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Patterns of structure-function association in normal aging and in Alzheimer's disease: Screening for mild cognitive impairment and dementia with ML regression and classification models.

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第一作者： Yauhen,Statsenko

第一单位： Department of Radiology, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain, United Arab Emirates.;Big Data Analytics Center (BIDAC), United Arab Emirates University, Al Ain, United Arab Emirates.

作者： Yauhen,Statsenko ^[1] ; Sarah,Meribout ^[2] ; Tetiana,Habuza ^[3] ; Taleb M,Almansoori ^[4] ; Klaus Neidl-Van,Gorkom ^[4] ; Juri G,Gelovani ^[5] ; Milos,Ljubisavljevic ^[6]

作者单位： Department of Radiology, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain, United Arab Emirates.;Big Data Analytics Center (BIDAC), United Arab Emirates University, Al Ain, United Arab Emirates. ^[1] Department of Medicine, University of Constantine 3, Constantine, Algeria. ^[2] Big Data Analytics Center (BIDAC), United Arab Emirates University, Al Ain, United Arab Emirates.;College of Information Technology, United Arab Emirates University, Al Ain, United Arab Emirates. ^[3] Department of Radiology, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain, United Arab Emirates. ^[4] Department of Radiology, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain, United Arab Emirates.;Department of Surgery, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain, United Arab Emirates.;Biomedical Engineering Department, College of Engineering, Wayne State University, Detroit, MI, United States.;Siriraj Hospital, Mahidol University, Salaya, Thailand. ^[5] Department of Physiology, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain, United Arab Emirates.;Abu Dhabi Precision Medicine Virtual Research Institute (ADPMVRI), United Arab Emirates University, Al Ain, United Arab Emirates. ^[6]

关键词 Alzheimer's disease aging artificial intelligence brain morphometry cognitive decline cognitive score neurophysiological test structural-functional association

DOI 10.3389/fnagi.2022.943566

PMID 36910862

发布时间 2023-11-02

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