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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Dades bibliogràfiques
Publicat a:Neuro Oncol
Autors principals: 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
Format: Artigo
Idioma:Inglês
Publicat: Oxford University Press 2020
Matèries:
Neuroimaging
Accés en línia: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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