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Brain and lesion segmentation in multiple sclerosis using fully convolutional neural networks: A large-scale study.

Refaat E GabrIvan CoronadoMelvin RobinsonSheeba J SujitSushmita DattaXiaojun SunWilliam J AllenFred D LublinJerry S WolinskyPonnada A Narayana
Published in: Multiple sclerosis (Houndmills, Basingstoke, England) (2019)
The results from this large-scale study suggest that deep FCNN can automatically segment MS brain tissues, including lesions, with high accuracy.
Keyphrases
  • multiple sclerosis
  • convolutional neural network
  • white matter
  • deep learning
  • gene expression
  • resting state
  • functional connectivity
  • subarachnoid hemorrhage