Medical Informatics

Medical Informatics 2560 1280 Journal of Biomedical and Health Informatics (JBHI)

In this issue, vol. 26, issue 7, July 2022, 24 papers are published related to the topic Medical Informatics. Please click here to view them, with link in IEEE XPLORE.

Healthcare Innovations to Address the Challenges of the COVID-19 Pandemic
Akay, Metin; Subramaniam, Shankar; Brenan, Colin; Bonato, Paolo; Waits, Charlotte Mae; Wheeler, Bruce; Fotiadis, Dimitrios I.

DAC Stacking: a Deep Learning Ensemble to Classify Anxiety, Depression, and their Comorbidity from Reddit Texts
Souza, Vanessa; Nobre, Jeferson; Becker, Karin

Personalized Training via Serious Game to Improve Daily Living Skills in Pediatric Patients with Autism Spectrum Disorder
Vallefuoco, Ersilia; Bravaccio, Carmela; Gison, Giovanna; Pecchia, Leandro; Pepino, Alessandro

A Time-Series Feature-based Recursive Classification Model to Optimize Treatment Strategies for Improving Outcomes and Resource Allocations of COVID-19 Patients
Wang, Lin; Yin, Zheng; Puppala, Mamta; Ezeana, Chika; Wong, Kelvin; He, Tiancheng; Gotur, Deepa; Wong, Stephen

Estimation of Tidal Volume Using Load Cells on a Hospital Bed
Jung, Hewon; Kimball, Jacob; Receveur, Timothy; Gazi, Asim; Agdeppa, Eric; Inan, Omer

Privacy-Preserving Multi-class Support Vector Machine Model on Medical Diagnosis
Chen, Yange; Mao, Qinyu; Wang, Baocang; Duan, Pu; Zhang, Benyu; Hong, Zhiyong

XGBoost Regression of the Most Significant Photoplethysmogram Features for Assessing Vascular Aging
Shin, Hangsik

An explainable Transformer-based deep learning model for the prediction of incident heart failure
Rao, Shishir; Li, Yikuan; Ramakrishnan, Rema; Hassaine, Abdelaali; Canoy, Dexter; Cleland, John; Lukasiewicz, Thomas; Salimi-Khorshidi, Gholamreza; Rahimi, Kazem

Unsupervised gait phase estimation with domain-adversarial neural network and adaptive window
Choi, Wonseok; Yang, Wonseok; Na, Jaeyoung; Park, Juneil; Lee, Giuk; Nam, Woochul

Noninvasive Assessment of Neuromechanical and Neuroventilatory Coupling in COPD
Lozano-García, Manuel; Estrada-Petrocelli, Luis; Blanco-Almazán, Dolores; Tas, Basak; Cho, Peter; Moxham, John; Rafferty, Gerrard; TORRES, ABEL; Jané, Raimon; Jolley, C. J.

“I Let Depression and Anxiety Drown Me….”: Identifying Factors Associated with Resilience Based on Journaling using Machine Learning and Thematic Analysis
Oduntan, Adenrele; Oyebode, Oladapo; Beltran, Amelia; Fowles, Jonathon; Steeves, Darren; Orji, Rita

Frailty Identification using Heart Rate Dynamics: A Deep Learning Approach
Eskandari-Nojehdehi, Maryam; Parvaneh, Saman; Ehsani, Hossein; Fain, Mindy; Toosizadeh, Nima

Towards Sleep Study Automation: Detection Evaluation of Respiratory-Related Events
Borsky, Michal; Serwatko, Marta; Arnardóttir, Erna; Mallet, Jacky

MDADP: A webserver integrating database and prediction tools for microbe-disease associations
Wang, Lei; Li, Hao; Wang, Yuqi; Tan, Yihong; Chen, Zhiping; Pei, Tingrui; Zou, Quan

Self-Supervised Bi-channel Transformer Networks for Computer-Aided Diagnosis
Gong, Ronglin; Han, Xiangmin; Wang, Jun; Ying, Shihui; Shi, Jun

CMS2-net: Semi-supervised Sleep Staging for Diverse Obstructive Sleep Apnea Severity
Zhang, Chuanhao; Yu, Wenwen; Li, Yamei; Sun, Hongqiang; Zhang, Yuan; Vos, De Maarten

Neuronal Abnormalities Induced by an Intelligent Virtual Reality System for Methamphetamine Use Disorder
Chen, Chun-Chuan; Tsai, Meng-Chang; Wu, Hsiaokuang; Chung, Chia-Ru; Lee, Yuchi; Chiu, Po-Ru; Tsai, Po-Yi; SHENG, SHAO RONG; Yeh, Shih-Ching

Computer-aided Recognition Based on Decision-level Multimodal Fusion for Depression
Zhang, Bingtao; Cai, Hanshu; Song, Yubo; Lei, Tao; Li, Yanlin

A Drug Recommendation Model Based on Message Propagation and DDI Gating Mechanism
Ren, Yongjian; Shi, Yuliang; Zhang, Kun; Wang, Xinjun; Chen, Zhiyong; Li, Hui

Predicting UPDRS Motor Symptoms in Individuals with Parkinsons Disease from Force Plates Using Machine Learning
Exley, Trevor; Moudy, Sarah; Patterson, Rita; Kim, Joonghyun; Albert, Mark

Noise-immune Extreme Ensemble Learning for Early Diagnosis of Neuropsychiatric Systemic Lupus Erythematosus
Yuan, Ye; Quan, Tianhong; Song, Youyi; Guan, Jitian; Zhou, Teng; Wu, Renhua

Hierarchical Denoising of Ordinal Time Series of Clinical Scores
Koss, Jonathan; Tinaz, Sule; Tagare, Hemant

Continuous TBI monitoring from Spontaneous Speech using Parametrized Sinc Filters and a Cascading GRU
Ditthapron, Apiwat; Lammert, Adam; Agu, Emmanuel

A multimodal AI system for out-of-distribution generalization of seizure identification
Yang, Yikai; Truong, Nhan; Eshraghian, Jason K.; maher, christina; Nikpour, Armin; Kavehei, Omid