Randall A. Brown

Publication Activity (10 Years)

Years Active: 2013-2021
Publications (10 Years): 7

Top Topics

Predictive Model

Information Extraction

Top Venues

J. Biomed. Informatics

IEEE J. Biomed. Health Informatics

Publications

Hongyi Zhu, Sagar Samtani, Randall A. Brown, Hsinchun Chen
A Deep Learning Approach for Recognizing Activity of Daily Living (ADL) for Senior Care: Exploiting Interaction Dependency and Temporal Patterns. MIS Q. 45 (2) (2021)
Shuo Yu, Yidong Chai, Hsinchun Chen, Randall A. Brown, Scott J. Sherman, Jay F. Nunamaker Jr.
Fall Detection with Wearable Sensors: A Hierarchical Attention-based Convolutional Neural Network Approach. J. Manag. Inf. Syst. 38 (4) (2021)
Po-Yi Du, Mohammadreza Ebrahimi, Ning Zhang, Hsinchun Chen, Randall A. Brown, Sagar Samtani
Identifying High-Impact Opioid Products and Key Sellers in Dark Net Marketplaces: An Interpretable Text Analytics Approach. ISI (2019)
Shuo Yu, Hsinchun Chen, Randall A. Brown, Scott J. Sherman
Motion Sensor-Based Assessment on Fall Risk and Parkinson's Disease Severity: A Deep Multi-Source Multi-Task Learning (DMML) Approach. ICHI (2018)
Shuo Yu, Hsinchun Chen, Randall A. Brown
Hidden Markov Model-Based Fall Detection With Motion Sensor Orientation Calibration: A Case for Real-Life Home Monitoring. IEEE J. Biomed. Health Informatics 22 (6) (2018)
Hongyi Zhu, Hsinchun Chen, Randall A. Brown
A sequence-to-sequence model-based deep learning approach for recognizing activity of daily living for senior care. J. Biomed. Informatics 84 (2018)
Yu-Kai Lin, Hsinchun Chen, Randall A. Brown, Shu-Hsing Li, Hung-Jen Yang
Healthcare Predictive Analytics for Risk Profiling in Chronic Care: A Bayesian Multitask Learning Approach. MIS Q. 41 (2) (2017)
Yu-Kai Lin, Hsinchun Chen, Randall A. Brown, Shu-Hsing Li, Hung-Jen Yang
Time-to-Event Predictive Modeling for Chronic Conditions Using Electronic Health Records. IEEE Intell. Syst. 29 (3) (2014)
Yu-Kai Lin, Hsinchun Chen, Randall A. Brown
MedTime: A temporal information extraction system for clinical narratives. J. Biomed. Informatics 46 (6) (2013)