Challenges to the Reproducibility of Machine Learning Models in Health Care 论文

详细信息

发表期刊/会议

JAMA

发表日期

2020-01-06

发表年份

2020

摘要

This Viewpoint reviews how machine learning models are developed and trained, discusses the challenges of reproducing medical machine learning model accuracy, and proposes practices and standards to improve the models’ reproducibility and replicability.