MedTime: A temporal information extraction system for clinical narratives. - Yu-Kai Lin; Hsinchun Chen; Randall A. Brown (J. Biomed. Informatics, 2013)

Time-to-Event Predictive Modeling for Chronic Conditions Using Electronic Health Records. - Yu-Kai Lin; Hsinchun Chen; Randall A. Brown; Shu-Hsing Li; Hung-Jen Yang (IEEE Intell. Syst., 2014)

Healthcare Predictive Analytics for Risk Profiling in Chronic Care: A Bayesian Multitask Learning Approach. - Yu-Kai Lin; Hsinchun Chen; Randall A. Brown; Shu-Hsing Li; Hung-Jen Yang (MIS Q., 2017)

Motion Sensor-Based Assessment on Fall Risk and Parkinson's Disease Severity: A Deep Multi-Source Multi-Task Learning (DMML) Approach. - Shuo Yu 002; Hsinchun Chen; Randall A. Brown; Scott J. Sherman (ICHI, 2018)

A sequence-to-sequence model-based deep learning approach for recognizing activity of daily living for senior care. - Hongyi Zhu; Hsinchun Chen; Randall A. Brown (J. Biomed. Informatics, 2018)

Hidden Markov Model-Based Fall Detection With Motion Sensor Orientation Calibration: A Case for Real-Life Home Monitoring. - Shuo Yu 002; Hsinchun Chen; Randall A. Brown (IEEE J. Biomed. Health Informatics, 2018)

Identifying High-Impact Opioid Products and Key Sellers in Dark Net Marketplaces: An Interpretable Text Analytics Approach. - Po-Yi Du; Mohammadreza Ebrahimi 001; Ning Zhang; Hsinchun Chen; Randall A. Brown; Sagar Samtani (ISI, 2019)

Fall Detection with Wearable Sensors: A Hierarchical Attention-based Convolutional Neural Network Approach. - Shuo Yu 002; Yidong Chai; Hsinchun Chen; Randall A. Brown; Scott J. Sherman; Jay F. Nunamaker Jr. (J. Manag. Inf. Syst., 2021)

A Deep Learning Approach for Recognizing Activity of Daily Living (ADL) for Senior Care: Exploiting Interaction Dependency and Temporal Patterns. - Hongyi Zhu; Sagar Samtani; Randall A. Brown; Hsinchun Chen (MIS Q., 2021)