Brent M. Egan

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 8

Top Topics

Clinical Guidelines

Monitoring System

Top Venues

Publications

Eva K. Lee, Fan Yuan, Barton J. Mann, Brent M. Egan
Handling Imbalanced and Poorly Separated Data: a Multi-Stage Multi-Group Machine Learning Approach. BIBM (2023)
Eva K. Lee, Brent M. Egan
A Multi-stage Multi-group Classification Model: Applications to Knowledge Discovery for Evidence-based Patient-centered Care. KDIR (2022)
Eva K. Lee, Fan Yuan, Barton J. Mann, Brent M. Egan
A General-Purpose Multi-stage Multi-group Machine Learning Framework for Knowledge Discovery and Decision Support. IC3K (2022)
Eva K. Lee, Zhunan Li, Yuanbo Wang, Matthew S. Hagen, Robert A. Davis, Brent M. Egan
Multi-Site Best Practice Discovery: From Free Text to Standardized Concepts to Clinical Decisions. BIBM (2021)
Eva K. Lee, Yuanbo Wang, Yuntian He, Brent M. Egan
An Efficient, Robust, and Customizable Information Extraction and Pre-processing Pipeline for Electronic Health Records. KDIR (2019)
Eva K. Lee, Yuanbo Yu, Robert A. Davis, Brent M. Egan
A Low-cost Adaptable and Personalized Remote Patient Monitoring System. DH (2017)
Eva K. Lee, Yuanbo Wang, Robert A. Davis, Brent M. Egan
Designing a low-cost adaptable and personalized remote patient monitoring system. BIBM (2017)
Eva K. Lee, Yuanbo Wang, Matthew S. Hagen, Xin Wei, Robert A. Davis, Brent M. Egan
Machine Learning: Multi-site Evidence-Based Best Practice Discovery. MOD (2016)