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Multi-Scale Adaptive Graph Learning Based on Multi-Wave EEG Data for Dementia Diagnosis

Jiaxin Wei Bin Jiao Hanhe Lin Xu Tian Lu Shen Jin Liu

大数据挖掘与分析(英文版)2025,Vol.8Issue(5):1023-1043,21.
大数据挖掘与分析(英文版)2025,Vol.8Issue(5):1023-1043,21.DOI:10.26599/BDMA.2025.9020015

Multi-Scale Adaptive Graph Learning Based on Multi-Wave EEG Data for Dementia Diagnosis

Multi-Scale Adaptive Graph Learning Based on Multi-Wave EEG Data for Dementia Diagnosis

Jiaxin Wei 1Bin Jiao 2Hanhe Lin 3Xu Tian 1Lu Shen 2Jin Liu4

作者信息

  • 1. Hunan Provincial Key Laboratory on Bioinformatics,School of Computer Science and Engineering,Central South University,Changsha 410083,China
  • 2. Department of Neurology,Xiangya Hospital,Central South University,Changsha 410083,China
  • 3. School of Science and Engineering,University of Dundee,Dundee DD1 4HN,UK
  • 4. Huan Provincial Key Laboratory on Bioinformatics,School of Computer Science and Engineering,Center South University,Changsha 410083,China||Xinjiang Engineering Research Center of Big Data and Intelligent Software,School of Software,Xinjiang University,Urumqi 830000,China
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摘要

关键词

dementia diagnosis/Electroencephalogram(EEG)/data augmentation/Adaptive Graph Learning(AGL)

Key words

dementia diagnosis/Electroencephalogram(EEG)/data augmentation/Adaptive Graph Learning(AGL)

引用本文复制引用

Jiaxin Wei,Bin Jiao,Hanhe Lin,Xu Tian,Lu Shen,Jin Liu..Multi-Scale Adaptive Graph Learning Based on Multi-Wave EEG Data for Dementia Diagnosis[J].大数据挖掘与分析(英文版),2025,8(5):1023-1043,21.

基金项目

This work was supported by the National Key R&D Program of China(No.2023YFC3603700),the National Natural Science Foundation of China(No.62172444),the Shenzhen Science and Technology Program(No.KQTD20200820113106007),the Xinjiang Key Research and Development project(No.2023B01032),the Central South University Innovation-Driven Research Programme(No.2023CXQD018),and the High Performance Computing Center of Central South University,China. (No.2023YFC3603700)

大数据挖掘与分析(英文版)

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