Journal of Biomedical And Health Informatics
Featured Articles

Featured Articles
Automatic Artificial Pancreas Systems Using an Intelligent Multiple-Model PID Strategy
Yazdan Batmani, Shadi Khodakaramzadeh, Parham Moradi
In this paper, an individualized intelligent multiple-model technique is proposed to design automatic artificial pancreas (AP) systems for the glycemic regulation of type 1 diabetic patients. At first, using the multiple-model concept, the insulin-glucose regulatory system is mathematically identified by... Read more
Posted on 5 APR 2022
Featured Articles, Special Issues
Imaging Informatics
In this issue, vol. 26, issue 3, March 2022, 16 papers are published related to the topic Imaging Informatics. Please click here to view them, with link in IEEE XPLORE... Read more
Posted on 8 MAR 2022
Featured Articles, Special Issues
Bioinformatics
In this issue, vol. 26, issue 3, March 2022, 2 papers are published related to the topic Bioinformatics. Please click here to view them, with link in IEEE XPLORE... Read more
Posted on 8 MAR 2022
Featured Articles, Special Issues
Medical Informatics
In this issue, vol. 26, issue 3, March 2022, 11 papers are published related to the topic Medical Informatics. Please click here to view them, with link in IEEE XPLORE... Read more
Posted on 8 MAR 2022
Featured Articles, Special Issues
Sensor Informatics
In this issue, vol. 26, issue 3, March 2022, 8 papers are published related to the topic Sensor Informatics. Please click here to view them, with link in IEEE XPLORE... Read more
Posted on 8 MAR 2022
Featured Articles, Special Issues
Special Issue on Emerging IoT-driven Smart Health: from Cloud to Edge
In this issue, vol. 26, issue 3, March 2022, 5 papers are published related to the Special Issue on Emerging IoT-driven Smart Health: from Cloud to Edge. Please click here to view them, with link in IEEE XPLORE... Read more
Posted on 8 MAR 2022
Featured Articles
Characterising Alzheimer’s Disease with EEG-based Energy Landscape Analysis
Dominik Klepl, Fei He, Min Wu, Matteo De Marco, Daniel Blackburn, Ptolemaios Georgios Sarrigiannis
Alzheimer’s disease (AD) is one of the most common neurodegenerative diseases, with around 50 million patients worldwide. Accessible and non-invasive methods of diagnosing and characterising AD are therefore urgently required... Read more
Posted on 8 MAR 2022
Featured Articles
ULECGNet: An Ultra-Lightweight End-to-End ECG Classification Neural Network
Xiao Jianbiao, Liu Qingsong, Yang Huanqi, Liu Jiahao, Wang Ning, Zhu Zhen, Chen Yulong, Long Yu, Chang Liang, Zhou Liang, Zhou Jun
ECG classification is a key technology in intelligent ECG monitoring. In the past, traditional machine learning methods such as SVM and KNN have been used for ECG classification, but with limited classification accuracy. Recently, the end-to-end neural network has been used for the ECG classification and shows high classification accuracy. However, the end-to-end neural network has large computational complexity including a large number of parameters and operations... Read more
Posted on 30 DEC 2021
Featured Articles, Special Issues
Special Issue onGenerative Adversarial Networks in Biomedical Image Computing
In this issue, vol. 26, issue 1, January 2022,15 papersare published related to the Special Issue onGenerative Adversarial Networks in Biomedical Image Computing.Please click here to view them, with link in IEEE XPLORE... Read more
Posted on 30 DEC 2021
Featured Articles, Special Issues
Special Issue onAI-driven Informatics, Sensing, Imaging and Big Data Analytics for Fighting the COVID-19 Pandemic
In this issue, vol. 26, issue 1, January 2022,3 papersare published related to the Special Issue onAI-driven Informatics, Sensing, Imaging and Big Data Analytics for Fighting the COVID-19 Pandemic.Please click here to view them, with link in IEEE XPLORE... Read more
Posted on 30 DEC 2021
Featured Articles, Special Issues
Sensor Informatics
In this issue, vol. 26, issue 1, January 2022,7 papersare published related to the topic Sensor Informatics.Please click here to view them, with link in IEEE XPLORE... Read more
Posted on 30 DEC 2021
Featured Articles, Special Issues
Imaging Informatics
In this issue, vol. 26, issue 1, January 2022, 8 papersare published related to the topic Sensor Informatics.Please click here to view them, with link in IEEE XPLORE... Read more
Posted on 30 DEC 2021
Featured Articles, Special Issues
Medical Informatics
In this issue, vol. 26, issue 1, January 2022, 6 papersare published related to the topic Medical Informatics.Please click here to view them, with link in IEEE XPLORE... Read more
Posted on 30 DEC 2021
Featured Articles, Special Issues
Bioinformatics
In this issue, vol. 26, issue 1, January 2022, 2 papersare published related to the topic Bioinformatics.Please click here to view them, with link in IEEE XPLORE... Read more
Posted on 30 DEC 2021
Featured Articles, Special Issues
Public Health Informatics
In this issue, vol. 26, issue 1, January 2022, 1 paper is published related to the topic Public Health Informatics.Please click here to view them, with link in IEEE XPLORE... Read more
Posted on 30 DEC 2021
Featured Articles
User-Interactive Robot Skin with Large-Area Scalability for Safer and Natural Human-Robot Collaboration in Future Telehealthcare
Gbouna Zakka, Gaoyang Pang, Geng Yang, Hou Zeyang, Honghao Lv, Yu Zhangwei, Pang Zhibo
With the fourth revolution of healthcare, i.e., Healthcare 4.0, collaborative robotics is spilling out from traditional manufacturing and will blend into human living or working environments to deliver care services, especially telehealthcare... Read more
Posted on 30 NOV 2021
Featured Articles, Special Issues
Special Issue onAI-driven Informatics, Sensing, Imaging and Big Data Analytics for Fighting the COVID-19 Pandemic
In this issue, vol. 25, issue 12, December 2021,3 papersare published related to the Special Issue onAI-driven Informatics, Sensing, Imaging and Big Data Analytics for Fighting the COVID-19 Pandemic.Please click here to view them, with link in IEEE XPLORE... Read more
Posted on 30 NOV 2021
Featured Articles, Special Issues
Special Issue onEnabling Technologies for Next Generation Telehealthcare
In this issue, vol. 25, issue 12, December 2021,7 papersare published related to the Special Issue onEnabling Technologies for Next Generation Telehealthcare.Please click here to view them, with link in IEEE XPLORE... Read more
Posted on 30 NOV 2021
Featured Articles
Towards Predictive Analysis on Disease Progression: A Variational Hawkes Process Model
Sun Zhaohong, Sun Zhoujian, Dong Wei, Shi Jinlong, Huang Zhengxing
Massively available longitudinal data about long-term disease trajectories of patients provides a golden mine for the understanding of disease progression and efficient health service delivery. It calls for quantitative modeling of disease progression, which is a tricky problem due to the complexity of the disease progression process as well as the irregularity of time documented in trajectories. In this study, we tackle the problem with the goal of predictively analyzing disease progression... Read more
Posted on 2 NOV 2021
Featured Articles, Special Issues
Special Issue on Innovative Data Analysis Methods for Biomedicine (ACM BCB 2019)
In this issue, vol. 25, issue 11, November 2021, 4 papersare published related to the Special Issue onInnovative Data Analysis Methods for Biomedicine (ACM BCB 2019).Please click here to view them, with link in IEEE XPLORE. Effective Clustering for Single Cell... Read more
Posted on 2 NOV 2021
Featured Articles, Special Issues
Special Issue onAI-driven Informatics, Sensing, Imaging and Big Data Analytics for Fighting the COVID-19 Pandemic
In this issue, vol. 25, issue 11, November 2021,5 papersare published related to the Special Issue onAI-driven Informatics, Sensing, Imaging and Big Data Analytics for Fighting the COVID-19 Pandemic.Please click here to view them, with link in IEEE XPLORE. Integrated Clinical... Read more
Posted on 2 NOV 2021
Featured Articles, Special Issues
Sensor Informatics
In this issue vol. 25, issue11, November 2021, 3 papers are published related to the topic Sensor Informatics. Please click here to view them, with links in IEEE XPLORE. A Computational Framework to Analyze the Associations between Symptoms and Cancer Patient... Read more
Posted on 2 NOV 2021
Featured Articles, Special Issues
Medical Informatics
In this issue vol. 25, issue 11, November 2021, 3 papers are published related to the topic Sensor Informatics. Please click here to view them, with links in IEEE XPLORE. Towards Predictive Analysis on Disease Progression: A Variational Hawkes Process ModelSun,... Read more
Posted on 2 NOV 2021
Featured Articles, Special Issues
Bioinformatics
In this issue, vol. 25, issue 11, November 2021, 1 paper is published related to the topic Bioinformatics. Please click here to view it, with link in IEEE XPLORE. dbMCS: A Database for Exploring the Mutation Markers of Anti-Cancer Drug SensitivityShen,... Read more
Posted on 2 NOV 2021
Featured Articles, Special Issues
Bioinformatics
In this issue, vol. 25, issue 10, October 2021, 1 paper is published related to the topic Bioinformatics. Please click here to view it, with link in IEEE XPLORE... Read more
Posted on 2 OCT 2021
Featured Articles, Special Issues
Medical Informatics
In this issue, vol. 25, issue 10, October 2021, 9 papers are published related to the topic Medical Informatics. Please click here to view them, with links in IEEE XPLORE... Read more
Posted on 2 OCT 2021
Featured Articles, Special Issues
Imaging Informatics
In this issue vol. 25, issue 10, October 2021, 9 papers are published related to the topic Imaging Informatics. Please click here to view them, with links in IEEE XPLORE... Read more
Posted on 2 OCT 2021
Featured Articles, Special Issues
Sensor Informatics
In this issue vol. 25, issue 10, October 2021, 3 papers are published related to the topic Sensor Informatics. Please click here to view them, with links in IEEE XPLORE... Read more
Posted on 2 OCT 2021
Featured Articles, Special Issues
Special Issue on AI and 5G empowered Internet of Medical Things
In this issue, vol. 25, issue 10, October 2021, 13 papers are published related to the Special Issue on AI and 5G empowered Internet of Medical Things. Please click here to view them, with link in IEEE XPLORE... Read more
Posted on 2 OCT 2021
Featured Articles
EEG fingerprints of task-independent mental workload discrimination
Ioannis Kakkos, Georgios N. Dimitrakopoulos, Yi Sun, Jingjia Yuan, George K. Matsopoulos, Anastasios Bezerianos, Yu Sun
In the nascent field of neuroergonomics, mental workload assessment is one of the most important issues and has an apparent significance in real-world applications. Although prior research has achieved efficient single-task classification, scatted studies on cross-task mental workload assessment usually result in unsatisfactory performance. Here, we introduce a data-driven analysis framework to overcome the challenges regarding task-independent workload assessment using a fusion of EEG spectral characteristics and unveil the common neural mechanisms underlying mental workload... Read more
Posted on 2 OCT 2021
Featured Articles
Bioinformatics
In this issue, vol. 25, issue 9, September 2021, 2 papers are published related to the topic Bioinformatics. Please click here to view it, with link in IEEE XPLORE. rBPDL: Predicting RNA-binding proteins using deep learningNiu, Mengting; Wu, Jin; Zou, Quan;... Read more
Posted on 1 SEP 2021
Featured Articles
Medical Informatics
In this issue, vol. 25, issue 9, September 2021, 9 papers are published related to the topic Medical Informatics. Please click here to view them, with links in IEEE XPLORE. A Multichannel Intraluminal Impedance Gastroesophageal Reflux Characterization Algorithm Based on Sparse... Read more
Posted on 1 SEP 2021
Featured Articles
Imaging Informatics
In this issue vol. 25, issue 9, September 2021, 14 papers are published related to the topic Imaging Informatics. Please click here to view them, with links in IEEE XPLORE. Learning a Deep CNN Denoising Approach Using Anatomical Prior Information Implemented... Read more
Posted on 1 SEP 2021
Featured Articles
Sensor Informatics
In this issue vol. 25, issue 9, September 2021, 7 papers are published related to the topic Sensor Informatics. Please click here to view them, with links in IEEE XPLORE. Non-invasive monitoring of three glucose ranges based on ECG by using... Read more
Posted on 1 SEP 2021
Featured Articles, Special Issues
Special Issue on Multi-modal Computing for Biomedical Intelligence Systems
In this issue, vol. 25, issue 9, September 2021, 8 papers are published related to the Special Issue on Multi-modal Computing for Biomedical Intelligence Systems. Please click here to view it, with link in IEEE XPLORE. Learning-Based Computer-Aided Prescription System for... Read more
Posted on 1 SEP 2021
Featured Articles
Learning a Deep CNN Denoising Approach Using Anatomical Prior Information Implemented with an Attention Mechanism for Low-dose CT Imaging on Clinical Patient Data from Multiple Anatomical Sites
Zhenxing Huang, Xinfeng Liu, Rongpin Wang, Zixiang Chen, Yongfeng Yang, Xin Liu, Hairong Zheng, Dong Liang, Zhanli Hu
Dose reduction in computed tomography (CT) has gained considerable attention in clinical applications because it decreases radiation risks. However, a lower dose generates noise in low-dose computed tomography (LDCT) images. Previous deep learning (DL)-based works have investigated ways to improve... Read more
Posted on 1 SEP 2021
Featured Articles
Bioinformatics
In this issue, vol. 25, issue 8, August 2021, 3 papers are published related to the topic Bioinformatics. Please click here to view it, with link in IEEE XPLORE. A Hierarchical Graph Convolution Network for Representation Learning of Gene Expression Data Tan,... Read more
Posted on 3 AUG 2021
Featured Articles
Medical Informatics
In this issue, vol. 25, issue 8, August 2021, 10 papers are published related to the topic Medical Informatics. Please click here to view them, with links in IEEE XPLORE. Explaining Black-box Models for Biomedical Text Classification Moradi, Milad; Samwald, Matthias Bidirectional Representation... Read more
Posted on 3 AUG 2021
Featured Articles
Imaging Informatics
In this issue vol. 25, issue 8, August 2021, 15 papers are published related to the topic Imaging Informatics. Please click here to view them, with links in IEEE XPLORE. Estimating Reference Bony Shape Models for Orthognathic Surgical Planning Using 3D... Read more
Posted on 3 AUG 2021
Featured Articles
Sensor Informatics
In this issue vol. 25, issue 8, August 2021, 11 papers are published related to the topic Sensor Informatics. Please click here to view them, with links in IEEE XPLORE. FENet: A Frequency Extraction Network for Obstructive Sleep Apnea DetectionYe, Guanhua;... Read more
Posted on 3 AUG 2021
Featured Articles, Special Issues
Special Issue on AI-driven Informatics, Sensing, Imaging and Big Data Analytics for Fighting the COVID-19 Pandemic
In this issue, vol. 25, issue 8, August 2021, 1 paper is published related to the Special Issue on AI-driven Informatics, Sensing, Imaging and Big Data Analytics for Fighting the COVID-19 Pandemic. Please click here to view it, with link... Read more
Posted on 3 AUG 2021
Featured Articles
FENet: A Frequency Extraction Network for Obstructive Sleep Apnea Detection
Guanhua Ye, Hongzhi Yin, Tong Chen, Hongxu Chen, Lizhen Cui, Xiangliang Zhang
