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 | 131 | 2021 |
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 | 67 | 2019 |
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 | 49 | 2020 |
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 | 25 | 2015 |
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 | 11 | 2020 |
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 | 4 | 2023 |
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 | 2 | 2021 |
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 | 1 | 2020 |
Cellular level studies and coil system design for transcranial magnetic stimulation Y Meng | 1 | 2015 |
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 |