Brent M. Egan

According to our database, Brent M. Egan authored at least 7 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Handling Imbalanced and Poorly Separated Data: a Multi-Stage Multi-Group Machine Learning Approach.

Eva K. Lee, Fan Yuan, Barton J. Mann, Brent M. Egan

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

A Multi-stage Multi-group Classification Model: Applications to Knowledge Discovery for Evidence-based Patient-centered Care.

Eva K. Lee, Brent M. Egan

Proceedings of the 14th International Joint Conference on Knowledge Discovery, 2022

2021

Multi-Site Best Practice Discovery: From Free Text to Standardized Concepts to Clinical Decisions.

Eva K. Lee, Zhunan Li, Yuanbo Wang, Matthew S. Hagen, Robert A. Davis, Brent M. Egan

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2019

An Efficient, Robust, and Customizable Information Extraction and Pre-processing Pipeline for Electronic Health Records.

Eva K. Lee, Yuanbo Wang, Yuntian He, Brent M. Egan

Proceedings of the 11th International Joint Conference on Knowledge Discovery, 2019

2017

A Low-cost Adaptable and Personalized Remote Patient Monitoring System.

Eva K. Lee, Yuanbo Yu, Robert A. Davis, Brent M. Egan

Proceedings of the 2017 International Conference on Digital Health, 2017

Designing a low-cost adaptable and personalized remote patient monitoring system.

Eva K. Lee, Yuanbo Wang, Robert A. Davis, Brent M. Egan

Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

2016

Machine Learning: Multi-site Evidence-Based Best Practice Discovery.

Eva K. Lee, Yuanbo Wang, Matthew S. Hagen, Xin Wei, Robert A. Davis, Brent M. Egan

Proceedings of the Machine Learning, Optimization, and Big Data, 2016