A novel fully automated MRI-based deep-learning method for classification of IDH mutation status in brain gliomas

BACKGROUND: Isocitrate dehydrogenase (IDH) mutation status has emerged as an important prognostic marker in gliomas. Currently, reliable IDH mutation determination requires invasive surgical procedures. The purpose of this study was to develop a highly accurate, MRI-based, voxelwise deep-learning ID...

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Detalhes bibliográficos
Publicado no:Neuro Oncol
Main Authors: Bangalore Yogananda, Chandan Ganesh, Shah, Bhavya R, Vejdani-Jahromi, Maryam, Nalawade, Sahil S, Murugesan, Gowtham K, Yu, Frank F, Pinho, Marco C, Wagner, Benjamin C, Mickey, Bruce, Patel, Toral R, Fei, Baowei, Madhuranthakam, Ananth J, Maldjian, Joseph A
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2020
Assuntos:
Neuroimaging
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7442388/
https://ncbi.nlm.nih.gov/pubmed/31637430
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/neuonc/noz199
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