Prediction and analysis of risk factors for diabetic retinopathy based on machine learning and interpretable models-Reference-Cited by-同舟云学术

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Prediction and analysis of risk factors for diabetic retinopathy based on machine learning and interpretable models

Published:2024-05 Issue:9 Volume:10 Page:e29497
ISSN:2405-8440
Container-title:Heliyon
language:en
Short-container-title:Heliyon

Author:

Wang Xu,Wang Weijie,Ren Huiling,Li Xiaoying,Wen Yili

Funder

Peking Union Medical College Hospital

Chinese Academy of Medical Sciences & Peking Union Medical College

Publisher

Elsevier BV

Reference51 articles.

1. Facts & Figures,2023

2. Analysis of pathological regularity and related risk factors of retinal nerve injury in patients with diabetes mellitus;Derong;Recent Advances in Ophthalmology,2023

3. Oxidative stress and diabetic retinopathy: development and treatment;Calderon;Eye (Lond).,2017

4. Chinese clinical Guidelines for the prevention and treatment of type 2 diabetes in the elderly (2022 edition);Chinese Journal of Diabetes,2022

5. Reduction of Overfitting in Diabetes Prediction Using Deep Learning Neural Network;Ashiquzzaman,2018

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