Obstructive Sleep Apnea (OSA) is a highly prevalent but inconspicuous disease that seriously jeopardizes the health of human beings. Polysomnography (PSG), the gold standard of detecting OSA, requires multiple specialized sensors for signal collection, hence patients have to physically visit... Read more
Posted on 3 AUG 2021
Featured Articles
Bioinformatics
In this issue, vol. 25, issue 7, July 2021, 2 papers are published related to the topic Bioinformatics. Please click here to view it, with link in IEEE XPLORE. Quantifying intensities of transcription factor-DNA binding by learning from an ensemble of... Read more
Posted on 30 JUN 2021
Featured Articles
Medical Informatics
In this issue, vol. 25, issue 7, July 2021, 7 papers are published related to the topic Medical Informatics. Please click here to view them, with links in IEEE XPLORE. Single-stage intake gesture detection using CTC loss and extended prefix beam... Read more
Posted on 30 JUN 2021
Featured Articles
Imaging Informatics
In this issue vol. 25, issue 7, July 2021, 11 papers are published related to the topic Imaging Informatics. Please click here to view them, with links in IEEE XPLORE. Classification of Adolescent Major Depressive Disorder via Static and Dynamic ConnectivitySen,... Read more
Posted on 30 JUN 2021
Featured Articles
Sensor Informatics
In this issue vol. 25, issue 7, July 2021, 10 papers are published related to the topic Sensor Informatics. Please click here to view them, with links in IEEE XPLORE. Tracking Brain Development from Neonates to the Elderly by Hemoglobin Phase... Read more
Posted on 30 JUN 2021
Featured Articles, Special Issues
Special Issue on Explainable AI for Clinical and Population Health Informatics
In this issue, vol. 25, issue 7, July 2021, 10 papers are published related to the Special Issue on Explainable AI for Clinical and Population Health Informatics. Please click here to view them, with link in IEEE XPLORE. COVID-19 Automatic Diagnosis... Read more
Posted on 30 JUN 2021
Featured Articles, Special Issues
Special Issue on AI-driven Informatics, Sensing, Imaging and Big Data Analytics for Fighting the COVID-19 Pandemic
In this issue, vol. 25, issue 7, July 2021, 2 papers are published related to the Special Issue on AI-driven Informatics, Sensing, Imaging and Big Data Analytics for Fighting the COVID-19 Pandemic. Please click here to view them, with link... Read more
Posted on 30 JUN 2021
Featured Articles
Tracking Brain Development from Neonates to the Elderly by Hemoglobin Phase Measurement using Functional Near-infrared Spectroscopy
Zhenhu Liang, Hao Tian, Ho-ching Yang, Takeshi Arimitsu, Takao Takahashi, Angelo Sassaroli, Sergio Fantini, Haijing Niu, Yasuyo Minagawa, Yunjie Tong
The paper presents a study of neurovascular and metabolic development from newborns to elderly. The phase and coupling of oxy-hemoglobin (∆[HbO]) and deoxy-hemoglobin (∆[Hb]) concentration changes measured by functional near-infrared spectroscopy (fNIRS) were employed to track this biological and neurological... Read more
Posted on 30 JUN 2021
Featured Articles
Bioinformatics
In this issue, vol. 25, issue 6, June 2021, 3 papers are published related to the topic Bioinformatics. Please click here to view it, with link in IEEE XPLORE. Identification of lncRNA Signature Associated with Pan-cancer PrognosisBao, Guoqing; Xu, Ran; Wang,... Read more
Posted on 3 JUN 2021
Featured Articles
Medical Informatics
In this issue, vol. 25, issue 6, June 2021, 16 papers are published related to the topic Medical Informatics. Please click here to view them, with links in IEEE XPLORE. Analyzing Medical Guideline Dissemination Behaviors using Culturally Infused Agent Based Modeling... Read more
Posted on 3 JUN 2021
Featured Articles
Imaging Informatics
In this issue vol. 25, issue 6, June 2021, 12 papers are published related to the topic Imaging Informatics. Please click here to view them, with links in IEEE XPLORE. Lung Respiratory Motion Estimation Based on Fast Kalman Filtering and 4D... Read more
Posted on 3 JUN 2021
Featured Articles
Sensor Informatics
In this issue vol. 25, issue 6, June 2021, 9 papers are published related to the topic Sensor Informatics. Please click here to view them, with links in IEEE XPLORE. An Efficient ECG Classification System using Resource-Saving Architecture and Random ForestKung,... Read more
Posted on 3 JUN 2021
Featured Articles, Special Issues
Special Issue on AI-driven Informatics, Sensing, Imaging and Big Data Analytics for Fighting the COVID-19 Pandemic
In this issue, vol. 25, issue 6, June 2021, 5 papers are published related to the Special Issue on AI-driven Informatics, Sensing, Imaging and Big Data Analytics for Fighting the COVID-19 Pandemic. Please click here to view them, with link... Read more
Posted on 3 JUN 2021
Featured Articles
Analyzing Medical Guideline Dissemination Behaviors using Culturally Infused Agent Based Modeling Framework
Eunice E. Santos, John Korah, Suresh Subramanian, Vairavan Murugappan, Elbert S. Huang, Neda Laiteerapong, Ali Cinar
Clinical practice guidelines are a critical medium for the standardization of practices within the overall medical community. However, several studies have shown that, in general, there is a significant delay in the adoption of recommendations in such guidelines. Surveys have... Read more
Posted on 3 JUN 2021
Featured Articles
Bioinformatics
In this issue, vol. 25, issue 5, May 2021, 2 papers are published related to the topic Bioinformatics. Please click here to view it, with link in IEEE XPLORE. MultiPredGO: Deep Multi-Modal Protein Function Prediction by Amalgamating Protein Structure, Sequence, and... Read more
Posted on 30 APR 2021
Featured Articles
Medical Informatics
In this issue, vol. 25, issue 5, May 2021, 7 papers are published related to the topic Medical Informatics. Please click here to view them, with links in IEEE XPLORE. Spatiotemporal Gait Measurement with a Side-View Depth Sensor Using Human Joint... Read more
Posted on 30 APR 2021
Featured Articles
Imaging Informatics
In this issue vol. 25, issue 5, May 2021, 14 papers are published related to the topic Imaging Informatics. Please click here to view them, with links in IEEE XPLORE. B-Tensor: Brain Connectome Tensor Factorization for Alzheimer’s DiseaseDurusoy, Goktekin; Yildirim, Zerrin;... Read more
Posted on 30 APR 2021
Featured Articles
Sensor Informatics
In this issue vol. 25, issue 5, May 2021, 8 papers are published related to the topic Sensor Informatics. Please click here to view them, with links in IEEE XPLORE. AsEmo: Automatic Approach for EEG-Based Multiple Emotional State IdentificationKim, SunHee; Yang,... Read more
Posted on 30 APR 2021
Featured Articles, Special Issues
Special Issue on Camera-Based Monitoring for Pervasive Healthcare Informatics
In this issue, vol. 25, issue 5, May 2021, 13 papers are published related to the Special Issue on Camera-Based Monitoring for Pervasive Healthcare Informatics. Please click here to view them, with link in IEEE XPLORE. Adaptive Gaussian Mixture Models Driven... Read more
Posted on 30 APR 2021
Featured Articles, Special Issues
Special Issue on AI-driven Informatics, Sensing, Imaging and Big Data Analytics for Fighting the COVID-19 Pandemic
In this issue, vol. 25, issue 5, May 2021, 2 papers are published related to the Special Issue on AI-driven Informatics, Sensing, Imaging and Big Data Analytics for Fighting the COVID-19 Pandemic. Please click here to view them, with link... Read more
Posted on 30 APR 2021
Featured Articles
Tenodesis Grasp Detection in Egocentric Video
Mehdy Dousty, José Zariffa
Cervical spinal cord injury (cSCI) can impair motor function in the upper limbs. Video from wearable cameras (egocentric video) has the potential to provide monitoring of rehabilitation outcomes at home, but methods for automated analysis of this data are needed.... Read more
Posted on 30 APR 2021
Featured Articles
Public Health Informatics
In this issue, vol. 25, issue 4, April 2021, 1 paper is published related to the topic Public Health Informatics. Please click here to view it, with link in IEEE XPLORE. Dynamical evolution of COVID-19 in Italy with an evaluation of... Read more
Posted on 31 MAR 2021
Featured Articles
Medical Informatics
In this issue, vol. 25, issue 4, April 2021, 11 papers are published related to the topic Medical Informatics. Please click here to view them, with links in IEEE XPLORE. Accurate impact loading rate estimation during running via a subject-independent convolutional... Read more
Posted on 31 MAR 2021
Featured Articles
Imaging Informatics
In this issue vol. 25, issue 4, April 2021, 10 papers are published related to the topic Imaging Informatics. Please click here to view them, with links in IEEE XPLORE. A New Dataset for Facial Motion Analysis in Individuals with Neurological... Read more
Posted on 31 MAR 2021
Featured Articles
Sensor Informatics
In this issue vol. 25, issue 4, April 2021, 19 papers are published related to the topic Sensor Informatics. Please click here to view them, with links in IEEE XPLORE. A Data-Driven Approach to Transfer Function Analysis for Superior Discriminative Power:... Read more
Posted on 31 MAR 2021
Featured Articles, Special Issues
Special Issue on AI-driven Informatics, Sensing, Imaging and Big Data Analytics for Fighting the COVID-19 Pandemic
In this issue, vol. 25, issue 4, April 2021, 1 paper is published related to the Special Issue on AI-driven Informatics, Sensing, Imaging and Big Data Analytics for Fighting the COVID-19 Pandemic. Please click here to view ιτ, with link... Read more
Posted on 31 MAR 2021
Featured Articles
A Data-Driven Approach to Transfer Function Analysis for Superior Discriminative Power: Optimized Assessment of Dynamic Cerebral Autoregulation
Jia Liu, Zhen-Ni Guo, David Martin Simpson, Pandeng Zhang, Chang Liu, Jia-Ning Song, Xinyi Leng, Yi Yang
Transfer function analysis (TFA) is extensively used to assess human physiological functions. However, extracting parameters from TFA is not usually optimized for detecting impaired function. In this study, we proposed to use data-driven approaches to improve the performance of TFA... Read more
Posted on 31 MAR 2021
Featured Articles
Bioinformatics
In this issue, vol. 25, issue 3, March 2021, 3 papers are published related to the topic Bioinformatics. Please click here to view them, with links in IEEE XPLORE. A Pathway Analysis Approach Using Petri NetMansoori, Fatemeh; Rahgozar, Maseud; Kavousi, Kaveh Multi-label... Read more
Posted on 4 MAR 2021
Featured Articles
Medical Informatics
In this issue, vol. 25, issue 3, March 2021, 5 papers are published related to the topic Medical Informatics. Please click here to view them, with links in IEEE XPLORE. Disease Prediction via Graph Neural NetworksSun, Zhenchao; Yin, Hongzhi; Chen, Hongxu;... Read more
Posted on 4 MAR 2021
Featured Articles
Imaging Informatics
In this issue vol. 25, issue 3, March 2021, 10 papers are published related to the topic Imaging Informatics. Please click here to view them, with links in IEEE XPLORE. Prediction of Alzheimer’s Disease Progression with Multi-Information Generative Adversarial NetworkZhao, Yan;... Read more
Posted on 4 MAR 2021
Featured Articles
Sensor Informatics
In this issue vol. 25, issue 3, March 2021, 9 papers are published related to the topic Sensor Informatics. Please click here to view them, with links in IEEE XPLORE. Adaptive Body Area Networks Using Kinematics and Biosignals Moin, Ali; Thielens, Arno;... Read more
Posted on 4 MAR 2021
Featured Articles, Special Issues
Special Issue on AI-driven Informatics, Sensing, Imaging and Big Data Analytics for Fighting the COVID-19 Pandemic
In this issue, vol. 25, issue 3, March 2021, 1 paper is published related to the Special Issue on AI-driven Informatics, Sensing, Imaging and Big Data Analytics for Fighting the COVID-19 Pandemic. Please click here to view them, with links... Read more
Posted on 4 MAR 2021
Featured Articles
Prediction of Alzheimer’s Disease Progression with Multi-Information Generative Adversarial Network
Yan Zhao, Baoqiang Ma, Pengbo Jiang, Debin Zeng, Xuetong Wang, Shuyu Li
Alzheimer’s disease (AD) is a chronic neurodegenerative disease, and its long-term progression prediction is definitely important. The structural Magnetic Resonance Imaging (sMRI) can be used to characterize the cortical atrophy that is closely coupled with clinical symptoms in AD and... Read more
Posted on 4 MAR 2021
Featured Articles
Medical Informatics
In this issue, vol. 25, issue 2, February 2021, 7 papers are published related to the topic Medical Informatics. Please click here to view them, with links in IEEE XPLORE. Toward a Fully Automated Artificial Pancreas System Using a Bioinspired Reinforcement... Read more
Posted on 29 JAN 2021
Featured Articles
Imaging Informatics
In this issue vol. 25, issue 2, February 2021, 5 papers are published related to the topic Imaging Informatics. Please click here to view them, with links in IEEE XPLORE. Altered Time-Frequency Feature in Default Mode Network of Autism Based on... Read more
Posted on 29 JAN 2021
Featured Articles
Sensor Informatics
In this issue vol. 25, issue 2, February 2021, 3 papers are published related to the topic Sensor Informatics. Please click here to view them, with links in IEEE XPLORE. Emotion Recognition from Multi-Channel EEG via Deep ForestCheng, Juan; Chen, Meiyao;... Read more
Posted on 29 JAN 2021
Featured Articles, Special Issues
Special Issue on AI-driven Informatics, Sensing, Imaging and Big Data Analytics for Fighting the COVID-19 Pandemic
In this issue, vol. 25, issue 2, February 2021, 1 paper is published related to the Special Issue on AI-driven Informatics, Sensing, Imaging and Big Data Analytics for Fighting the COVID-19 Pandemic. Please click here to view it, with link... Read more
Posted on 29 JAN 2021
Featured Articles, Special Issues
Special Issue on Computational Pathology
In this issue, vol. 25, issue 2, February 2021, 13 papers are published related to the Special Issue on Computational Pathology. Please click here to view them, with links in IEEE XPLORE. The effect of quality control on accuracy of digital... Read more
Posted on 29 JAN 2021
Featured Articles
Stain standardization capsule for application-driven histopathological image normalization
Yushan Zheng, Zhiguo Jiang, Haopeng Zhang, Fengying Xie, Dingyi Hu, Shujiao Sun, Jun Shi, Chenghai Xue
Color consistency is crucial to developing robust deep learning methods for histopathological image analysis. With the increasing application of digital histopathological images, the deep learning methods are likely developed based on the data from multiple medical centers. This requirement makes... Read more
Posted on 29 JAN 2021
Featured Articles
Estimating Time to Progression of Chronic Obstructive Pulmonary Disease with Tolerance
Chunlei Tang, Joseph Plasek, Xiao Shi, Meihan Wan, Haohan Zhang, Min-Jeoung Kang, Liqin Wang, Sevan Dulgarian, Yun Xiong, Jing Ma, David W. Bates, Li Zhou
We defined tolerance range as the distance of observing similar disease conditions or functional status from the upper to the lower boundaries of a specified time interval. A tolerance range was identified for linear regression and support vector machines to optimize the improvement rate (defined as IR) on accuracy in predicting mortality risk in patients with chronic obstructive pulmonary disease using clinical notes... Read more
Posted on 5 JAN 2021
Featured Articles
Sensor Informatics
In this issue, vol. 25, issue 1, January 2021, 7 papers are published related to the topic Sensor Informatics. Please click here to view them, with links in IEEE XPLORE... Read more
