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Differentiation of neurodegenerative parkinsonian syndromes by volumetric magnetic resonance imaging analysis and support vector machine classification.

Hans-Jürgen HuppertzLeona MöllerMartin SüdmeyerRüdiger HilkerElke HattingenKarl EggerFlorian AmtageGesine RespondekMaria StamelouAlfons SchnitzlerElmar H PinkhardtWolfgang H OertelSusanne KnakeJan KassubekGünter U Höglinger
Published in: Movement disorders : official journal of the Movement Disorder Society (2017)
Brain volumetry combined with support vector machine classification allowed for reliable automated differentiation of parkinsonian syndromes on single-patient level even for MRI acquired on different scanners. © 2016 International Parkinson and Movement Disorder Society.
Keyphrases
  • deep learning
  • magnetic resonance imaging
  • machine learning
  • contrast enhanced
  • case report
  • diffusion weighted imaging
  • resting state
  • high throughput
  • cerebral ischemia
  • multiple sclerosis
  • data analysis