Development and Validation of a Deep Learning Based Diabetes Prediction System Using a Nationwide Population-Based Cohort

Background Previously developed prediction models for type 2 diabetes mellitus (T2DM) have limited performance. We developed a deep learning (DL) based model using a cohort representative of the Korean population. Methods This study was conducted on the basis of the National Health Insurance Service...

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Bibliographic Details
Main Authors: Sang Youl Rhee, Ji Min Sung, Sunhee Kim, In-Jeong Cho, Sang-Eun Lee, Hyuk-Jae Chang
Format: Article
Language:English
Published: Korean Diabetes Association 2021-07-01
Series:Diabetes & Metabolism Journal
Subjects:
Online Access:http://www.e-dmj.org/upload/pdf/dmj-2020-0081.pdf