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Yiwen Meng
Yiwen Meng
Senior Machine Learning Engineer at Meta
Verified email at meta.com - Homepage
Title
Cited by
Cited by
Year
Bidirectional representation learning from transformers using multimodal electronic health record data to predict depression
Y Meng, W Speier, MK Ong, CW Arnold
IEEE journal of biomedical and health informatics 25 (8), 3121-3129, 2021
862021
A Machine Learning Approach to Classifying Self-Reported Health Status in a cohort of Patients with Heart Disease using Activity Tracker Data
Y Meng, W Speier, C Shufelt, S Joung, JEV Eyk, CNB Merz, M Lopez, ...
IEEE Journal of Biomedical and Health Informatics, 2019
572019
HCET: hierarchical clinical embedding with topic modeling on electronic health records for predicting future depression
Y Meng, W Speier, M Ong, CW Arnold
IEEE journal of biomedical and health informatics 25 (4), 1265-1272, 2020
372020
Deep brain transcranial magnetic stimulation using variable “Halo coil” system
Y Meng, RL Hadimani, LJ Crowther, Z Xu, J Qu, DC Jiles
Journal of Applied Physics 117 (17), 2015
222015
E Van Eyk J, Bairey Merz CN, et al
Y Meng, W Speier, C Shufelt, S Joung
A Machine Learning Approach to Classifying Self-Reported Health Status in a …, 2020
92020
Multi-level embedding with topic modeling on electronic health records for predicting depression
Y Meng, W Speier, M Ong, CW Arnold
Explainable AI in Healthcare and Medicine: Building a Culture of …, 2021
22021
Bidirectional representation learning from transformers using multimodal electronic health record data for chronic to predict depression
Y Meng, W Speier, MK Ong, CW Arnold
CoRR abs/2009.12656, 2020
12020
Cellular level studies and coil system design for transcranial magnetic stimulation
Y Meng
12015
Machine Learning Approaches to Classify Self-Reported Rheumatoid Arthritis Health Scores Using Activity Tracker Data: Longitudinal Observational Study
K Rao, W Speier, Y Meng, J Wang, N Ramesh, F Xie, Y Su, WB Nowell, ...
JMIR Formative Research 7 (1), e43107, 2023
2023
Advancing Temporal Modeling and Heterogeneous Data Analysis for Digital Health
Y Meng
University of California, Los Angeles, 2020
2020
Control of proliferation rate of N27 dopaminergic neurons using Transcranial Magnetic Stimulation orientation
Y Meng, R Hadimani, V Anantharam, A Kanthasamy, D Jiles
APS March Meeting Abstracts 2015, H1. 165, 2015
2015
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Articles 1–11