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