Published on in Vol 10, No 11 (2022): November

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/38053, first published .
A Transfer Learning Approach to Correct the Temporal Performance Drift of Clinical Prediction Models: Retrospective Cohort Study

A Transfer Learning Approach to Correct the Temporal Performance Drift of Clinical Prediction Models: Retrospective Cohort Study

A Transfer Learning Approach to Correct the Temporal Performance Drift of Clinical Prediction Models: Retrospective Cohort Study

Xiangzhou Zhang   1 * , PhD ;   Yunfei Xue   1, 2 * , MSc ;   Xinyu Su   1, 2 * , MSc ;   Shaoyong Chen   1, 2 , MSc ;   Kang Liu   1, 3 , PhD ;   Weiqi Chen   1 , PhD ;   Mei Liu   4 , PhD ;   Yong Hu   1 , PhD

1 Big Data Decision Institute, Jinan University, Guangzhou, China

2 College of Information Science and Technology, Jinan University, Guangzhou, China

3 School of Management, Jinan University, Guangzhou, China

4 Division of Medical Informatics, Department of Internal Medicine, University of Kansas Medical Center, Kansas City, KS, United States

*these authors contributed equally

Corresponding Author: