Predicting Patient Health Status using Activity Tracker Data. - Yiwen Meng; William Speier; Eldin Dzubur; Brennan M. R. Spiegel; Corey W. Arnold (AMIA, 2018)

Bidirectional Representation Learning from Transformers using Multimodal Electronic Health Record Data for Chronic to Predict Depression. - Yiwen Meng; William Speier; Michael K. Ong; Corey W. Arnold (CoRR, 2020)

A Machine Learning Approach to Classifying Self-Reported Health Status in a Cohort of Patients With Heart Disease Using Activity Tracker Data. - Yiwen Meng; William Speier; Chrisandra Shufelt; Sandy Joung; Jennifer E. Van Eyk; C. Noel Bairey Merz; Mayra Lopez; Brennan Spiegel; Corey W. Arnold (IEEE J. Biomed. Health Informatics, 2020)

HCET: Hierarchical Clinical Embedding With Topic Modeling on Electronic Health Records for Predicting Future Depression. - Yiwen Meng; William Speier; Michael K. Ong; Corey W. Arnold (IEEE J. Biomed. Health Informatics, 2021)

Bidirectional Representation Learning From Transformers Using Multimodal Electronic Health Record Data to Predict Depression. - Yiwen Meng; William Speier; Michael K. Ong; Corey W. Arnold (IEEE J. Biomed. Health Informatics, 2021)