Posted on 5 JAN 2021
Featured Articles
Imaging Informatics
In this issue vol. 25, issue 1, January 2021, 9 papers are published related to the topic Imaging Informatics. Please click here to view them, with links in IEEE XPLORE... Read more
Posted on 5 JAN 2021
Featured Articles
Medical Informatics
In this issue, vol. 25, issue 1, January 2021, 8 papers are published related to the topic Medical Informatics. Please click here to view them, with links in IEEE XPLORE... Read more
Posted on 5 JAN 2021
Featured Articles
Bioinformatics
In this issue, vol. 25, issue 1, January 2021, 4 papers are published related to the topic Bioinformatics. Please click here to view it, with link in IEEE XPLORE... Read more
Posted on 4 JAN 2021
Featured Articles
Public Health Informatics
In this issue, vol. 25, issue 1, January 2021, 1 paper is published related to the topic Public Health Informatics. Please click here to view it, with link in IEEE XPLORE... Read more
Posted on 4 JAN 2021
Featured Articles
Spatially Aware Dense-LinkNet Based Regression Improves Fluorescent Cell Detection in Adaptive Optics Ophthalmic Images
Jianfei Liu, Yoo-Jean Han, Tao Liu, Nancy Aguilera, Johnny Tam
Illustration prepared by Erina He, Medical Arts, NIH. Recent advancements in ophthalmic imaging technology, based on adaptive optics (AO), have enabled fluorescence imaging of retinal pigment epithelial (RPE) cells directly inside the living human eye. RPE cells are affected in many... Read more
Posted on 27 NOV 2020
Featured Articles, Special Issues
Special Issue on Ophthalmic Image Analysis and Informatics
In this issue, vol. 24, issue 12, December 2020, 17 papers are published related to the Special Issue on Ophthalmic Image Analysis and Informatics. Please click here to view them, with links in IEEE XPLORE. Machine Learning Techniques for Ophthalmic Data... Read more
Posted on 27 NOV 2020
Featured Articles, Special Issues
Special Issue on AI-driven Informatics, Sensing, Imaging and Big Data Analytics for Fighting the COVID-19 Pandemic
In this issue, vol. 24, issue 12, December 2020, 7 papers are published related to the Special Issue on AI-driven Informatics, Sensing, Imaging and Big Data Analytics for Fighting the COVID-19 Pandemic. Please click here to view them, with links... Read more
Posted on 27 NOV 2020
Featured Articles
Sensor Informatics
In this issue, vol. 24, issue 12, December 2020, 1 paper is published related to the topic Sensor Informatics. Please click here to view it, with link in IEEE XPLORE. Long Short-Term Memory Networks for Unconstrained Sleep Stage Classification using Polyvinylidene... Read more
Posted on 27 NOV 2020
Featured Articles
Imaging Informatics
In this issue, vol. 24, issue 12, December 2020, 1 paper is published related to the topic Imaging Informatics. Please click here to view it, with link in IEEE XPLORE. Improved 3D Catheter Shape Estimation using Ultrasound Imaging for Endovascular Navigation:... Read more
Posted on 27 NOV 2020
Featured Articles
Bioinformatics
In this issue, vol. 24, issue 12, December 2020, 1 paper is published related to the topic Bioinformatics. Please click here to view it, with link in IEEE XPLORE. miRTMC: A miRNA target prediction method based on matrix completion algorithm Jiang, Hui;... Read more
Posted on 27 NOV 2020
Featured Articles
Automatic and Explainable Labeling of Medical Event Logs with Autoencoding
Hugo DeOliveira, Vincent Augusto, Baptiste Jouaneton, Ludovic Lamarsalle, Martin Prodel, Xiaolan Xie
Process mining is a suitable method for knowledge extraction from patient pathways. Structured in event logs, medical events are complex, often described using various medical codes. An efficient labeling of these events before applying process mining analysis is challenging. This... Read more
Posted on 28 OCT 2020
Featured Articles, Special Issues
Special Issue on AI-driven Informatics, Sensing, Imaging and Big Data Analytics for Fighting the COVID-19 Pandemic
In this issue, vol. 24, issue 11, November 2020, 15 papers are published related to the Special Issue on AI-driven Informatics, Sensing, Imaging and Big Data Analytics for Fighting the COVID-19 Pandemic. Please click here to view them, with links... Read more
Posted on 28 OCT 2020
Featured Articles, Special Issues
Special Issue on Data Science in Smart Healthcare: challenges and opportunities
In this issue, vol. 24, issue 11, November 2020, 3 papers are published related to the Special Issue on Data Science in Smart Healthcare: challenges and opportunities. Please click here to view them, with links in IEEE XPLORE. An Efficient Deep... Read more
Posted on 28 OCT 2020
Featured Articles
Sensor Informatics
In this issue, vol. 24, issue 11, November 2020, 1 paper is published related to the topic Sensor Informatics. Please click here to view it, with link in IEEE XPLORE. PlethAugment: GAN-Based PPG Augmentation for Medical Diagnosis in Low-Resource SettingsKiyasseh, Dani;... Read more
Posted on 28 OCT 2020
Featured Articles
Imaging Informatics
In this issue vol. 24, issue 11, November 2020, 3 papers are published related to the topic Imaging Informatics. Please click here to view them, with links in IEEE XPLORE. Adaptive-guided-coupling-probability Level Set for Retinal Layer SegmentationSun, Yue; Niu, Sijie; Gao,... Read more
Posted on 28 OCT 2020
Featured Articles
Medical Informatics
In this issue, vol. 24, issue 11, November 2020, 5 papers are published related to the topic Medical Informatics. Please click here to view them, with links in IEEE XPLORE. TAPER: Time-Aware Patient EHR RepresentationDarabi, Sajad; Kachuee, Mohammad; Fazeli, Shayan; Sarrafzadeh,... Read more
Posted on 28 OCT 2020
Featured Articles
Bioinformatics
In this issue, vol. 24, issue 11, November 2020, 1 paper is published related to the topic Bioinformatics. Please click here to view it, with link in IEEE XPLORE. A Multi-view Deep Neural Network Model for chemical-Disease Relation Extraction from imbalanced... Read more
Posted on 28 OCT 2020
Featured Articles
Public Health Informatics
In this issue, vol. 24, issue 11, November 2020, 1 paper is published related to the topic Public Health Informatics. Please click here to view it, with link in IEEE XPLORE. Hospital Admission Location Prediction via Deep Interpretable Networks for the... Read more
Posted on 28 OCT 2020
Featured Articles
±-Satellite: An AI-driven System and Benchmark Datasets for Dynamic COVID-19 Risk Assessment in the United States
Ye Yanfang, Hou Shifu, Fan Yujie, Zhang Yiming, Qian Yiyue, Sun Shiyu, Peng Qian, Ju Mingxuan, Song Wei, Loparo Kenneth
The fast evolving and deadly outbreak of coronavirus disease (COVID-19) has posed grand challenges to human society... Read more
Posted on 30 SEP 2020
Featured Articles
Sensor Informatics
In this issue, vol. 24, issue 10, October 2020, 5 papers are published related to the topic Sensor Informatics. Please click here to view them, with links in IEEE XPLORE... Read more
Posted on 30 SEP 2020
Featured Articles
Imaging Informatics
In this issue vol. 24, issue 10, October 2020, 6 papers are published related to the topic Imaging Informatics. Please click here to view them, with links in IEEE XPLORE... Read more
Posted on 30 SEP 2020
Featured Articles
Medical Informatics
In this issue, vol. 24, issue 10, October 2020, 7 papers are published related to the topic Medical Informatics. Please click here to view them, with links in IEEE XPLORE... Read more
Posted on 30 SEP 2020
Featured Articles
Bioinformatics
In this issue, vol. 24, issue 10, October 2020, 4 papers are published related to the topic Bioinformatics. Please click here to view them, with links in IEEE XPLORE... Read more
Posted on 30 SEP 2020
Featured Articles
Public Health Informatics
In this issue, vol. 24, issue 10, October 2020, 1 paper is published related to the topic Public Health Informatics. Please click here to view it, with link in IEEE XPLORE... Read more
Posted on 30 SEP 2020
Featured Articles
Medical Informatics
In this issue, vol. 24, issue 9, September 2020, 10 papers are published related to the topic Medical Informatics. Please click here to view them, with links in IEEE XPLORE... Read more
Posted on 28 AUG 2020
Featured Articles
Imaging Informatics
In this issue vol. 24, issue 9, September 2020, 3 papers are published related to the topic Imaging Informatics. Please click here to view them, with links in IEEE XPLORE... Read more
Posted on 28 AUG 2020
Featured Articles
Sensor Informatics
In this issue, vol. 24, issue 9, September 2020, 5 papers are published related to the topic Sensor Informatics. Please click here to view them, with links in IEEE XPLORE... Read more
Posted on 28 AUG 2020
Featured Articles
Special Issue on Enabling Technologies in Health Engineering and Informatics for the New Revolution
In this issue, vol. 24, issue 9, September 2020, 11 papers are published related to the topic Special Issue on Enabling Technologies in Health Engineering and Informatics for the New Revolution. Please click here to view them, with links in IEEE XPLORE... Read more
Posted on 28 AUG 2020
Featured Articles
Homecare Robotic Systems for Healthcare 4.0: Visions and Enabling Technologies
Geng Yang, Pang Zhibo, Deen M. Jamal, Dong Mianxiong, Yuan-Ting Zhang, Nigel Lovell, Amir M. Rahmani
Powered by the technologies that have originated from manufacturing, the fourth revolution of healthcare technologies is happening (Healthcare 4.0). As an example of such revolution, new generation homecare robotic systems (HRS) based on the cyber-physical systems (CPS) with higher speed and more intelligent execution are emerging. In this article, the new visions and features of the CPS-based HRS are proposed... Read more
Posted on 28 AUG 2020
Featured Articles
Bioinformatics
In this issue, vol. 24, issue 8, August 2020, 2 papers are published related to the topic Bioinformatics. Please click here to view them, with links in IEEE XPLORE. Predicting human lncRNA-disease associations based on geometric matrix completion Lu, Chengqian; Yang, Mengyun;... Read more
Posted on 30 JUL 2020
Featured Articles
Medical Informatics
In this issue, vol. 24, issue 8, August 2020, 8 papers are published related to the topic Medical Informatics. Please click here to view them, with links in IEEE XPLORE. Long Short-Term Memory Recurrent Neural Networks for Multiple Diseases Risk Prediction... Read more
Posted on 30 JUL 2020
Featured Articles
Imaging Informatics
In this issue vol. 24, issue 8, August 2020, 7 papers are published related to the topic Imaging Informatics. Please click here to view them, with links in IEEE XPLORE. Mitochondria segmentation from EM images via hierarchical  structured contextual forestPeng, Jialin;... Read more
Posted on 30 JUL 2020
Featured Articles, Special Issues
Special Section on Blockchain and Healthcare Computing
In this issue, vol. 24, issue 8, August 2020, 4 papers are published related to the topic Special Issue on Blockchain and Healthcare Computing. Please click here to view them, with links in IEEE XPLORE. Decentralized Authentication of Distributed-Healthcare Hospital Patients... Read more
Posted on 30 JUL 2020
Featured Articles, Special Issues
Special Issue on Integrative Sensor Networks, Informatics and Modeling for Precision and Preventative
In this issue, vol. 24, issue 7, July 2020, 11 papers are published related to the Special Issue on Integrative Sensor Networks, Informatics and Modeling for Precision and Preventative. Please click here to view them, with links in IEEE XPLORE. Mainstreaming... Read more
Posted on 1 JUL 2020
Featured Articles
AI in Medical Imaging Informatics: Current Challenges and Future Directions
Andreas S. Panayides, Amir Amini, Nenad Filipovic, Ashish Sharma, Sotirios Tsaftaris, Alistair Young, David J. Foran, Nhan Do, Spyretta Golemati, Tahsin Kurc, Kun Huang, Konstantina S. Nikita, Ben P. Veasey, Michalis Zervakis, Joel H. Saltz, Constantinos S. Pattichis
This paper reviews state-of-the-art research solutions across the spectrum of medical imaging informatics, discusses clinical translation, and provides future directions for advancing clinical practice. More specifically, it summarizes advances in medical imaging acquisition technologies for different modalities, highlighting the necessity... Read more
Posted on 1 JUL 2020
Featured Articles, Special Issues
Special Issue on Internet of Medical Things for Health Engineering
In this issue, vol. 24, issue 6, June 2020, 4 papers are published related to the Special Issue on Internet of Medical Things for Health Engineering. Please click here to view them, with links in IEEE XPLORE. IoT-enabled Dual-arm Motion Capture... Read more
Posted on 2 JUN 2020
Featured Articles
IoT-enabled Dual-arm Motion Capture and Mapping for Telerobotics in Home Care
Huiying Zhou, Honghao Lv, Pang Zhibo, Xiaoyan Huang, Huayong Yang, Geng Yang
With the paradigm shift from hospital-centric healthcare to home-centric healthcare in Healthcare 4.0, healthcare robotics has become one of the fastest growing fields of robotics. The combination of robot capabilities with human intelligence, for example, telerobotics for home care, is... Read more
Posted on 2 JUN 2020
Featured Articles
Predicting Quality of Overnight Glycaemic Control in Type 1 Diabetes using Binary Classifiers
Amparo Guemes, Giacomo Cappon, Bernard Hernandez, Monika Reddy, Nick Oliver, Pantelis Georgiou, Pau Herrero
ype 1 diabetes management, maintaining nocturnal blood glucose within target range can be challenging. Although semi-automatic systems to modulate insulin pump delivery, such as low-glucose insulin suspension and the artificial pancreas, are starting to become a reality, their elevated cost and performance below user expectations is hindering their adoption... Read more
Posted on 30 APR 2020
Featured Articles, Special Issues
Special Issue on Deep Learning in Ultrasound Imaging
In this issue, vol. 24, issue 4, April 2020, 13 papers are published related to the topic Sensor Informatics. Please click here to view them, with links in IEEE XPLORE. A Generic Quality Control Framework for Fetal Ultrasound Cardiac Four-chamber Planes Dong,... Read more
Posted on 3 APR 2020
Featured Articles
Localizing B-lines in Lung Ultrasonography by Weakly-Supervised Deep Learning, in-vivo results
Ana Ruud JG van Sloun, Libertario Demi
Lung ultrasound (LUS) is nowadays gaining growing attention from both the clinical and technical world. Of particular interest are several imaging-artifacts, e.g., A- and B- line artifacts. While A-lines are a visual pattern which essentially represent a healthy lung surface,... Read more
Posted on 3 APR 2020
Featured Articles
Relative Afferent Pupillary Defect Screening through Transfer Learning
Dogancan Temel, Ghassan AlRegib, Melvin J. Mathew, Yousuf M. Khalifa
Abnormalities in pupillary light reflex can indicate optic nerve disorders that may lead to permanent visual loss if not diagnosed in an early stage. In this study, we focus on relative afferent pupillary defect (RAPD), which is based on the... Read more
Posted on 2 MAR 2020
Featured Articles
Thorax-Net: An Attention Regularized Deep Neural Network for Classification of Thoracic Diseases on Chest Radiography
Xia Yong, Jia Haozhe, Lu Le, Wang Hongyu
Deep learning techniques have been increasingly used to provide more accurate and more accessible diagnosis of thorax diseases on chest radiographs. However, due to the lack of dense annotation of large-scale chest radiograph data, this computer-aided diagnosis task is intrinsically... Read more
