Concepedia

Randall A. Brown

RA

8

Publications

407

Citations

8

H-Index

2003

Active since

Affiliations

University of Arizona(Current)

Southern Arizona VA Health Care System

National Taiwan University

Randall A. Brown is an author at University of Arizona specializing in health informatics, engineering, and medicine.

Top concepts

MedicineEngineeringHealth InformaticsData ScienceMachine LearningActivity RecognitionHealthDeep LearningHuman MovementFall Prevention

Publications per year

2003–2021

8

Publications

8

Healthcare Predictive Analytics for Risk Profiling in Chronic Care: A Bayesian Multitask Learning Approach1

Yu-Kai Lin, Hsinchun Chen, Randall A. Brown et al. · MIS Quarterly · 2017 · 155 citations

Hidden Markov Model-Based Fall Detection With Motion Sensor Orientation Calibration: A Case for Real-Life Home Monitoring

Shuo Yu, Hsinchun Chen, Randall A. Brown · IEEE Journal of Biomedical and Health Informatics · 2017 · 82 citations

Engineering, Machine Learning, Human Pose Estimation +20

MedTime: A temporal information extraction system for clinical narratives

Yu-Kai Lin, Hsinchun Chen, Randall A. Brown · Journal of Biomedical Informatics · 2013 · 57 citations

Natural Language Processing, Engineering, Narrative Extraction +8

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 · Journal of Biomedical Informatics · 2018 · 35 citations

Nursing, Family Medicine, Daily Living +12

Fall Detection with Wearable Sensors: A Hierarchical Attention-based Convolutional Neural Network Approach

Shuo Yu, Yidong Chai, Hsinchun Chen et al. · Journal of Management Information Systems · 2021 · 35 citations

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