Yiwen Meng

Publication Activity (10 Years)

Years Active: 2018-2021
Publications (10 Years): 5

Top Topics

Latent Dirichlet Allocation

Predicting Future

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Yiwen Meng, William Speier, Michael K. Ong, Corey W. Arnold
HCET: Hierarchical Clinical Embedding With Topic Modeling on Electronic Health Records for Predicting Future Depression. IEEE J. Biomed. Health Informatics 25 (4) (2021)
Yiwen Meng, William Speier, Michael K. Ong, Corey W. Arnold
Bidirectional Representation Learning From Transformers Using Multimodal Electronic Health Record Data to Predict Depression. IEEE J. Biomed. Health Informatics 25 (8) (2021)
Yiwen Meng, William Speier, Michael K. Ong, Corey W. Arnold
Bidirectional Representation Learning from Transformers using Multimodal Electronic Health Record Data for Chronic to Predict Depression. CoRR (2020)
Yiwen Meng, William Speier, Chrisandra Shufelt, Sandy Joung, Jennifer E. Van Eyk, C. Noel Bairey Merz, Mayra Lopez, Brennan Spiegel, Corey W. Arnold
A Machine Learning Approach to Classifying Self-Reported Health Status in a Cohort of Patients With Heart Disease Using Activity Tracker Data. IEEE J. Biomed. Health Informatics 24 (3) (2020)
Yiwen Meng, William Speier, Eldin Dzubur, Brennan M. R. Spiegel, Corey W. Arnold
Predicting Patient Health Status using Activity Tracker Data. AMIA (2018)