89 citations · 165 across the 3 of their papers we have counts for
3 papers
cs.LG2021
Forecasting Daily COVID-19 Related Calls in VA Health Care System: Predictive Model Development
Weipeng Zhou, Ryan J. Laundry, Paul L. Hebert +1
Background: COVID-19 has become a challenge worldwide and properly planning of medical resources is the key to combating COVID-19. In the US Veteran Affairs Health Care System (VA)…
cs.LG2018★ 76 cited
Progressive Sampling-Based Bayesian Optimization for Efficient and Automatic Machine Learning Model Selection
Xueqiang Zeng, Gang Luo
Purpose: Machine learning is broadly used for clinical data analysis. Before training a model, a machine learning algorithm must be selected. Also, the values of one or more model…
cs.LG2018★ 89 cited
Automatically Explaining Machine Learning Prediction Results: A Demonstration on Type 2 Diabetes Risk Prediction
Gang Luo
Background: Predictive modeling is a key component of solutions to many healthcare problems. Among all predictive modeling approaches, machine learning methods often achieve the hi…