Medical Informatics

Medical Informatics 1269 634 Journal of Biomedical and Health Informatics (JBHI)

In this issue, vol. 26, issue 8, August 2022, 20 papers are published related to the topic Medical Informatics. Please click here to view them, with link in IEEE XPLORE.

NeuroSEE: A Neuromorphic Energy-Efficient Processing Framework for Visual Prostheses
Wang, Chuanqing; Yang, Jie; Sawan, Mohamad

PIAT: an evolutionarily intelligent system for deep phenotyping of Chinese electronic health records
Deng, Lizong; Zhang, Xu; yang, tao; Liu, Mi; Chen, Luming; Jiang, Taijiao

Explainable Identification of Dementia from Transcripts using Transformer Networks
Ilias, Loukas; Askounis, Dimitris

A Wearable Gait Analysis and Recognition Method for Parkinson’s Disease Based on Error State Kalman Filter
Liu, Ruichen; Wang, Zhelong; Qiu, Sen; Zhao, Hong; Wang, Cui; Shi, Xin; Lin, Fang

A Home-based Tele-rehabilitation System with Enhanced Therapist-patient Remote Interaction: A Feasibility Study
Liu, Yi; Guo, Shuxiang; Yang, Ziyi; Hirata, Hideyuki; Tamiya, Takashi

5G in Healthcare: from COVID-19 to Future Challenges
Moglia, Andrea; Georgiou, Konstantinos; Marinov, Blagoi; Georgiou, Evangelos; Berchiolli, Raffaella; Satava, MD, Richard; Cuschieri, Alfred

Marginal structural models using calibrated weights with SuperLearner: application to type II diabetes cohort
Kalia, Sumeet; Saarela, Olli; Chen, Tao; O’Neill, Braden; Meaney, Christopher; Gronsbell, Jessica; Aliarzadeh, Babak; Sejdic, Ervin; Escobar, Michael ; Moineddin, Rahim; Pow, Conrad; Sullivan, Frank; Greiver, Michelle

Biomedical Relation Extraction with Knowledge Graph-based Recommendations
Sousa, Diana; Couto, Francisco M

Partial Multiple Imputation with Variational Autoencoders: Tackling Not at Randomness in Healthcare Data
Cardoso Pereira, Ricardo; Henriques Abreu, Pedro; Rodrigues, Pedro Pereira

Using Machine Learning to Identify Organ System Specific Limitations to Exercise Via Cardiopulmonary Exercise Testing
Portella, Julio; Andonian, Brian; Brown, Donald; Mansur, Joao; Wales, Derek; West, Vivian; Kraus, William; Hammond, W

Redemptive Resource Allocation Scheme for IoT-Assisted Smart Healthcare Systems
Gao, Jiechao; Nguyen, Tu; Manogaran, Gunasekaran; Chaudhary, Ankit; Wang, Gai-Ge

Deep-CSA: Deep Contrastive Learning for Dynamic Survival Analysis with Competing Risks
Hong, Caogen; Fan, Yi; Huang, Zhengxing

Dynamic sepsis prediction for intensive care unit patients using XGBoost-based model with novel time-dependent features
Liu, Shuhui; Fu, Bo; Wang, Wen; Liu, Mei; Sun, Xin

Multi-view Integrative Attention-based Deep Representation Learning for Irregular Clinical Time-series Data
Lee, Yurim; Jun, Eunji; Choi, Jaehun; Suk, Heung-Il

Real-Time Learning from An Expert in Deep Recommendation Systems with Application to mHealth
Mahyari, Arash; Pirolli, Peter; LeBlanc, Jacqueline

Capturing Time Dynamics from Speech using Neural Networks for Surgical Masks Detection
Liu, Shuo; Mallol-Ragolta, Adria; Yan, Tianhao; Qian, Kun; Parada-Cabaleiro, Emilia; Hu, Bin; Schuller, Björn

Subclass-specific Prognosis and Treatment Efficacy Inference in Head and Neck Squamous Carcinoma
Zheng, Zetian; Xie, Weidun; CHEN, Xingjian; Wang, Fuzhou; Huang, Lei; Li, Xiangtao; Lin, Qiuzhen; Wong, Ka-Chun

Adaptive Multimodal Fusion Framework for Activity Monitoring of People with Mobility Disability
Lin, Fang; Wang, Zhelong; Zhao, Hong; Qiu, Sen; Shi, Xin; Wu, Lina; Fortino, Giancarlo; Gravina, Raffaele

A Chunking-for-Pooling Strategy for Cytometric Representation Learning for Automatic Hematologic Malignancy Classification
Li, Jeng-Lin; Lin, Yun-Chun; Wang, Yu-Fen; Monaghan, Sara; Ko, Bor-Sheng; Lee, Chi-Chun

iCVM: An Interpretable Deep Learning Model for CVM Assessment under Label Uncertainty
Liao, Ni; Dai, Jian; Tang, Yao; Zhong, Qiaoyong; Mo, Shuixue