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...

תיאור מלא

שמור ב:
מידע ביבליוגרפי
הוצא לאור ב: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
פורמט: Artigo
שפה:Inglês
יצא לאור: Oxford University Press 2020
נושאים:
Neuroimaging
גישה מקוונת: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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