Longitudinal Risk Prediction of Chronic Kidney Disease in Diabetic Patients Using a Temporal-Enhanced Gradient Boosting Machine: Retrospective Cohort Study

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/15510, first published July 16, 2019.

Xing Song ¹ , PhD ; Lemuel R Waitman ¹ , PhD ; Alan SL Yu ² , MD ; David C Robbins ³ , MD ; Yong Hu ^{4
*} , PhD ; Mei Liu ^{1
*} , PhD

¹ University of Kansas Medical Center, Department of Internal Medicine, Division of Medical Informatics, Kansas City, KS, United States

² University of Kansas Medical Center, Division of Nephrology and Hypertension and the Kidney Institute, Kansas City, KS, United States

³ University of Kansas Medical Center, Diabetes Institute, Kansas City, KS, United States

⁴ Jinan University, Big Data Decision Institute, Guangzhou, China

*these authors contributed equally

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