Posted on 3 FEB 2020
Featured Articles, Special Issues
Special Issue on Predictive Intelligence in Biomedical and Health Informatics
In this issue, vol. 24, issue 2, February 2020, 17 papers are published related to the Special Issue on Predictive Intelligence in Biomedical and Health Informatics. Please click below to view them, with links in IEEE XPLORE. Multimodal Sparse Classifier for Adolescent... Read more
Posted on 3 FEB 2020
Featured Articles
Sensor Informatics
In this issue, vol. 24, issue 2, February 2020, 5 papers are published related to the topic Sensor Informatics. Please click here to view them, with links in IEEE XPLORE. MFB-CBRNN: a hybrid network for MI detection using 12-lead ECGs Liu, Wenhan;... Read more
Posted on 3 FEB 2020
Featured Articles
Imaging Informatics
In this issue vol. 24, issue 2, February 2020, 4 papers are published related to the topic Imaging Informatics. Please click here to view them, with links in IEEE XPLORE. A hybrid global-local representation CNN model for automatic cataract grading Xu, Xi;... Read more
Posted on 3 FEB 2020
Featured Articles, Special Issues
Bioinformatics
In this issue, vol. 24, issue 2, February 2020, 1 paper is published related to the topic Bioinformatics. Please click here to view it, with link in IEEE XPLORE. Computational identification of RNA-Seq based miRNA-mediated prognostic modules in cancer Pan, Chu; Luo,... Read more
Posted on 3 FEB 2020
Featured Articles
Credibility of In Silico Trial Technologies – A Theoretical Framing
Marco Viceconti, Miguel A. Juárez, Cristina Curreli, Marzio Pennisi, Giulia Russo, Francesco Pappalardo
      Different research communities have developed various approaches to assess the credibility of predictive models. Each approach usually works well for a specific type of model, and under some epistemic conditions that are normally satisfied within that specific research domain. Recently,... Read more
Posted on 30 DEC 2019
Featured Articles, Special Issues
Special Session on Information Fusion for Medical Data: Early, Late and Deep Fusion Methods for Multimodal Data
In this issue, vol. 24, issue 1, January 2020, 5 papers were published as part of the Special Session on Information Fusion for Medical Data: Early, Late and Deep Fusion Methods for Multimodal Data. Please click below to view them... Read more
Posted on 30 DEC 2019
Featured Articles
Sensor Informatics
In this issue, vol. 24, issue 1, January 2020, 8 papers were published related to the topic Sensor Informatics. Please click below to view them on IEEE XPLORE. Mitigation of Instrument-Dependent Variability in Ballistocardiogram Morphology: Case Study on Force Plate and... Read more
Posted on 30 DEC 2019
Featured Articles
Imaging Informatics
In this issue, vol. 24, issue 1, January 2020, 7 papers were published related to the topic Imaging Informatics. Please click below to view them on IEEE XPLORE. An Early Disc Herniation Identification System for Advancement in the Standard Medical Screening... Read more
Posted on 30 DEC 2019
Featured Articles
Medical Informatics
In this issue, vol. 24, issue 1, January 2020, 8 papers were published related to the topic Medical Informatics. Please click below to view them on IEEE XPLORE. Pattern-Reversal Visual Evoked Potential on Smart Glasses Terracciano, Rossana; Sanginario, Alessandro; Barbero, Simona; Putignano,... Read more
Posted on 30 DEC 2019
Featured Articles
Bioinformatics
In this issue, vol. 24, issue 1, January 2020, 1 paper was published related to the topic Bioinformatics. Please click below to view them on IEEE XPLORE. GESgnExt: Gene Expression Signature Extraction and Meta-analysis on Gene Expression Omnibus Yan, Shankai; Wong, Ka-Chun... Read more
Posted on 30 DEC 2019
Featured Articles
Public Health Informatics
In this issue, vol. 24, issue 1, January 2020, 1 paper was published related to the topic Public Health Informatics. Please click below to view them on IEEE XPLORE. Team collaboration networks and multidisciplinarity in diabetes care: Implications for patient outcomes Saint-Pierre,... Read more
Posted on 30 DEC 2019
Featured Articles
Moving-tolerant Augmented Reality Surgical Navigation System using Autostereoscopic 3D Image Overlay
Cong Ma, Guowen Chen, Xinran Zhang, Guochen Ning, Hongen Liao
     Augmented reality (AR) surgical navigation systems based on image overlay have been used in minimally invasive surgery (MIS). However, conventional systems still suffer from a limited viewing zone, a shortage of intuitive three-dimensional (3D) image guidance and can’t be moved... Read more
Posted on 30 OCT 2019
Featured Articles
Special Session on Small Things and Big Data: Controversies and Challenges in Digital Healthcare
In this issue, vol. 23, issue 6, November 2019,4 papers were published as part of the Special Session on Small Things and Big Data: Controversies and Challenges in Digital Healthcare. Please click below to view them on IEEE XPLORE. Deep Endoscopic... Read more
Posted on 30 OCT 2019
Featured Articles
Special Session on Pervasive Sensing and Machine Learning for Mental Health
In this issue, vol. 23, issue 6, November 2019, 7 papers were published as part of the Special Session on Pervasive Sensing and Machine Learning for Mental Health. Please click below to view them on IEEE XPLORE. Assessment of e-Social Activity... Read more
Posted on 30 OCT 2019
Featured Articles
Sensor Informatics
In this issue, vol. 23, issue 6, November 2019, 17 papers were published related to the topic Sensor Informatics. Please click below to view them on IEEE XPLORE. Postoperative Pain Assessment Model Based on Pulse Contour Characteristics Analysis Seok, Hyeon Seok; Choi,... Read more
Posted on 30 OCT 2019
Featured Articles
Imaging Informatics
In this issue, vol. 23, issue 6, November 2019, 11 papers were published related to the topic Imaging Informatics. Please click below to view them on IEEE XPLORE. Moving-tolerant Augmented Reality Surgical Navigation System using Autostereoscopic 3D Image Overlay Ma, Cong; Chen,... Read more
Posted on 30 OCT 2019
Featured Articles
Medical Informatics
In this issue, vol. 23, issue 6, November 2019, 6 papers were published related to the topic Medical Informatics. Please click below to view them on IEEE XPLORE. Measuring Oxygen Saturation with Smartphone Cameras using Convolutional Neural Networks Ding, Xinyi; Nassehi, Damoun... Read more
Posted on 30 OCT 2019
Featured Articles
Bioinformatics
In this issue, vol. 23, issue 6, November 2019, 2 papers were published related to the topic Bioinformatics. Please click below to view them on IEEE XPLORE. Computational Prediction of Human Disease-associated circRNAs based on Manifold Regularization Learning Framework Xiao, Qiu; Luo,... Read more
Posted on 30 OCT 2019
Featured Articles
Regression Convolutional Neural Network for Automated Pediatric Bone Age Assessment from Hand Radiograph
Xuhua Ren, Tingting Li, Xiujun Yang, Shuai Wang, Sahar Ahmad, Lei Xiang, Shaun Richard Stone, Lihong Li, Yiqiang Zhan, Dinggang Shen, Qian Wang
Skeletal bone age assessment is a common clinical practice to investigate endocrinology, genetic and growth disorders of children. However, clinical interpretation and bone age analyses are time-consuming, labor intensive and often subject to inter-observer variability. This advocates the need of... Read more
Posted on 29 AUG 2019
Featured Articles
Special Session on Biomedical Informatics across the Cancer Continuum
In this issue, vol. 23, issue 5, September 2019, 4 papers are published related to the Special Session on Biomedical Informatics across the Cancer Continuum. Please click here to view them, with links in IEEE XPLORE. Neural networks for deep radiotherapy dose... Read more
Posted on 29 AUG 2019
Featured Articles
Special Session on Interactive Virtual Environments for Neuroscience
In this issue, vol. 23, issue 5, September 2019, 5 papers are published related to the Special Session on Interactive Virtual Environments for Neuroscience Editorial. A smartphone application for automated decision support in cognitive task based evaluation of central nervous system... Read more
Posted on 29 AUG 2019
Featured Articles
Sensor Informatics
In this issue, vol. 23, issue 5, September 2019, 11 papers are published related to the topic Sensor Informatics. Please click here to view them, with links in IEEE XPLORE. Wearable Motion-based Heart-rate at Rest: A Workplace Evaluation Javier Hernandez; Daniel McDuff;... Read more
Posted on 29 AUG 2019
Featured Articles
Imaging Informatics
In this issue, vol. 23, issue 5, September 2019, 8 papers are published related to the topic Imaging Informatics. Please click here to view them, with links in IEEE XPLORE. Regression Convolutional Neural Network for Automated Pediatric Bone Age Assessment from... Read more
Posted on 29 AUG 2019
Featured Articles
Medical Informatics
In this issue, vol. 23, issue 5, September 2019, 7 papers are published related to the topic Medical Informatics. Please click here to view them, with links in IEEE XPLORE. Adversarial MACE Prediction after Acute Coronary Syndrome using Electronic Health Records Zhengxing... Read more
Posted on 29 AUG 2019
Featured Articles
Bioinformatics
In this issue, vol. 23, issue 5, September 2019, 1 paper is published related to the topic Bioinformatics. Please click here to view it, with link in IEEE XPLORE. A Projection Neural Network for Identifying Copy Number Variants Majid Mohammadi; Amin Mansoori... Read more
Posted on 29 AUG 2019
Featured Articles
Public Health Informatics
In this issue, vol. 23, issue 5, September 2019, 2 papers are published related to the topic Public Health Informatics. Please click here to view them, with links in IEEE XPLORE. Microsimulation Model Using Christiana Care Early Warning System (CEWS) to... Read more
Posted on 29 AUG 2019
Featured Articles
Respiratory Waveform Estimation from Multiple Accelerometers: An Optimal Sensor Number and Placement Analysis
Ailton Siqueira Jr, Amanda Franco Spirandeli, Raimes Moraes, Vicente Zarzoso
    Respiratory rate and phase are important information to assist the assessment of patients’ health in different clinical scenarios. Facial masks are usually employed to record respiratory waveforms, but they cause discomfort and obstruct the breathing of debilitated patients. Accelerometers have... Read more
Posted on 1 JUL 2019
Featured Articles
Special Issue on Machine Learning in Medical Imaging
In this issue, vol. 23, issue 4, July 2019, 11 papers are published as part of the Special Session on Machine Learning in Medical Imaging. Please click below to view them on IEEE XPLORE. Automated Layer Segmentation of Retinal Optical Coherence... Read more
Posted on 1 JUL 2019
Featured Articles
Special Issue on Advances on Neuro-Informatics
In this issue, vol. 23, issue 4, July 2019, 3 papers are published as a part of the Special Session on Advances on Neuroinformatics. Please click below to view them on IEEE XPLORE. Aberrant Brain Connectivity in Schizophrenia Detected via a... Read more
Posted on 1 JUL 2019
Featured Articles
Sensor Informatics
In this issue, vol. 23, issue 4, July 2019, 13 papers are published related to the topic Sensor Informatics. Please click below to view them on IEEE XPLORE. Multiday Evaluation of Techniques for EMG Based Classification of Hand Motions Waris, Asim; Niazi,... Read more
Posted on 1 JUL 2019
Featured Articles
Imaging Informatics
In this issue, vol. 23, issue 4, July 2019, 9 papers are published related to the topic Imaging Informatics. Please click below to view them on IEEE XPLORE. Towards Zero Re-training for Long-term Hand Gesture Recognition via Ultrasound Sensing Yang, Xingchen; Zhou,... Read more
Posted on 1 JUL 2019
Featured Articles
Medical Informatics
In this issue, vol. 23, issue 4, July 2019, 6 papers are published related to the topic Medical Informatics. Please click below to view them on IEEE XPLORE. Anonymity preserving and Lightweight Multi-Medical Server Authentication Protocol for Telecare Medical Information System Amin,... Read more
Posted on 1 JUL 2019
Featured Articles
Bioinformatics
In this issue, vol. 23, issue 4, July 2019, 1 paper was published related to the topic Bioinformatics. Please click below to view it at IEEE XPLORE. HerGePred: Heterogeneous Network Embedding Representation for Disease Gene Prediction Yang, Kuo; Wang, Ruyu; Liu, Guangming... Read more
Posted on 1 JUL 2019
Featured Articles
Public Health Informatics
In this issue, vol. 23, issue 4, July 2019, 1 paper was published related to the topic Public Health Informatics. Please click below to view it at IEEE XPLORE. Feasibility of Automated Mobility Assessment of Older Adults via an Instrumented Cane Wade,... Read more
Posted on 1 JUL 2019
Featured Articles
Remote Assessment of Cognitive Impairment Level based on Serious Mobile Game Performance: An Initial Proof of Concept
Hee-Tae Jung, Jean-Francois Daneault, Hyunsuk Lee, Kwangwook Kim, Byeongil Kim, Sungji Park, Taekyeong Ryu, Yangsoo Kim, Sunghoon Ivan Lee
         The number of individuals with permanent cognitive disabilities is increasing worldwide due to aging societies. It is important to longitudinally monitor changes in the cognitive functional and impairment levels of these individuals in order to evaluate the effectiveness of the... Read more
Posted on 6 MAY 2019
Featured Articles
Position Paper Deep Learning: Current and Emerging Applications in Medicine and Technology
Altug Akay, Henry Hess
  Machine learning is enabling researchers to analyze and understand increasingly complex physical and biological phenomena in traditional fields such as biology, medicine, and engineering and emerging fields like synthetic biology, automated chemical synthesis, and bio-manufacturing. These fields require new paradigms... Read more
Posted on 6 MAY 2019
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Special Issue on AI Enabled Connected Health Informatics (IEEE BHI 2018)
In this issue, vol. 23, issue 3, May 2019, 9 papers were published related to the Special Session on AI Enabled Connected Health Informatics (IEEE BHI 2018). Please click below to view them at IEEE XPLORE. Extending 2D Convolutional Neural Networks... Read more
Posted on 6 MAY 2019
Featured Articles
Sensor Informatics
In this issue, vol. 23, issue 3, May 2019, 9 papers were published related to the topic Sensor Informatics. Please click below to view them at IEEE XPLORE. Automatic Detection of Obstructive Sleep Apnea Using Wavelet Transform and Entropy based Features... Read more
Posted on 6 MAY 2019
Featured Articles
Imaging Informatics
In this issue, vol. 23, issue 3, May 2019, 14 papers were published related to the topic Imaging Informatics. Please click below to view them at IEEE XPLORE. A Survey of Feature Extraction in Dermoscopy Image Analysis of Skin Cancer Fidalgo Barata,... Read more
Posted on 6 MAY 2019
Featured Articles
Medical Informatics
In this issue, vol. 23, issue 3, May 2019, 5 paper were published related to the topic Medical Informatics. Please click below to view them at IEEE XPLORE. Novel Data Imputation for Multiple Types of Missing Data in Intensive Care Units Venugopalan,... Read more
Posted on 6 MAY 2019
Featured Articles
Bioinformatics
In this issue, vol. 23, issue 3, May 2019, 5 papers were published related to the topic Bioinformatics. Please click below to view them at IEEE XPLORE. Protein-protein Interactions Prediction via Multimodal Deep Polynomial Network and Regularized Extreme Learning Machine Lei, Haijun;... Read more
Posted on 6 MAY 2019
