Multimodal analysis of functional and structural disconnection in Alzheimer's disease using multiple kernel SVM.

Dyrba, Martin; Grothe, Michel; Kirste, Thomas; Teipel, Stefan J

Dyrba, Martin; Grothe, Michel; Kirste, Thomas; Teipel, Stefan J.

Affiliation

Dyrba M; German Center for Neurodegenerative Diseases (DZNE), Site Rostock/Greifswald, Rostock, Germany.

Hum Brain Mapp ; 36(6): 2118-31, 2015 Jun.

Article in En | MEDLINE | ID: mdl-25664619

Subject(s)

Alzheimer Disease/pathology; Alzheimer Disease/physiopathology; Brain/pathology; Brain/physiopathology; Diffusion Tensor Imaging/methods; Magnetic Resonance Imaging/methods; Multimodal Imaging/methods; Support Vector Machine; Aged; Area Under Curve; Brain Mapping/methods; Female; Gray Matter/pathology; Gray Matter/physiopathology; Humans; Male; Pattern Recognition, Automated/methods; Rest

Key words

Alzheimer's disease; diffusion tensor imaging; magnetic resonance imaging; multiple kernel support vector machine; resting-state functional magnetic resonance imaging

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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Brain / Magnetic Resonance Imaging / Diffusion Tensor Imaging / Alzheimer Disease / Multimodal Imaging / Support Vector Machine Type of study: Prognostic_studies Limits: Aged / Female / Humans / Male Language: En Journal: Hum Brain Mapp Journal subject: CEREBRO Year: 2015 Type: Article Affiliation country: Germany

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