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

首页 > 成果 > 详情

认领

导出

Link by DOI

反馈

作者信息关键词期刊信息基础信息归属信息摘要

成果类型：

期刊论文

作者：

Zhang, Xin;Xie, Jiajia;You, Xiong;Gong, Houwu

通讯作者：

Gong, HW

作者机构：

[Zhang, Xin] Hunan Coll Tradit Chinese Med, Affiliated Hosp 1, Dept Pediat, Zhuzhou, Peoples R China.

[Xie, Jiajia] Hunan Univ Chinese Med, Hosp 1, Dept Ultrasound Imaging, Changsha, Peoples R China.

[You, Xiong] Hunan Prov Rehabil Hosp, Ctr Rehabil Diag & Treatment, Changsha, Peoples R China.

[Gong, Houwu] Hunan Univ, Coll Comp Sci & Elect Engn, Changsha, Peoples R China.

[Gong, Houwu] Acad Mil Sci, Mil Med Res Inst, Beijing, Peoples R China.

通讯机构：

[Gong, HW ] H

Hunan Univ, Coll Comp Sci & Elect Engn, Changsha, Peoples R China.

Acad Mil Sci, Mil Med Res Inst, Beijing, Peoples R China.

语种：

英文

关键词：

type 2 diabetes mellitus;cognitive impairment;Risk factors;Drug Discovery;graph neural network (GNN)

期刊：

Frontiers in Endocrinology

ISSN：

1664-2392

年：

2023

卷：

DOI：

10.3389/fendo.2023.1213711

基金类别：

Natural Sciences Foundation of Hunan Province [2021JJ30139]; National Natural Science Foundation of China [61773157]; China Postdoctoral Science Foundation [2022M711113]; 2021 Scientific Research Plan Project of Hunan Provincial Health Commission [202109021496]; Rehabilitation Project of Hunan Disabled Persons' Federation [2022XK0305]

机构署名：

本校为第一机构

院系归属：

第一中医临床学院

摘要：

Background: Among 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 treatments are currently not available.Objective: This study aimed to explore the risk factors for CI in patients with type 2 diabetes mellitus (T2DM), screen potential therapeutic drugs for T2DM-CI, and provide evidence for preventing and treating T2DM-CI.Methods: This study focused on the T2DM populat...

反馈

产权有误：本人成果被他人认领

数据有误：数据基本信息有误

归属有误：成果的院系归属、机构署名归属有误

其他原因：

验证码：

看不清楚，换一个

确定

取消

成果认领

标题：

用户	作者	通讯作者	--
	请选择	请选择	--

确定

取消

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

反馈

成果认领

提示

该栏目需要登录且有访问权限才可以访问