Early Detection of Dementia in Populations With Type 2 Diabetes: Predictive Analytics Using Machine Learning Approach

Phan Thanh Phuc   ^{1, 2} , MBA ;   Phung-Anh Nguyen   ^{3, 4, 5, 6} , PhD ;   Nam Nhat Nguyen   ⁷ , MD, PhD ;   Min-Huei Hsu   ^{3, 8} , PhD ;   Nguyen Quoc Khanh Le   ⁹ , PhD ;   Quoc-Viet Tran   ³ , PhD ;   Chih-Wei Huang   ^{6, 10} , PhD ;   Hsuan-Chia Yang   ^{6, 10, 11} , PhD ;   Cheng-Yu Chen   ^{12, 13} , MD, PhD ;   Thi Anh Hoa Le   ² , MHM ;   Minh Khoi Le   ² , MD, PhD ;   Hoang Bac Nguyen   ² , MD, PhD ;   Christine Y Lu   ^{14, 15, 16} , PhD ;   Jason C Hsu   ^{1, 4, 5, 6} , PhD

¹ College of Management, Taipei Medical University, New Taipei, Taiwan

² University Medical Center, University of Medicine and Pharmacy, Ho Chi Minh City, Vietnam

³ Graduate Institute of Data Science, College of Management, Taipei Medical University, Taipei, Taiwan

⁴ Clinical Data Center, Office of Data Science, Taipei Medical University, Taipei, Taiwan

⁵ Research Center of Health Care Industry Data Science, College of Management, Taipei Medical University, Taipei, Taiwan

⁶ Clinical Big Data Research Center, Taipei Medical University Hospital, Taipei Medical University, Taipei, Taiwan

⁷ College of Medicine, Taipei Medical University, Taipei, Taiwan

⁸ Office of Data Science, Taipei Medical University, Taipei, Taiwan

⁹ Research Center for Artificial Intelligence in Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan

¹⁰ International Center for Health Information Technology, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan

¹¹ Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan

¹² Department of Radiology, College of Medicine, Taipei Medical University, Taipei, Taiwan

¹³ Research Center for Artificial Intelligence in Medicine, Taipei Medical University, Taipei, Taiwan

¹⁴ School of Pharmacy, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia

¹⁵ Kolling Institute, Faculty of Medicine and Health, The University of Sydney and the Northern Sydney Local Health District, Sydney, Australia

¹⁶ Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA, United States