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Public Health Informatics
  In this issue, vol. 23, issue 3, May 2019, 1 paper was published related to the topic Public Health Informatics. Please click below to view it at IEEE XPLORE. Proposal for an eHealth Based Ecosystem Serving National Healthcare Schiza, Eirini; Kyprianou, Theodoros;... Read more
Posted on 6 MAY 2019
Featured Articles
DermaKNet: Incorporating the knowledge of dermatologists to Convolutional Neural Networks for skin lesion diagnosis
Ivan Gonzalez-Diaz
Traditional approaches to automatic diagnosis of skin lesions consisted of classifiers working on sets of hand-crafted features, some of which modeled lesion aspects of special importance for dermatologists. Recently, the broad adoption of Convolutional Neural Networks(CNNs)in most computer vision tasks... Read more
Posted on 4 MAR 2019
Featured Articles
Position Paper Into the Wild: The Challenges of Physiological Stress Detection in Laboratory and Ambulatory Settings
Elena Smets, Walter De Raedt, Chris Van Hoof
   Stress and mental health have become major concerns worldwide. Research has already extensively investigated physiological signals as quantitative and continuous markers of stress. In recent years the focus of the field has shifted from the laboratory to the ambulatory environment.... Read more
Posted on 27 FEB 2019
Featured Articles
Review Paper on Dermoscopy Image Analysis: Overview and Future Directions
M. Emre Celebi, Noel Codella, Allan Halpern
Dermoscopy is a non-invasive skin imaging technique that permits visualization of features of pigmented melanocytic neoplasms that are not discernable by examination with the naked eye. While studies on the automated analysis of dermoscopy images date back to the late... Read more
Posted on 27 FEB 2019
Featured Articles
Special Issue on Skin Lesion Image Analysis for Melanoma Detection
In this issue, vol. 23, issue 2, March 2019, 12 papers were published as part of the Special Session on Skin Lesion Image Analysis for Melanoma Detection. Please click below to view them at IEEE XPLORE. SDI+: a Novel Algorithm for... Read more
Posted on 27 FEB 2019
Featured Articles
Sensor Informatics
In this issue, vol. 23, issue 2, March 2019, 11 papers were published related to the topic Sensor Informatics. Please click below to view them at IEEE XPLORE. The Use of A Finger-Worn Accelerometer for Monitoring of Hand Use in Ambulatory... Read more
Posted on 27 FEB 2019
Featured Articles
Imaging Informatics
In this issue, vol. 23, issue 2, March 2019, 11 papers were published related to the topic Imaging Informatics. Please click below to view them at IEEE XPLORE. Semantic Segmentation of Pathological Lung Tissue with Dilated Fully Convolutional Networks Anthimopoulos, Marios; Christodoulidis,... Read more
Posted on 27 FEB 2019
Featured Articles
Medical Informatics
In this issue, vol. 23, issue 2, March 2019, 8 papers were published related to the topic Medical Informatics. Please click below to view them at IEEE XPLORE. A Review of Obstructive Sleep Apnea Detection Approaches Mendonηa, Fabio; Mostafa, Sheikh Shanawaz; Ravelo-Garcνa,... Read more
Posted on 27 FEB 2019
Featured Articles
Position Paper on Computational Cardiology
Lambros Athanasiou, Farhad Rikhtegar Nezami, Elazer R. Edelman
   Computational cardiology is the scientific field devoted to the development of methodologies that enhance our mechanistic understanding, diagnosis and treatment of cardiovascular disease. In this regard, the field embraces the extraordinary pace of discovery in imaging, computational modeling and cardiovascular... Read more
Posted on 28 DEC 2018
Featured Articles
Special Section on Integrating Informatics and Technology for Precision Medicine
In this issue, vol. 23, issue 1, January 2019, 7 papers are published related to the Special Section on Integrating Informatics and Technology for Precision Medicine. Please click here to view them, with links in IEEE XPLORE. A Network-Based Perspective in... Read more
Posted on 28 DEC 2018
Featured Articles
Special Section on Biomedical Data Learning, Reasoning, and Representation
In this issue, vol. 23, issue 1, January 2019, 3 papers are published related to the Special Section on Biomedical Data Learning, Reasoning, and Representation. Please click here to view them, with links in IEEE XPLORE. A Multi-view Deep Learning... Read more
Posted on 28 DEC 2018
Featured Articles
Sensor Informatics
In this issue, vol. 23, issue 1, January 2019, 11 papers are published related to the topic Sensor Informatics. Please click here to view them, with links in IEEE XPLORE. A Multi Rate Marginalized Particle Extended Kalman Filter for P... Read more
Posted on 28 DEC 2018
Featured Articles
Imaging Informatics
In this issue, vol. 23, issue 1, January 2019, 14 papers are published related to the topic Imaging Informatics. Please click here to view them, with links in IEEE XPLORE. Kidney Detection in 3D Ultrasound Imagery Via Shape to Volume... Read more
Posted on 28 DEC 2018
Featured Articles
Medical Informatics
In this issue, vol. 23, issue 1, January 2019, 4 papers are published related to the topic Medical Informatics. Please click here to view them, with links in IEEE XPLORE. An enhanced device-transparent real-time teleconsultation environment for radiologists Andrikos, Christos; Rassias,... Read more
Posted on 28 DEC 2018
Featured Articles
Bioinformatics
In this issue, vol. 23, issue 1, January 2019, 4 papers are published related to the topic Bioinformatics. Please click here to view them, with links in IEEE XPLORE. Multiple-criteria decision analysis-based multifactor dimensionality reduction for detecting gene-gene interactions Yang, Cheng-Hong;... Read more
Posted on 28 DEC 2018
Featured Articles
IoT-Based Remote Pain Monitoring System: From Device to Cloud Platform
Geng Yang, Mingzhe Jiang, Wei Ouyang, Guangchao Ji, Haibo Xie, Amir M. Rahmani, Pasi Liljeberg, Hannu Tenhunen
        Pain prompts the body to react and prevent further tissue damage. It should be controlled timely and adequately to promote the tissue damage healing process as well as well-being. Valid and reliable assessment of pain is a crucial prerequisite to... Read more
Posted on 30 OCT 2018
Featured Articles
Special Issue on Health Engineering and Informatics Driven by the Industry4.0 for Aging Society
In this issue, vol. 22, issue 6, November 2018, 12 papers are published related to the Special Issue on Health Engineering and Informatics Driven by the Industry4.0 for Aging Society. Please click below to view them in IEEE XPLORE. IoT-based Remote... Read more
Posted on 30 OCT 2018
Featured Articles
Sensor Informatics
In this issue, vol. 22, issue 6, November 2018, 7 papers are published related to the topic Sensor Informatics. Please click below to view them in IEEE XPLORE. Particle Filtering and Sensor Fusion for Robust Heart Rate Monitoring using Wearable Sensors Nathan,... Read more
Posted on 30 OCT 2018
Featured Articles
Imaging Informatics
In this issue, vol. 22, issue 6, November 2018, 2 papers are published related to the topic Imaging Informatics. Please click below to view them in IEEE XPLORE. Left Atrial Appendage Segmentation Using Fully Convolutional Neural Networks and Modified Three-dimensional Conditional... Read more
Posted on 30 OCT 2018
Featured Articles
Medical Informatics
In this issue, vol. 22, issue 6, November 2018, 3 papers are published related to the topic Bioinformatics. Please click below to view them in IEEE XPLORE. A Low-Power Fall Detector Balancing Sensitivity and False Alarm Rate Wang, Changhong; Lu, Wei; Redmond,... Read more
Posted on 30 OCT 2018
Featured Articles
Bioinformatics
In this issue, vol. 22, issue 6, November 2018, 1 paper was published related to the topic Bioinformatics. Please click below to view it in IEEE XPLORE. Joint Detection of Associations between DNA Methylation and Gene Expression from Multiple Cancers Fang, Jian;... Read more
Posted on 30 OCT 2018
Featured Articles
Public Health Informatics
In this issue, vol. 22, issue 6, November 2018, 1 papers was published related to the topic Public Health Informatics. Please click below to view it in IEEE XPLORE. Predicting High Cost Patients at Point of Admission using Network Science Srinivasan, Karthik;... Read more
Posted on 30 OCT 2018
Featured Articles
Combined Seismo- and Gyro-cardiography: A More Comprehensive Evaluation of Heart-Induced Chest Vibrations.
Chenxi Yang, Negar Tavassolian
Seismo-cardiography (SCG) is the measurement of the linear components of heart-induced chest wall vibrations, generally recorded using miniature accelerometers. Recent studies have shown promising results regarding the potential of this modality for monitoring hemodynamic parameters. Complementary to seismo-cardiography, a modality... Read more
Posted on 31 AUG 2018
Featured Articles
Sensor Informatics
In this issue, vol. 22, issue 5, September 2018, 14 papers are published related to the topic Sensor Informatics. Please click below to view them in IEEE XPLORE. Nocturnal Heart Rate Variability Spectrum Characterization in Preschool Children with Asthmatic Symptoms Milagro, Javier;... Read more
Posted on 31 AUG 2018
Featured Articles
Imaging Informatics
In this issue, vol. 22, issue 5, September 2018, 10 papers are published related to the topic Imaging Informatics. Please click below to view them in IEEE XPLORE. Anatomical Landmark based Deep Feature Representation for MR Images in Brain Disease... Read more
Posted on 31 AUG 2018
Featured Articles
Medical Informatics
In this issue, vol. 22, issue 5, September 2018, 9 papers are published related to the topic Medical Informatics. Please click below to view them in IEEE XPLORE. Intelligent Mortality Reporting with FHIR Hoffman, Ryan; Wu, Hang; Venugopalan, Janani; Braun, Paula; Wang,... Read more
Posted on 31 AUG 2018
Featured Articles
Public Health Informatics
In this issue, vol. 22, issue 5, September 2018, 2 papers are published related to the topic Public Health Informatics. Please click below to view it in IEEE XPLORE. Home Monitoring of Blood Pressure: Short-Term Changes during Serial Measurements for... Read more
Posted on 31 AUG 2018
Featured Articles
Optimized Automated Segmentation and 3D Reconstruction Using Intracoronary Optical Coherence Tomography
Lambros Athanasiou, Farhad Rikhtegar Nezami, Micheli Zanotti Galon, Augusto Celso Lopes, Pedro Alves Lemos, José M de la Torre Hernandez, Eyal Ben-Assa, Elazer R. Edelman
Real time segmentation and three-dimensional (3D) reconstruction of the coronary arteries is challenging and limited by the increased computational time of the developed computer-aided methods. We present a novel and time-efficient method for intracoronary lumen detection which produces 3D coronary... Read more
Posted on 29 JUN 2018
Featured Articles
Sensor Informatics
In this issue, vol. 22, issue 4, July 2018, 21 papers are published related to the topic Sensor Informatics. Please click below to view them in IEEE XPLORE. Validation of a Commercial Android Smartwatch as an Activity Monitoring Platform Perez-Macias, Jose Maria;... Read more
Posted on 29 JUN 2018
Featured Articles
Imaging Informatics
In this issue, vol. 22, issue 4, July 2018, 12 papers are published related to the topic Imaging Informatics. Please click below to view them in IEEE XPLORE. Optimized computer-aided segmentation and 3D reconstruction using intracoronary optical coherence tomography Athanasiou, Lambros; Rikhtegar... Read more
Posted on 29 JUN 2018
Featured Articles
Medical Informatics
In this issue, vol. 22, issue 4, July 2018, 4 papers are published related to the topic Medical Informatics. Please click below to view them in IEEE XPLORE. A Trust Model for Ubiquitous Healthcare Environment on the Basis of Adaptable Fuzzy-Probabilistic... Read more
Posted on 29 JUN 2018
Featured Articles
Reliability of Lagged Poincare Plot Parameters in Ultra-Short Heart Rate Variability Series: Application on Affective Sounds
Mimma Nardelli, Alberto Greco, Juan Bolea, Gaetano Valenza, Enzo Pasquale Scilingo, Raquel Bailón
The number of studies about ultra-short cardiovascular time series is increasing because of the demand for mobile applications in telemedicine and e-health monitoring. However, the current literature still needs a proper validation of heartbeat nonlinear dynamics assessment from ultra-short time... Read more
Posted on 30 APR 2018
Featured Articles
Sensor Informatics
In this issue, vol. 22, issue 3, May 2018, 18 papers are published related to the topic Sensor Informatics. Please click below to view them in IEEE XPLORE. Deep belief networks for electroencephalography: A review of recent contributions and future outlooks Movahedi,... Read more
Posted on 30 APR 2018
Featured Articles
Imaging Informatics
In this issue, vol. 22, issue 3, May 2018, 10 papers are published related to the topic Imaging Informatics. Please click below to view them in IEEE XPLORE. Three-Dimensional Intravascular Reconstruction Techniques Based on Intravascular Ultrasound (IVUS): A Technical Review Shi, Chaoyang;... Read more
Posted on 30 APR 2018
Featured Articles
Medical Informatics
In this issue, vol. 22, issue 3, May 2018, 4 papers are published related to the topic Medical Informatics. Please click below to view them in IEEE XPLORE. A Knowledge-Constrained Access Control Model for Protecting Patient Privacy in Hospital Zhang, Runtong; Chen,... Read more
Posted on 30 APR 2018
Featured Articles
Bioinformatics
In this issue, vol. 22, issue 3, May 2018, 2 papers are published related to the topic Bioinformatics. Please click below to view them in IEEE XPLORE. Simulation of Healing Threshold in Strain-Induced Inflammation through a Discrete Informatics Model Ibrahim, Israr; Oruganti,... Read more
Posted on 30 APR 2018
Featured Articles
Public Health Informatics
In this issue, vol. 22, issue 3, May 2018, 1 paper is published related to the topic Public Health Informatics. Please click below to view it in IEEE XPLORE. Modeling the Length of Stay of Respiratory Patients in Emergency Department Using... Read more
Posted on 30 APR 2018
Featured Articles
Mobile Stride Length Estimation with Deep Convolutional Neural Networks
Julius Hannink, Thomas Kautz, Cristian F. Pasluosta, Jens Barth, Samuel Schülein, Karl-Günter Gaßmann, Jochen Klucken, Bjoern M. Eskofier
        Accurate estimation of spatial gait characteristics is critical to assess motor impairments resulting from neurological or musculoskeletal disease. Currently, however, methodological constraints limit clinical applicability of state-of-the-art double integration approaches to gait patterns with a clear zero-velocity phase. We describe... Read more
Posted on 28 FEB 2018
Featured Articles
Special Issue on Informatics for Personalized, Precision and Preventive Healthcare (3P Healthcare), IEEE BHI 2017
In this issue, vol. 22, issue 2, March 2018, 6 papers are published as part of the Special Issue on Informatics for Personalized, Precision and Preventive Healthcare (3P Healthcare), IEEE BHI 2017. Please click below to view them in IEEE... Read more
Posted on 27 FEB 2018
Featured Articles
Sensor Informatics
In this issue, vol. 22, issue 2, March 2018, 14 papers are published related to the topic Sensor Informatics. Please click below to view them in IEEE XPLORE. Mobile Stride Length Estimation with Deep Convolutional Neural Networks Hannink, Julius; Kautz, Thomas; Pasluosta,... Read more
Posted on 27 FEB 2018
Featured Articles
Imaging Informatics
