Long-term prediction models for vision-threatening diabetic retinopathy using medical features from data warehouse

Abstract We sought to evaluate the performance of machine learning prediction models for identifying vision-threatening diabetic retinopathy (VTDR) in patients with type 2 diabetes mellitus using only medical data from data warehouse. This is a multicenter electronic medical records review study. Pa...

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Bibliographic Details
Main Authors: Kwanhoon Jo, Dong Jin Chang, Ji Won Min, Young-Sik Yoo, Byul Lyu, Jin Woo Kwon, Jiwon Baek
Format: Article
Language:English
Published: Nature Portfolio 2022-05-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-12369-0