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 , CN

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

3 School of Management, Jinan University , Guangzhou , CN

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

*these authors contributed equally

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