In this issue, vol. 22, issue 2, March 2018, 8 papers are published related to the topic Imaging Informatics. Please click below to view them in IEEE XPLORE. Statistical shape modeling of the left ventricle: myocardial infarct classification challenge Suinesiaputra, Avan; Ablin,... Read more
Posted on 27 FEB 2018
Featured Articles
Medical Informatics
In this issue, vol. 22, issue 2, March 2018, 6 papers are published related to the topic Medical Informatics. Please click below to view them in IEEE XPLORE. Tackling missing data in community health studies using additive LS-SVM classifier Wang, Guanjin; Deng,... Read more
Posted on 27 FEB 2018
Featured Articles
Bioinformatics
In this issue, vol. 22, issue 2, March 2018, 1 paper is published related to the topic Bioinformatics. Please click below to view it in IEEE XPLORE. In-silico Modeling of the Functional Role of Reduced Sialylation in Sodium and Potassium Du, Dongping;... Read more
Posted on 27 FEB 2018
Featured Articles
DREAMER: A Database for Emotion Recognition Through EEG and ECG Signals From Wireless Low-Cost Off-the-Shelf Devices
Stamos Katsigiannis, Naeem Ramzan
  DREAMER is a multi-modal database consisting of electroencephalogram (EEG) and electrocardiogram (ECG) signals recorded during affect elicitation by means of audio-visual stimuli in the form of film clips. The database contains the recorded signals from 23 participants, as well as... Read more
Posted on 18 DEC 2017
Featured Articles
Special Section: 13th Body Sensor Networks Symposium
Wearable and implantable sensor systems have been a unifying theme for the annual Body Sensors Network (BSN) symposium since its conception by Guang-Zhong Yang at Imperial College in 2004.  However, each year the meeting takes on the unique character and... Read more
Posted on 18 DEC 2017
Featured Articles
Sensor Informatics
In this issue, vol. 22, issue 1, January 2018, 12 papers have been published related to the topic Sensor informatics. Please click below to view them in IEEE XPLORE. BioPad: Leveraging Off-the-Shelf Video Games for Stress Self-Regulation Wang, Zelun; Parnandi, Avinash; Gutierrez-Osuna,... Read more
Posted on 18 DEC 2017
Featured Articles
Imaging Informatics
In this issue, vol. 22, issue 1, January 2018, 8 papers have been published related to the topic Imaging informatics. Please click below to view them in IEEE XPLORE. Three Dimensional Visual Patient Based on Electronic Medical Diagnostic Records Shi, Liehang; Sun,... Read more
Posted on 18 DEC 2017
Featured Articles
Medical Informatics
In this issue, vol. 22, issue 1, January 2018, 4 papers have been published related to the topic Medical informatics. Please click below to view them in IEEE XPLORE. Deep Learning for Automated Extraction of Primary Sites from Cancer Pathology Reports Qiu,... Read more
Posted on 18 DEC 2017
Featured Articles
Public Health Informatics
In this issue, vol. 22, issue 1, January 2018, 1 paper is published related to the topic Imaging informatics. Please click below to view them in IEEE XPLORE. Early Detection of Peak Demand Days of Chronic Respiratory Diseases Emergency Department Visits... Read more
Posted on 18 DEC 2017
Featured Articles
Sensor Informatics
In this issue, vol. 21, issue 6, November 2017, 14 papers are published related to the topic Sensor Informatics. Please click below to view them in IEEE XPLORE. Differences between Gait on Stairs and Flat Surfaces in Relation to Fall Risk... Read more
Posted on 20 OCT 2017
Featured Articles
Medical Informatics
In this issue, vol. 21, issue 6, November 2017, 5 papers are published related to the topic Medical Informatics. Please click below to view them in IEEE XPLORE. Hemorrhage prediction models in surgical intensive care: bedside monitoring data adds information to... Read more
Posted on 20 OCT 2017
Featured Articles
Imaging Informatics
In this issue, vol. 21, issue 6, November 2017, 10 papers are published related to the topic Imaging Informatics. Please click below to view them in IEEE XPLORE. Alzheimer’s Disease Diagnosis using Landmark-based Features from Longitudinal Structural MR Images Zhang, Jun; Liu,... Read more
Posted on 20 OCT 2017
Featured Articles
Public Health Informatics
In this issue, vol. 21, issue 6, November 2017, 1 paper is published related to the topic Public Health Informatics. Please click below to view it in IEEE XPLORE. Automatic Prediction of Health Status using Smartphone Derived Behaviour Profiles Kelly, Daniel; Curran... Read more
Posted on 20 OCT 2017
Featured Articles
Validation of an Adaptive Transfer Function Method to Estimate the Aortic Pressure Waveform
Yang Yao, Lisheng Xu, Yingxian Sun, Qiang Fu, Shuran Zhou, Dianning He, Yahui Zhang, Liang Guo, Dingchang Zheng
         Aortic pulse wave reflects cardiovascular status, but unlike the peripheral pulse wave, is difficult to be measured reliably using non-invasive techniques. Therefore, the estimation of aortic pulse wave from peripheral ones is of great significance. Traditional methods using generalized transfer... Read more
Posted on 20 OCT 2017
Featured Articles
A Microsoft Kinect-Based Point-of-Care Gait Assessment Framework for Multiple Sclerosis Patients
Farnood Gholami, Daria A. Trojan, Jozsef Kovecses, Wassim M. Haddad, Behnood Gholami
     Gait impairment is a prevalent and important difficulty for patients with multiple sclerosis (MS), a common neurological disorder. An easy to use tool to objectively evaluate gait in MS patients in a clinical setting can assist clinicians to perform an... Read more
Posted on 29 AUG 2017
Featured Articles
Sensor Informatics
In this issue, vol. 21, issue 5, September 2017, 8 papers are published related to the topic Sensor informatics. Please click below to view them in IEEE XPLORE. A Chair-based Unobtrusive Cuffless Blood Pressure Monitoring System Based on Pulse Arrival Time Tang, Zunyi;... Read more
Posted on 29 AUG 2017
Featured Articles
Imaging Informatics
In this issue, vol. 21, issue 5, September 2017, 12 papers are published related to the topic imaging informatics. Please click below to view them in IEEE XPLORE. An Open Benchmark Challenge for Motion Correction of Myocardial Perfusion MRI Pontri, Beau; Cowan, Brett;... Read more
Posted on 29 AUG 2017
Featured Articles
Medical Informatics
In this issue, vol. 21, issue 5, September 2017, 5 papers are published related to the topic Medical informatics. Please click below to view them in IEEE XPLORE. Intelligent Non-invasive Diagnosis of Aneuploidy: Raw Values and Highly Imbalanced Dataset Neocleous, Andreas; Nicolaides, Kypros;... Read more
Posted on 29 AUG 2017
Featured Articles
Bioinformatics
In this issue, vol. 21, issue 5, September 2017, 1 paper is published related to the topic Bioinformatics. Please click below to view them in IEEE XPLORE. Private and Efficient Query Processing on Outsourced Genomic Databases Ghasemi, Reza; Aziz, Md Momin Al; Mohammed,... Read more
Posted on 29 AUG 2017
Featured Articles
Public Health Informatics
In this issue, vol. 21, issue 5, September 2017, 3 papers are published related to the topic Public Health Informatics. Please click below to view it in IEEE XPLORE. Analyzing and Identifying Teens Stressful Periods and Stressor Events from a Microblog Li,... Read more
Posted on 29 AUG 2017
Featured Articles
Special Issues
Upcoming Special Issues Advances on Neuro-Informatics Neuro-Informatics is one of the most attractive research topics for many generations of Scientists, Engineers, Practitioners, Physicians, others due to its profound importance in healthcare and in our lives, as well. Significant driving forces behind of... Read more
Posted on 15 AUG 2017
Featured Articles
Parallel vs. Distributed Data Access for Giga-pixel-resolution Histology Images: Challenges and Opportunities
Esma Yildirim, David J. Foran
Recent advances in digital pathology technology have led to significant improvements in terms of both the quality and resolution of the resulting images, which now often exceed several Gigabytes each. Today, several leading institutions across the US, utilize whole-slide imaging... Read more
Posted on 26 JUN 2017
Featured Articles
Imaging Informatics
In this issue, vol. 21, issue 4, July 2017, 12 papers are published related to the topic Imaging informatics. Please click below to view them in IEEE XPLORE. Occlusion and Slice-based Volume Rendering Augmentation for PET-CT Jung, Youn Hyun; Kim, Jinman; Feng, Dagan; Fulham,... Read more
Posted on 26 JUN 2017
Featured Articles
Sensor Informatics
In this issue, vol. 21, issue 4, July 2017, 12 papers are published related to the topic Sensor informatics. Please click below to view them in IEEE XPLORE. Automated Diagnosis of Epilepsy using Key-point Based Local Binary Pattern of EEG Signals Tiwari, Ashwani ;... Read more
Posted on 26 JUN 2017
Featured Articles
Medical Informatics
In this issue, vol. 21, issue 4, July 2017, 4 papers are published related to the topic Medical informatics. Please click below to view them in IEEE XPLORE. Discovery and Clinical Decision Support for Personalized Healthcare Yoon, Jinsung; Davtyan, Camelia; van der Schaar,... Read more
Posted on 26 JUN 2017
Featured Articles
Bioinformatics
In this issue, vol. 21, issue 4, July 2017, 1 paper is published related to the topic Bioinformatics. Please click below to view it in IEEE XPLORE. Clustering Single-Cell Expression Data Using Random Forest Graphs BARAN POUYAN, MAZIYAR; Nourani, Mehrdad... Read more
Posted on 26 JUN 2017
Featured Articles
Public Health Informatics
In this issue, vol. 21, issue 4, July 2017, 1 paper is published related to the topic Public Health Informatics. Please click below to view it in IEEE XPLORE. A Framework for Mixed-type Multi-outcome Prediction with Applications in Healthcare Saha, Budhaditya; Gupta,... Read more
Posted on 26 JUN 2017
Featured Articles, Special Issues
Call for Papers: Health Engineering and Informatics Driven by the Industry4.0 for Aging Society
J-BHI Special Issue on “Health Engineering and Informatics Driven by the Industry4.0 for Aging Society” As a traditional research topic of biomedical engineering and health informatics, the aging of population has been globally recognized as one of the top grand challenges. The... Read more
Posted on 5 MAY 2017
Featured Articles
Towards Unobtrusive Patient Handling Activity Recognition for Reducing Injury Risk among Caregivers
Feng Lin, Aosen Wang, Lora Cavuto, Wenyao Xu
Nurses regularly perform patient handling activities. These activities with awkward postures expose healthcare providers to a high risk of overexertion injury. The recognition of patient handling activities is the first step to timely detect the injury development then reduce injury... Read more
Posted on 27 APR 2017
Featured Articles, Special Issues
Special Issue on Nutrition Informatics: from Food Monitoring to Dietary Management
Non-Communicable  Diseases (NCD), namely diabetes mellitus, cardiovascular diseases, chronic respiratory diseases and cancer, account for a massively increasing proportion of the global health burden. A number of behavioral and physiological factors are related to the rising onset of NCD worldwide,... Read more
Posted on 27 APR 2017
Featured Articles
Sensor Informatics
ECG Denoising Using Marginalized Particle Extended Kalman Filter with an Automatic Particle Weighting Strategy Danandeh Hesar, Hamed; Mohebbi, Maryam Adaptive Dictionary Reconstruction for Compressed Sensing of ECG Signals Craven, Darren; McGinley, Brian; Kilmartin, Liam; Glavin, Martin; Jones, Edward Multiple ECG Fiducial Points based Random... Read more
Posted on 26 APR 2017
Featured Articles
Imaging Informatics
Silhouette Orientation Volumes for Efficient Fall Detection in Depth Videos Akagunduz, Erdem; Aslan, Muzaffer; Sengur, Abdulkadir; Wang, Haibo; Once, Melih Tidal Volume and Instantaneous Respiration Rate Estimation using a Smartphone Camera Reyes, Bersain; Reljin, Natasa; Kong, Young; Nam, Yunyoung; Chon, Ki Voxel-based diagnosis of... Read more
Posted on 26 APR 2017
Featured Articles
Medical Informatics
Efficient and Privacy-Preserving Online Medical Pre-Diagnosis Framework Using Nonlinear SVM Zhu, Hui; Liu, Xiaoxia; Lu, Rongxing; Li, Hui... Read more
Posted on 26 APR 2017
Featured Articles
Public Health Informatics
Can Cluster-Boosted Regression Improve Prediction: Death and Length of Stay in the ICU? Rouzbahman, Mahsa; Jovicic, Aleksandra; Chignell, Mark Moving Real Exergaming Engines on the Web: The webFitForAll case study in an active and healthy ageing living lab environment Konstantinidis, Evdokimos; Bamparopoulos, Giorgos;... Read more
Posted on 26 APR 2017
Featured Articles
Bioinformatics
MIGS-GPU: Microarray Image Gridding and Segmentation on the GPU Katsigiannis, Stamos; Zacharia, Eleni; Maroulis, Dimitris Hypoxia Stress Response Pathways: Modeling and Targeted Therapy Datta, Aniruddha; Vakulabaranam, Sriram; Varghese, Rajani; Venkatraj, Jijayanagaram... Read more
Posted on 26 APR 2017
Featured Articles, Special Issues
Special Issue: IEEE BHI 2016
The IEEE International Conference on Biomedical and Health Informatics (BHI) is a special topic conference of IEEE Engineering in Medicine and Biology Society (IEEE-EMBS). BHI2016 was co-located with the Annual HIMSS Conference & Exhibition in Las Vegas, NV, USA, in... Read more
Posted on 28 FEB 2017
Featured Articles, Special Issues
Special Issue: Deep Learning for Biomedical and Health Informatics
Deep learning is a rapidly advancing field in recent years, in terms of both methodological development and practical applications. It allows computational models of multiple processing layers to learn and represent data with multiple levels of abstraction. It is able... Read more
Posted on 30 DEC 2016
Featured Articles
Toward Pervasive Gait Analysis With Wearable Sensors: A Systematic Review
Shanshan Chen, John Lach, Benny P.L. Lo, Guang-Zhong Yang
After decades of evolution, measuring instruments for quantitative gait analysis have become an important clinical tool for assessing pathologies manifested by gait abnormalities. However, such instruments tend to be expensive and require expert operation and maintenance besides their high cost,... Read more
Posted on 8 DEC 2016
Featured Articles, Special Issues
Special Issue: IEEE EMBC 2015
Elsa D. Angelini ; Riccardo Bellazzi ; Walter Besio ; Marius Linguraru This special issue of the IEEE JOURNAL ON BIOMEDICAL AND HEALTH INFORMATICS (JBHI) presents full articles of the work presented at the 37th Annual International Conference of the IEEE... Read more
Posted on 9 SEP 2016
Featured Articles, Special Issues
Special Issue: IEEE BSN 2015
J. Palmer and B. Telfer Since 2004, the annual International Conference on Wearable and Implantable Body Sensor Networks (BSN) has provided a forum for researchers and leaders from academia, government, and industry to share technical advances and new initiatives in body-worn... Read more
Posted on 9 SEP 2016
Featured Articles, Special Issues
Special Section: MobiHealth 2014, IEEE HealthCom 2014, and IEEE BHI 2014
Metin Akay; Gouenou Coatrieux; Yang Hao; Dimitrios I. Fotiadis; Andrew Laine; Benny Lo; Konstantina S. Nikita; Norbert Noury; Joel Rodrigues; May D. Wang In this special section, we gathered papers from three well-known conferences organized in 2014: EAI Mobihealth, IEEE HealthCom, and... Read more
Posted on 10 MAY 2016
Featured Articles
Classification of Voluntary Cough Airflow Patterns for Prediction of Abnormal Spirometry
Jeffrey S. Reynolds, W. Travis Goldsmith, Jeremy B. Day, Ayman A. Abaza, Ahmed M. Mahmoud, Ali A. Afshari, Jacob B. Barkley, E. Lee Petsonk, Michael L. Kashon, David G. Frazer
