Machine Learning Prediction of Progression to Dialysis in Patients With Polycystic Kidney Disease: Population-Based Retrospective Cohort Study

Cheng-Hao Chang   ^{1 *} , MD ;   Mingchih Chen   ^{2, 3 *} , PhD ;   Ming-Hsien Tsai   ^{1, 4} , MD, PhD ;   Yen-Chun Huang   ⁵ , PhD ;   Hung-Hsiang Liou   ⁶ , MD ;   Ben-Chang Shia   ^{2, 3} , MD, PhD ;   Chingying Liang   ^{2, 3} , MD ;   Yu-Wei Fang   ^{1, 4} , MD, PhD

¹ Division of Nephrology, Department of Internal Medicine, Shin-Kong Wu Ho-Su Memorial Hospital, Taipei, Taiwan

² Graduate Institute of Business Administration, College of Management, Fu Jen Catholic University, New Taipei City, Taiwan

³ AI Development Center, Fu Jen Catholic University, New Taipei City, Taiwan

⁴ Department of Medicine, Fu Jen Catholic University School of Medicine, New Taipei City, Taiwan

⁵ Department of Artificial Intelligence, Tamkang University, New Taipei City, Taiwan

⁶ Division of Nephrology, Department of Internal Medicine, Hsin-Jen Hospital, New Taipei City, Taiwan

*these authors contributed equally