Machine Learning-Based Prediction of Neurodegenerative Disease in Patients With Type 2 Diabetes by Derivation and Validation in 2 Independent Korean Cohorts: Model Development and Validation Study

• Main Authors: Hyunji Sang (Author), Hojae Lee (Author), Jaeyu Park (Author), Sunyoung Kim (Author), Ho Geol Woo (Author), Ai Koyanagi (Author), Lee Smith (Author), Sihoon Lee (Author), You-Cheol Hwang (Author), Tae Sun Park (Author), Hyunjung Lim (Author), Dong Keon Yon (Author), Sang Youl Rhee (Author)
• Format: Book
• Published: JMIR Publications, 2024-10-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundSeveral machine learning (ML) prediction models for neurodegenerative diseases (NDs) in type 2 diabetes mellitus (T2DM) have recently been developed. However, the predictive power of these models is limited by the lack of multiple risk factors. ObjectiveThis study aimed to assess the valid...