Machine Learning Approaches for Predicting Psoriatic Arthritis Risk Using Electronic Medical Records: Population-Based Study

Leon Tsung-Ju Lee   ^{1, 2, 3, 4} , MD, MSci ;   Hsuan-Chia Yang   ¹ , PhD ;   Phung Anh Nguyen   ^{5, 6} , PhD ;   Muhammad Solihuddin Muhtar   ⁵ , BA ;   Yu-Chuan Jack Li   ^{1, 7} , MD, PhD

¹ Graduate Institute of Biomedical Informatics, Taipei Medical University, Taipei, Taiwan

² Graduate Institute of Clinical Medicine, Taipei Medical University, Taipei, Taiwan

³ Department of Dermatology, Taipei Medical University Hospital, Taipei Medical University, Taipei, Taiwan

⁴ Department of Dermatology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan

⁵ Graduate Institute of Data Science, Taipei Medical University, Taipei, Taiwan

⁶ Department of Healthcare Information and Management, Ming Chuan University, Taoyuan, Taiwan

⁷ Department of Dermatology, Taipei Municipal Wanfang Hospital, Taipei Medical University, Taipei, Taiwan