IMG-19. RADIOMICS AND SUPERVISED DEEP LEARNING TO PREDICT MOLECULAR SUBGROUPS IN MEDULLOBLASTOMA BASED ON WHOLE TUMOR VOLUME LABELING: A SINGLE CENTER MULTIPARAMETRIC MR ANALYSIS

PURPOSE: Medulloblastoma (MB) is a complex pathology. Four molecular subgroups have been unveiled (Wingless-WNT, Sonic Hedgehog-SHH, Group 3-G3 and Group 4-G4), characterized by significant differences in patient clinical outcome. We investigated the utility of a radiomic analysis to predict molecul...

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Detalhes bibliográficos
Publicado no:Neuro Oncol
Main Authors: Voicu, Ioan Paul, Chiacchiaretta, Piero, Caulo, Massimo, Miele, Evelina, Carboni, Alessia, Carai, Andrea, Diomedi-Camassei, Francesca, Rossi, Sabrina, Cacchione, Antonella, Del Baldo, Giada, Ferretti, Elisabetta, Mastronuzzi, Angela, Tomà, Paolo, Colafati, Giovanna Stefania
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2020
Assuntos:
Imaging
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7715422/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/neuonc/noaa222.354
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