Risk factors and drug discovery for cognitive impairment in type 2 diabetes mellitus using artificial intelligence interpretation and graph neural networks

Risk factors and drug discovery for cognitive impairment in type 2 diabetes mellitus using artificial intelligence interpretation and graph neural networks

BackgroundAmong the 382 million diabetic patients worldwide, approximately 30% experience neuropathy, and one-fifth of these patients eventually develop diabetes cognitive impairment (CI). However, the mechanism underlying diabetes CI remains unknown, and early diagnostic methods or effective treatm...

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Bibliographic Details
Main Authors: Xin Zhang, Jiajia Xie, Xiong You, Houwu Gong
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-08-01
Series:Frontiers in Endocrinology
Subjects:
type 2 diabetes mellitus
cognitive impairment
risk factors
drug discovery
graph neural network (GNN)
Online Access:https://www.frontiersin.org/articles/10.3389/fendo.2023.1213711/full

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https://www.frontiersin.org/articles/10.3389/fendo.2023.1213711/full

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