Measurement of partial expiratory flow-volume curves has become an important technique in diagnosing lung disease, particularly in children and in the elderly. The objective of this study was to investigate the feasibility of predicting abnormal spirometry using the partial flow-volume... Read more
Posted on 10 MAY 2016
Featured Articles
DBN-Extended: A Dynamic Bayesian Network Model Extended With Temporal Abstractions for Coronary Heart Disease Prognosis
Kalia Orphanou, Athena Stassopoulou, Elpida Keravnou-Papailiou
Temporal abstraction (TA) and dynamic Bayesian networks (DBNs) became two topics of much interest and research in clinical systems. TA is a knowledge-based process that abstracts raw temporal data into higher level interval-based concepts. TA techniques were utilized in various... Read more
Posted on 10 MAY 2016
Featured Articles
On the Influence of Confounding Factors in Multisite Brain Morphometry Studies of Developmental Pathologies: Application to Autism Spectrum Disorder
Guillaume Auzias, Sylvain Takerkart, Christine Deruelle
Brain anatomical MRI is increasingly viewed as an attractive way to measure biological properties of interest. In particular, numerous neuroimaging studies have shown that it is possible to distinguish patients from healthy control subjects using cortical thickness measurements. In this... Read more
Posted on 10 MAY 2016
Featured Articles
Modeling the Interplay Between Tumor Volume Regression and Oxygenation in Uterine Cervical Cancer During Radiotherapy Treatment
Antonella Belfatto, Marco Roboldi, Delia Ciardo, Federica Cattani, Agnese Cecconi, Roberta Lazzari, Barbara Alicja Jereczek-Fossa, Roberto Orecchia, Guido Baroni, Pietro Cerveri
A novel modeling approach of tumor growth and response to radiotherapy is presented and tested on cervical cancer patient data. A patient-specific mathematical model is developed to predict the evolution of cancer volume at a macroscopic scale, during fractionated external... Read more
Posted on 16 MAR 2016
Featured Articles
Lumen Segmentation in Intravascular Optical Coherence Tomography Using Backscattering Tracked and Initialized Random Walks
Abhijit Guha Roy, Sailesh Conjeti, Stéphane G. Carlier, Pranab K. Dutta, Adnan Kastrati, Andrew F. Laine, Nassir Navab, Amin Katouzian, Debdoot Sheet
Intravascular imaging using optical coherence tomography (OCT) is commonly used in interventional cardiology for proper diagnosis and surgical planning. OCT provides high-­‐resolution images for detailed investigation of atherosclerosis induced thickening of the lumen wall resulting in arterial blockage and triggering... Read more
Posted on 16 MAR 2016
Featured Articles
Skull Segmentation and Reconstruction From Newborn CT Images Using Coupled Level Sets
Sona Ghadimi, Hamid Abrishami Moghaddam, Reinhard Grebe, Fabrice Wallois
The impact of cranial bones and fontanels-sutures on neuronal source localization in infants by either high-density electroencephalography or high-density functional optical imaging has been proven. However, the main issue in pre-matures and neonates is accurate identification and extraction of the... Read more
Posted on 16 MAR 2016
Featured Articles
Improvement in Neural Respiratory Drive Estimation From Diaphragm Electromyographic Signals Using Fixed Sample Entropy
Luis Estrada, Abel Torres, Leonardo Sarlabous, Raimon Jané
Diaphragm electromyography is a valuable technique for the recording of electrical activity of the diaphragm. The analysis of diaphragm electromyographic (EMGdi) signal amplitude is an alternative approach for the indirect quantification of neural respiratory drive (NRD), which reflects the load... Read more
Posted on 16 MAR 2016
Featured Articles, Special Issues
Special Section: Biomedical and Health Informatics for Diabetes
Georgiou, P., Johnston, D. It is estimated that 371 million people worldwide have diabetes and the number is increasing at an alarming rate. In addition to short-term symptoms, there are long-term macro and microvascular complications including cardiovascular disease, especially heart attacks... Read more
Posted on 8 JAN 2016
Featured Articles
Multimodality Neurological Data Visualization with Multi-VOI Based DTI Fiber Dynamic Integration
Qi Zhang, Murray Alexander, Lawrence Ryner
Brain lesions are usually located adjacent to critical spinal structures, so it will be a challenging task for neurosurgeons to precisely plan a surgical procedure without damaging healthy tissues and nerves. The advancement of medical imaging technologies produces a large... Read more
Posted on 8 JAN 2016
Featured Articles
Unobtrusive Monitoring of Neonatal Brain Temperature Using a Zero-Heat-Flux Sensor Matrix
Louis Atallah, Edwin Bongers, Bishal Lamichhane, Sidarto Bambang-Oetomo
The temperature of preterm neonates must be maintained within a narrow window to ensure their survival. Continuously measuring their core temperature provides an optimal means of monitoring their thermoregulation and their response to environmental changes. However, existing methods of measuring... Read more
Posted on 8 JAN 2016
Featured Articles
Detecting Subclinical Diabetic Cardiac Autonomic Neuropathy by Analysing Ventricular Repolarization Dynamics
Mohammad Hasan Imam, Chandan K. Karmakar, Herbert F. Jelinek, Marimuthu Palaniswami, Ahsan H. Khandoker
Cardiac autonomic neuropathy (CAN), a major complication of diabetes, is characterized by a gradual increase in damage to the autonomic nerve fibers that results in abnormalities in ventricular repolarization (VR) dynamics. CAN needs to be detected at the subclinical stage,... Read more
Posted on 8 JAN 2016
Featured Articles, Special Issues
Special Section: Enabling Technologies for Parkinson’s Disease Management
Parkinson’s disease is the most common neurological movement disorder, with a prevalence of up to 2% in the elderly. The new research published in this Special issue represents the edge between the current technical abilities of engineering solutions and clinical... Read more
Posted on 30 OCT 2015
Featured Articles
Prediction of Freezing of Gait in Parkinson’s from Physiological Wearables: An Exploratory Study
Sinziana Mazilu, Alberto Calatroni, Eran Gazit, Anat Mirelman, Jeffrey M. Hausdorff, Gerhard Tröster
Freezing of gait (FoG) is a common and severe gait impairment among patients with advanced Parkinson’s disease. FoG is associated with falls and negatively impacts the patient’s quality of life. Wearable systems that detect FoG in real time have been... Read more
Posted on 30 OCT 2015
Featured Articles
Analyzing Activity Behavior and Movement in a Naturalistic Environment Using Smart Home Techniques
Diane J. Cook, Maureen Schmitter-Edgecombe, Prafulla Dawadi
One of the many services that intelligent systems can provide is the ability to analyze the impact of different medical conditions on daily behavior. This study uses smart homes and wearable sensors to collect data while (n=84) older adults perform... Read more
Posted on 30 OCT 2015
Featured Articles
An Emerging Era in the Management of Parkinson’s Disease: Wearable Technologies and the Internet of Things
Cristian F. Pasluosta, Heiko Gassner, Juergen Winkler, Jochen Klucken, Bjoern M. Eskofier
This review highlights the technological aspects of an emerging healthcare platform designed to cope with the increasing global prevalence of chronic neurological disorders associated with the elderly. Wearable technologies connected through the Internet of Things (IoT) platform are revolutionizing patient... Read more
Posted on 30 OCT 2015
Featured Articles, Special Issues
Special Section: Sensor Informatics and Quantified Self
Wearable sensors, combined with signal processing, machine learning, and the ability to collect large sets of human data comfortably 24/7, are advancing new ways to learn about human wellbeing.  Measurements that used to be confined to short-term sampling in a... Read more
Posted on 31 AUG 2015
Featured Articles
Special Section: Machine Learning and Data Mining in Medical Imaging
Medical imaging is becoming indispensable nowadays for healthcare and many other biomedical applications. With advances in medical imaging, such as cone-beam/multi-slice CT, 3D ultrasound imaging, tomosynthesis, diffusion-weighted magnetic resonance imaging (MRI), positron-emission tomography (PET)/CT, electrical impedance tomography, and diffuse optical... Read more
Posted on 31 AUG 2015
Featured Articles
Identifying Physical Activity Profiles in COPD Patients Using Topic Models
Gabriele Spina, Pierluigi Casale, Paul S. Albert, Jennifer Alison, Judith Garcia-Aymerich, Richard W. Costello, Nidia A. Hernandes, Arnoldus J. R. van Gestel, Jorg D. Leuppi, Rafael Mesquita, Sally J. Singh, Frank W. J. M. Smeenk, Ruth Tal-Singer, Emiel F. M. Wouters, Martijn A. Spruit, Albertus C. den Brinker
With the growing amount of physical activity (PA) measures, the need for methods and algorithms that automatically analyse and interpret unannotated data increases. In this paper PA is seen as a combination of multi-modal constructs that can co-occur in different... Read more
Posted on 31 AUG 2015
Featured Articles
Personalization of Energy Expenditure Estimation in Free Living Using Topic Models
Marco Altini, Pierluigi Casale, Julien Penders, Oliver Amft
We introduce an approach to personalize energy expenditure (EE) estimates in free living. First we use Topic Models (TM) to discover activity composites from recognized activity primitives and stay regions in daily living data. Subsequently, we determine activity composites that... Read more
Posted on 31 AUG 2015
Featured Articles
Special Issue on EMBC 2014
This special edition comprises 10 papers selected from over 2000 submissions at the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’14). Based on the novelty and merits of their work as well as their... Read more
Posted on 24 JUL 2015
Featured Articles, Special Issues
Special Issue: Big Data for Health
R. Atun, Y. Lussier, C. Poon, S. T. C. Wong, and G.-Z. Yang Development in the fields of biomedical and health informatics are driving major expansion in big-data, not only because of the sheer volume of information generated, but also due... Read more
Posted on 8 JUL 2015
Featured Articles
Retinal Area Detector from Scanning Laser Ophthalmoscope (SLO) Images for Diagnosing Retinal Diseases
Muhammad Salman Haleem, Liangxiu Han, Jano Van Hemert, Baihua Li, Alan Fleming
Early detection and treatment of retinal eye diseases is critical to avoid preventable vision loss. Digital retinal imaging is widely used to identify patients with retinal disease in primary care. With the advent of the latest screening technology, the advantage... Read more
Posted on 8 JUL 2015
Featured Articles
Predicting Asthma‐Related Emergency Department Visits Using Big Data
Sudha Ram, Wenli Zhang, Max Williams, Yolande Pengetnze
Asthma is one of the most prevalent and costly chronic conditions in the United States, which cannot be cured. However, accurate and timely surveillance data could allow for timely and targeted interventions at the community or individual level. Current national... Read more
Posted on 8 JUL 2015
Featured Articles
Co-Variation of Depressive Mood and Spontaneous Physical Activity in Major Depressive Disorder: Towards Continuous Monitoring of Depressive Mood
Jinhyuk Kim, Toru Nakamura, Hiroe Kikuchi, Kazuhiro Yoshiuchi, Tsukasa Sasaki, Yoshiharu Yamamoto
The objective evaluation of depressive mood is considered to be useful for the diagnosis and treatment of depressive disorders. Thus, we investigated psycho-behavioral correlates, particularly the statistical associations between momentary depressive mood and behavioral dynamics measured objectively, in patients with... Read more
Posted on 8 JUL 2015
Featured Articles
Special Issue: Body Sensor Networks: Novel Sensors, Algorithms, Platforms and Applications
Amft, J. Palmer, and B. Telfer Ubiquitous body-worn sensors and mobile devices have extensive applications in health monitoring and user guidance when combined with advanced algorithms. This special is- sue includes 13 papers, presenting novel approaches and trends in both sensor... Read more
Posted on 4 MAY 2015
Featured Articles, Special Issues
Special Issue: RF and Communication Technologies for Wireless Implants
R. Yuce, I. Balasingham, Y.-K. Yoon, J. Wang, and C. C. Y. Poon This special issue includes seven interesting articles that tackle some of the existing challenges and design issues related to the use of RF and Communication Technologies for wireless... Read more
Posted on 4 MAY 2015
Featured Articles
A Novel Computerized Tool to Stratify Risk in Carotid Atherosclerosis Using Kinematic Features of the Arterial Wall
Aimilia Gastounioti, Stavros Makrodimitris, Spyretta Golemati, Nikolaos P.E. Kadoglou, Christos D. Liapis, Konstantina S. Nikita
Gastounioti, S. Makrodimitris, S. Golemati, N. P. E. Kadoglou, C. D. Liapis, and K. S. Nikita In this paper, we address valid risk stratification for carotid atherosclerosis, which is a crucial public health challenge with major effects for both patient safety... Read more
Posted on 4 MAY 2015
Featured Articles
Advanced Insulin Bolus Advisor based on Run-To-Run Control and Case- Based Reasoning
Pau Herrero, Peter Pesl, Monika Reddy, Nick Oliver, Pantelis Georgiou, Christofer Toumazou
Herrero, P. Pesl, M. Reddy, N. Oliver, P. Georgiou, and C. Toumazou Insulin bolus calculators are simple decision support software tools incorporated in most commercially available insulin pumps to help people with Type 1 diabetes mellitus (T1DM) calculate the insulin doses... Read more
Posted on 4 MAY 2015
Featured Articles
Epsilon-Tube Filtering: Reduction of High-Amplitude Motion Artifacts from Impedance Plethysmography Signal
Sardar Ansari, Kevin Ward, Kayvan Najarian
S. Ansari, K. Ward, K. Najarian Impedance plethysmography (IP) has long been used to monitor respiration, although the applied use of this technology has been limited to hospitals and other medical facilities. The largest obstacle that arises when one uses the... Read more
Posted on 3 MAR 2015
Featured Articles
Vein Visualization Using a Smart Phone with Multispectral Wiener Estimation for Point-of-Care Applications
Jae Hee Song, Choye Kim, Yangmo Yoo
J. Song, C. Kim, Y. Yoo Effective vein visualization is clinically important for various point-of-care applications, such as needle insertion. It can be achieved by utilizing ultrasound imaging or by applying infrared laser excitation and monitoring its absorption. While these approaches... Read more
Posted on 3 MAR 2015
Featured Articles
Integrative Clustering by Non-Negative Matrix Factorization Can Reveal Coherent Functional Groups from Gene Profile Data
Sanja Brdar, Vladimir Crnojević, Blaž Zupan
S. Brdar, V. Crnojević1, B. Zupan Recent developments in molecular biology and techniques for genome-wide data acquisition have resulted in abundance of data to profile genes and predict their function. These data sets may come from diverse sources and it is... Read more
Posted on 3 MAR 2015
Featured Articles
Two-Phase Greedy Pursuit Algorithm for Automatic Detection and Characterization of Transient Calcium Signaling
Chen Kan, Kay-Pong Yip, Hui Yang
C. Kan, K-P Yip, H. Yang Ca2+ plays an important role in the regulation of cellular functions. Local calcium events, e.g., calcium sparks, not only bring insights into Ca2+ signaling but also contribute to the understanding of various cellular processes. However,... Read more
Posted on 3 MAR 2015
Featured Articles
Wearable, Wireless EEG Solutions in Daily Life Applications: What are we missing?
