Identification of key biomarkers for early warning of diabetic retinopathy using BP neural network algorithm and hierarchical clustering analysis

Identification of key biomarkers for early warning of diabetic retinopathy using BP neural network algorithm and hierarchical clustering analysis

Abstract Diabetic retinopathy is one of the most common microangiopathy in diabetes, essentially caused by abnormal blood glucose metabolism resulting from insufficient insulin secretion or reduced insulin activity. Epidemiological survey results show that about one third of diabetes patients have s...

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Bibliographic Details
Main Authors: Peiyu Li, Hui Wang, Guo Tian, Zhihui Fan
Format: Article
Language:English
Published: Nature Portfolio 2024-07-01
Series:Scientific Reports
Subjects:
Diabetic retinopathy
Early warning of disease
Key markers
BP neural network
Hierarchical cluster analysis
Online Access:https://doi.org/10.1038/s41598-024-65694-x

Internet

https://doi.org/10.1038/s41598-024-65694-x

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