Predicting primary progressive aphasias with support vector machine approaches in structural MRI data

Predicting primary progressive aphasias with support vector machine approaches in structural MRI data

Primary progressive aphasia (PPA) encompasses the three subtypes nonfluent/agrammatic variant PPA, semantic variant PPA, and the logopenic variant PPA, which are characterized by distinct patterns of language difficulties and regional brain atrophy. To validate the potential of structural magnetic r...

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Bibliographic Details
Main Authors: Sandrine Bisenius, Karsten Mueller, Janine Diehl-Schmid, Klaus Fassbender, Timo Grimmer, Frank Jessen, Jan Kassubek, Johannes Kornhuber, Bernhard Landwehrmeyer, Albert Ludolph, Anja Schneider, Sarah Anderl-Straub, Katharina Stuke, Adrian Danek, Markus Otto, Matthias L. Schroeter
Format: Article
Language:English
Published: Elsevier 2017-01-01
Series:NeuroImage: Clinical
Subjects:
Grey matter
Multi-center
Primary progressive aphasia
Support vector machine classification
Whole brain approach
Online Access:http://www.sciencedirect.com/science/article/pii/S2213158217300372

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http://www.sciencedirect.com/science/article/pii/S2213158217300372

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