Machine learning based on event-related oscillations of working memory differentiates between preclinical Alzheimer's disease and normal aging.

导出 LinkOut

翻译打印收藏纠错

第一作者： Ke,Liao

第一单位： Hoglund Biomedical Imaging Center, University of Kansas Medical Center, Kansas City, KS, United States. Electronic address: kliao@kumc.edu.

作者： Ke,Liao ^[1] ; Laura E,Martin ^[2] ; Sodiq,Fakorede ^[3] ; William M,Brooks ^[4] ; Jeffrey M,Burns ^[5] ; Hannes,Devos ^[6]

作者单位： Hoglund Biomedical Imaging Center, University of Kansas Medical Center, Kansas City, KS, United States. Electronic address: kliao@kumc.edu. ^[1] Hoglund Biomedical Imaging Center, University of Kansas Medical Center, Kansas City, KS, United States; Department of Population Health, University of Kansas Medical Center, Kansas City, KS, United States. ^[2] Department of Physical Therapy, Rehabilitation Science, and Athletic Training, University of Kansas Medical Center, Kansas City, KS, United States. ^[3] Hoglund Biomedical Imaging Center, University of Kansas Medical Center, Kansas City, KS, United States; Department of Neurology, University of Kansas Medical Center, Kansas City, KS, United States; University of Kansas Alzheimer's Disease Research Center, University of Kansas Medical Center, Kansas City, KS, United States. ^[4] Department of Neurology, University of Kansas Medical Center, Kansas City, KS, United States; University of Kansas Alzheimer's Disease Research Center, University of Kansas Medical Center, Kansas City, KS, United States. ^[5] Department of Physical Therapy, Rehabilitation Science, and Athletic Training, University of Kansas Medical Center, Kansas City, KS, United States; University of Kansas Alzheimer's Disease Research Center, University of Kansas Medical Center, Kansas City, KS, United States; Mobility Core, KU Center for Community Access, Rehabilitation Research, Education, and Service (KU-CARES), University of Kansas Medical Center, Kansas City, KS, United States. ^[6]

关键词 Alzheimer’s disease (AD)Electroencephalography (EEG)Machine learning Preclinical discrete wavelet transform (DWT)event-related oscillations (ERO)