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A Gaussian-based model for early detection of mild cognitive impairment using multimodal neuroimaging.

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第一作者： Parisa,Forouzannezhad

第一单位： Department of Electrical and Computer Engineering, Florida International University, Miami, FL, USA.

作者： Parisa,Forouzannezhad ^[1] ; Alireza,Abbaspour ^[1] ; Chunfei,Li ^[1] ; Chen,Fang ^[1] ; Ulyana,Williams ^[1] ; Mercedes,Cabrerizo ^[1] ; Armando,Barreto ^[1] ; Jean,Andrian ^[1] ; Naphtali,Rishe ^[2] ; Rosie E,Curiel ^[3] ; David,Loewenstein ^[4] ; Ranjan,Duara ^[5] ; Malek,Adjouadi ^[6]

作者单位： Department of Electrical and Computer Engineering, Florida International University, Miami, FL, USA. ^[1] School of Computing and Information Sciences, Florida International University, Miami, FL, USA. ^[2] Center for Cognitive Neuroscience and Aging, Department of Psychiatry and Behavioral Sciences, University of Miami School of Medicine, Miami, FL, USA; 1Florida Alzheimer's Disease Research Center (ADRC), University of Florida, Gainesville, FL, USA. ^[3] Center for Cognitive Neuroscience and Aging, Department of Psychiatry and Behavioral Sciences, University of Miami School of Medicine, Miami, FL, USA; 1Florida Alzheimer's Disease Research Center (ADRC), University of Florida, Gainesville, FL, USA; Wien Center for Alzheimer's Disease and Memory Disorders, Mount Sinai Medical Center, Miami Beach, FL, USA. ^[4] 1Florida Alzheimer's Disease Research Center (ADRC), University of Florida, Gainesville, FL, USA; Wien Center for Alzheimer's Disease and Memory Disorders, Mount Sinai Medical Center, Miami Beach, FL, USA. ^[5] Department of Electrical and Computer Engineering, Florida International University, Miami, FL, USA; 1Florida Alzheimer's Disease Research Center (ADRC), University of Florida, Gainesville, FL, USA. ^[6]

关键词 Alzheimer’s disease Early Mild Cognitive Impairment (EMCI)Gaussian Process Multimodal Neuroimaging Random Forest

医学主题词阿尔茨海默病(Alzheimer Disease);脑(Brain);人类(Humans);磁共振成像(Magnetic Resonance Imaging);正态分布(Normal Distribution)

DOI 10.1016/j.jneumeth.2019.108544

PMID 31838182

发布时间 2024-06-13

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