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EEG fingerprints of task-independent mental workload discrimination
Author(s): Ioannis Kakkos, Georgios N. Dimitrakopoulos, Yi Sun, Jingjia Yuan, George K. Matsopoulos, Anastasios Bezerianos, Yu Sun
EEG fingerprints of task-independent mental workload discrimination 1269 634 Journal of Biomedical and Health Informatics (JBHI)
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

Special Issue on Multi-modal Computing for Biomedical Intelligence Systems
Special Issue on Multi-modal Computing for Biomedical Intelligence Systems 150 150 Journal of Biomedical and Health Informatics (JBHI)

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…

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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
Author(s): Zhenxing Huang, Xinfeng Liu, Rongpin Wang, Zixiang Chen, Yongfeng Yang, Xin Liu, Hairong Zheng, Dong Liang, Zhanli Hu
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 1229 615 Journal of Biomedical and Health Informatics (JBHI)

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.…

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Special Issue on AI-driven Informatics, Sensing, Imaging and Big Data Analytics for Fighting the COVID-19 Pandemic
Special Issue on AI-driven Informatics, Sensing, Imaging and Big Data Analytics for Fighting the COVID-19 Pandemic 150 150 Journal of Biomedical and Health Informatics (JBHI)

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…

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FENet: A Frequency Extraction Network for Obstructive Sleep Apnea Detection
Author(s): Guanhua Ye, Hongzhi Yin, Tong Chen, Hongxu Chen, Lizhen Cui, Xiangliang Zhang
FENet: A Frequency Extraction Network for Obstructive Sleep Apnea Detection 1270 637 Journal of Biomedical and Health Informatics (JBHI)

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…

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Special Issue on Explainable AI for Clinical and Population Health Informatics
Special Issue on Explainable AI for Clinical and Population Health Informatics 1306 674 Journal of Biomedical and Health Informatics (JBHI)

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…

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Tracking Brain Development from Neonates to the Elderly by Hemoglobin Phase Measurement using Functional Near-infrared Spectroscopy
Author(s): Zhenhu Liang, Hao Tian, Ho-ching Yang, Takeshi Arimitsu, Takao Takahashi, Angelo Sassaroli, Sergio Fantini, Haijing Niu, Yasuyo Minagawa, Yunjie Tong
Tracking Brain Development from Neonates to the Elderly by Hemoglobin Phase Measurement using Functional Near-infrared Spectroscopy 1269 635 Journal of Biomedical and Health Informatics (JBHI)

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…

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Analyzing Medical Guideline Dissemination Behaviors using Culturally Infused Agent Based Modeling Framework
Author(s): Eunice E. Santos, John Korah, Suresh Subramanian, Vairavan Murugappan, Elbert S. Huang, Neda Laiteerapong, Ali Cinar
Analyzing Medical Guideline Dissemination Behaviors using Culturally Infused Agent Based Modeling Framework 1269 635 Journal of Biomedical and Health Informatics (JBHI)

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…

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Special Issue on Camera-Based Monitoring for Pervasive Healthcare Informatics
Special Issue on Camera-Based Monitoring for Pervasive Healthcare Informatics 150 150 Journal of Biomedical and Health Informatics (JBHI)

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…

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Tenodesis Grasp Detection in Egocentric Video
Author(s): Mehdy Dousty, José Zariffa
Tenodesis Grasp Detection in Egocentric Video 1268 632 Journal of Biomedical and Health Informatics (JBHI)

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,…

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