Vojkan Mihajlović, Bernard Grundlehner, Ruud Vullers, Julien Penders
V. Mihajlović, B. Grundlehner, R. Vullers, J. Penders To take full advantage of noninvasive surface EEG recordings, EEG technology has to be advanced to a level that it can be used in daily life activities. Furthermore, users have to see it... Read more
Posted on 16 DEC 2014
Featured Articles
Smart-Phone Based Recognition of States and State Changes in Bipolar Disorder Patients
Agnes Grünerbl, Amir Muaremi, Venet Osmani, Gernot Bahle, Stefan Öhler, Gerhard Tröster, Oscar Mayora, Christian Haring, Paul Lukowicz
A. Grünerbl, A. Muaremi, V. Osmani, G. Bahle, S. Öhler, G. Tröster, O. Mayora, C. Haring and P. Lukowicz Today’s health care is difficult to imagine without the possibility to objectively measure various physiological parameters related to patients symptoms (from temperature... Read more
Posted on 16 DEC 2014
Featured Articles
Estimating Energy Expenditure Using Body-Worn Accelerometers: a Comparison of Methods, Sensors Number and Positioning
Marco Altini, Julien Penders, Ruud Vullers, Oliver Amft
M. Altini, J. Penders, R. Vullers and O. Amft Several methods to estimate Energy Expenditure (EE) using body-worn sensors exist, however quantifications of the differences in estimation error are missing. In this paper, we compare three prevalent EE estimation methods and... Read more
Posted on 16 DEC 2014
Featured Articles
Carotid Intraplaque Neovascularization Quantification Software (CINQS)
Zeynettin Akkus, Gerard Van Burken, Stijn C. H. Van Den Oord, Arend F. L. Schinkel, Nico De Jong, Antonius F. W. Van Der Steen, Johan G. Bosch
Z. Akkus, G. van Burken, S. van den Oord, A. Schinkel, N. de Jong, A. van der Steen, J. Bosch Patients with carotid plaques carry an increased risk of cerebrovascular events such as stroke. To prevent stroke, an early detection of... Read more
Posted on 16 DEC 2014
Featured Articles
Reliable and Energy Efficient Communications for Wireless Biomedical Implant Systems
Georgia D. Ntouni, Athanasios S. Lioumpas, Konstantina S. Nikita
Ntouni, G., Lioumpas, A., Nikita, K. Implant devices and Wireless Body Area Networks (WBANs) are used in many healthcare applications where the continuous monitoring of a human body biological parameter is crucial. Thus, reliability, low‐ power consumption and long‐lifetime are vital... Read more
Posted on 31 OCT 2014
Featured Articles
Experimental investigation of the influence of the aortic stiffness on hemodynamics in the ascending aorta
Gülan, U., Lüthi, B., Holzner, M., Liberzon, A., Tsinober, A., Kinzelbach W. The compliance of the aorta, which is a function of the wall properties, e.g. material, thickness and geometry, is a hallmark of cardiovascular flows. Expansion and contraction of the... Read more
Posted on 31 OCT 2014
Featured Articles
Gait and Balance Analysis for Patients with Alzheimer’s Disease Using an Inertial-Sensor-Based Wearable Instrument
Hsu, Y., Chung, P., Wang, W., Pai, M., Wang, C., Lin, C., Wu, H., Wang, J. Despite patients with Alzheimer’s disease (AD) were reported of revealing gait disorders and balance problems, there is still lack of objective quantitative measurement of gait... Read more
Posted on 31 OCT 2014
Featured Articles
Exploiting wearable goniometer technology for motion sensing gloves
Carbonaro, N., Dalle Mura, G., Lorussi, F., Paradiso, R., De Rossi, D., Tognetti, A. Continuous daily-life monitoring of patient functional activities in terms of physical interaction with the environment is fundamental for rehabilitation therapy optimization and patient coaching. To date, it... Read more
Posted on 31 OCT 2014
Featured Articles
DREAM: Diabetic Retinopathy Analysis using Machine Learning
S. Roychowdhury, D. D. Koozekanani, and K. K. Parhi Diabetic retinopathy (DR) is the leading cause of blindness among people of working age in the developed world. Early screening and detection of DR can prevent about 90% of patients with early... Read more
Posted on 26 AUG 2014
Featured Articles
Wearable Monitoring for Mood Recognition in Bipolar Disorder based on History-Dependent Long-Term Heart Rate Variability Analysis
G. Valenza, M. Nardelli, A. Lanat`a, C. Gentili, G. Bertschy, R. Paradiso, and E. P. Scilingo Current clinical practice in diagnosing patients affected by psychiatric disorders such as bipolar disorder is based only on verbal interviews and scores from specific questionnaires,... Read more
Posted on 26 AUG 2014
Featured Articles
Brain Computer Interface Classifier for Wheelchair Commands using Neural Network with Fuzzy Particle Swarm Optimization
R. Chai, S. H. Ling, G. P. Hunter, Y. Tran, and H. T. Nguyen This paper presents the classification of a three-class mental task-based brain computer interface (BCI) that uses the Hilbert-Huang transform (HHT) for the features extractor and fuzzy particle... Read more
Posted on 26 AUG 2014
Featured Articles
Logic-Centered Architecture for Ubiquitous Health Monitoring
J. Lewandowski, H. E. Arochena, R. N. G. Naguib, K.-M. Chao, and A. Garcia-Perez One of the key points to maintain and boost research and development in the area of smart wearable systems (SWS) is the development of integrated architectures for... Read more
Posted on 26 AUG 2014
Featured Articles
Online Decoding of Hidden Markov Models for Gait Event Detection Using Foot-Mounted Gyroscopes
A.Mannini, V. Genovese, and A. Maria Sabatini The evaluation of gait phases is usually restrained to clinical facilities where motion capture systems are installed. The use of wearable sensor based methods could move these studies to everyday life. To do so,... Read more
Posted on 29 JUL 2014
Featured Articles
Robustness, Specificity and Reliability of an In-ear Pulse Oximetric Sensor in Surgical Patients
B. Venema, H. Gehring, I. Michelsen, N. Blanik, V. Blazek, and S. Leonhardt Since many years, pulse oximetry is widely used in the clinical environment for a reliable monitoring of oxygen saturation (SpO2) and heart rate. But since common sensors are... Read more
Posted on 29 JUL 2014
Featured Articles
A Multiscale Optimization Approach to Detect Exudates in the Macula
C. Agurto, V.Murray, H. Yu, J.Wigdahl, M. Pattichis, S. Nemeth, E. S. Barriga, and P. Soliz Diabetic Retinopathy (DR) is a complication of diabetes that affects up to 80% of diabetics around the world. DR is the second leading cause of... Read more
Posted on 29 JUL 2014
Featured Articles
Supervised Hierarchical Bayesian Model-Based Electomyographic Control and Analysis
H. Han and S. Jo This work suggests a supervised hierarchical Bayesian model for surface electromyography (sEMG) signal based motion classification and its strategy analysis. The proposed model unifies the optimal feature extraction and classification through probabilistic inference and learning by... Read more
Posted on 29 JUL 2014
Featured Articles
Assessing Executive Function Using a Computer Game: Computational Modeling of Cognitive Processes
S. Hagler, H. B. Jimison, and M. Pavel Early detection of decline in cognitive performance is important to providing proper medical care for older adults. Presently, cognitive decline is detected using clinical evaluations of cognitive performance administered by health-care professionals as... Read more
Posted on 1 JUL 2014
Featured Articles
Hierarchical Approaches to Estimate Energy Expenditure using Phone-Based Accelerometers
H. Vathsangam, E. T. Schroeder, and G. S. Sukhatme Lack of physical activity is linked with increased risk of obesity, heart disease, diabetes and certain cancers. Effective interventions to increase physical activity require accurate, objective and personalized estimates of activity intensity... Read more
Posted on 1 JUL 2014
Featured Articles
Manual Stage Acquisition and Interactive Display of Digital Slides in Histopathology
A. Gherardi and A. Bevilacqua In this work we present the first method known in literature for real-time whole slide acquisition and displaying conceived for conventional non-automated microscopes. This has been achieved by building a real time mosaicing using robust features... Read more
Posted on 1 JUL 2014
Featured Articles
Automated Estimation of Fetal Cardiac Timing Events From Doppler Ultrasound Signal Using Hybrid Models
F.Marzbanrad, Y. Kimura, K. Funamoto, R. Sugibayashi, M. Endo, T. Ito, M. Palaniswami, and A. H. Khandoker Fetal cardiac monitoring is aimed to evaluate antepartum fetal risks. Although Fetal Heart Rate (FHR) monitoring is commonly used for this purpose, it is... Read more
Posted on 1 JUL 2014
Featured Articles
On the Identification of Circulating Tumor Cells in Breast Cancer
S. Sfakianakis, E. S. Bei, M. Zervakis, D. Vassou, and D. Kafetzopoulos Breast cancer is a highly heterogeneous disease and very common amongst western women. The main cause of death is not the primary tumor but its metastases at distant sites,... Read more
Posted on 29 APR 2014
Featured Articles
A Spatio-Temporal Based Scheme for Efficient Registration-Based Segmentation of Thoracic 4D MRI
Y. Yang, E. Van Reeth, C. L. Poh, C. H. Tan, and I.W. K. Tham This paper presents a novel automated 4D registration-based segmentation scheme that is based on spatiotemporal information for the segmentation of thoracic 4D MR lung images. Dynamic... Read more
Posted on 29 APR 2014
Featured Articles
A Bicluster-Based Bayesian Principal Component Analysis Method for Microarray Missing Value Estimation
F. Meng, C. Cai, and H. Yan The Bayesian Principal Component Analysis (BPCA) model is integrated into the biclustering framework to estimate missing values in microarray data. The local similarity structure is fully exploited in biclusters, which overcomes the drawback of... Read more
Posted on 29 APR 2014
Featured Articles
Predictive Monitoring of Mobile Patients by Combining Clinical Observations With Data From Wearable Sensors
L. Clifton, D. A. Clifton, M. A. F. Pimentel, P. J. Watkinson, and L. Tarassenko The majority of patients in the hospital are ambulatory, and would benefit significantly from predictive and personalised monitoring systems. Such patients are well-suited to having their... Read more
Posted on 28 APR 2014
Featured Articles
Max-AUC Feature Selection in Computer-Aided Detection of Polyps in CT Colonography
J.-W. Xu and K. Suzuki A feature selection method based on a sequential forward floating selection procedure is proposed to improve a non-linear SVM (Support Vector Machine) classifier’s performance in detection of polyps in CTC (Colongraphy). The proposed method selected the... Read more
Posted on 26 FEB 2014
Featured Articles
Nonparametric Network Design and Analysis of Disease Genes in Oral Cancer Progression
K. Kalantzaki, E. S. Bei, K. P. Exarchos,M. Zervakis, M. Garofalakis, and D. I. Fotiadis This paper proposed a framework for constructing and analyzing gene-networks from sparse temporal data with the aim of understanding the mechanisms which affect the progression of... Read more
Posted on 26 FEB 2014
Featured Articles
Near-Realistic Mobile Exergames With Wireless Wearable Sensors
B.Mortazavi, S. Nyamathy, S. I. Lee, T.Wilkerson, H. Ghasemzadeh, and M. Sarrafzadeh This paper presents a framework for the development of ‘Exergaming’ (the combination of exercise and video gaming) using body-worn sensors. Instead of mapping movements to existing games, the proposed... Read more
Posted on 26 FEB 2014
Featured Articles
Blind End-Member and Abundance Extraction for Multispectral Fluorescence Lifetime Imaging Microscopy Data
O. Gutierrez-Navarro, D. U. Campos-Delgado, E. R. Arce-Santana, M. O. Mendez, and J. A. Jo This paper proposes a new blind end-member and abundance extraction (BEAE) method for multi-spectral Fluorescence Lifetime Imaging Microscopy (m-FLIM) data.   The proposed method is based on... Read more
Posted on 26 FEB 2014
Featured Articles
Probability of Severe Adverse Events as a Function of Hospital Occupancy
Boyle, J. ; Zeitz, K. ; Hoffman, R. ; Khanna, S. ; Beltrame, J. A unique application of regression modeling is described to compare hospital bed occupancy with reported severe adverse events amongst inpatients. The probabilities of the occurrence of adverse... Read more
Posted on 14 JAN 2014
Featured Articles
3-D Vascular Skeleton Extraction and Decomposition
Chowriappa, A. ; Seo, Y. ; Salunke, S. ; Mokin, M. ; Kan, P. ; Scott, P. We introduce a novel vascular skeleton extraction and decomposition technique for computer-assisted diagnosis and analysis. We start by addressing the problem of vascular decomposition... Read more
Posted on 14 JAN 2014
Featured Articles
FEEL: A System for Frequent Event and Electrodermal Activity Labeling
Ayzenberg, Y. ; Picard, R.W. The wide availability of low-cost wearable biophysiological sensors enables us to measure how the environment and our experiences impact our physiology. This creates a challenge: in order to interpret the longitudinal data, we require the matching... Read more
Posted on 14 JAN 2014
Featured Articles
In-Silico Modeling of Glycosylation Modulation Dynamics in hERG Ion Channels and Cardiac Electrical Signals
Du, D. ; Yang, H. ; Norring, S.A. ; Bennett, E.S. Cardiac action potentials (AP) are produced by the orchestrated functions of ion channels. A slight change in ion channel activity may affect the AP waveform, thereby potentially increasing susceptibility to... Read more
Posted on 14 JAN 2014
Featured Articles
High-Resolution, Low-Delay, and Error-Resilient Medical Ultrasound Video Communication Using H.264/AVC Over Mobile WiMAX Networks
Panayides, A. ; Antoniou, Z.C. ; Mylonas, Y. ; Pattichis, M.S. ; Pitsillides, A. ; Pattichis, C.S. In this study, we describe an effective video communication framework for the wireless transmission of H.264/AVC medical ultrasound video over mobile WiMAX networks. Medical... Read more
Posted on 26 AUG 2013
Featured Articles
Human Daily Activity Recognition With Sparse Representation Using Wearable Sensors
Mi Zhang ; Sawchuk, A.A. Human daily activity recognition using mobile personal sensing technology plays a central role in the field of pervasive healthcare. One major challenge lies in the inherent complexity of human body movements and the variety of styles... Read more
Posted on 26 AUG 2013
Featured Articles
Secure and Lightweight Network Admission and Transmission Protocol for Body Sensor Networks
Daojing He ; Chun Chen ; Chan, S. ; Jiajun Bu ; Pingxin Zhang A body sensor network (BSN) is a wireless network of biosensors and a local processing unit, which is commonly referred to as the personal wireless hub (PWH).... Read more
Posted on 26 AUG 2013
Featured Articles
A New Framework Architecture for Next Generation e-Health Services
Fengou, M. ; Mantas, G. ; Lymberopoulos, D. ; Komninos, N. ; Fengos, S. ; Lazarou, N. The challenge for fast and low-cost deployment of ubiquitous personalized e-Health services has prompted us to propose a new framework architecture for such services.... Read more
Posted on 26 AUG 2013
Featured Articles
A Low-Complexity ECG Feature Extraction Algorithm for Mobile Healthcare Applications
Mazomenos, E.B. ; Biswas, D. ; Acharyya, A. ; Taihai Chen ; Maharatna, K. ; Rosengarten, J. ; Morgan, J. ; Curzen, N. This paper introduces a low-complexity algorithm for the extraction of the fiducial points from the electrocardiogram (ECG). The... Read more
Posted on 26 AUG 2013