Article
Radiogenomics of Glioblastoma: Machine Learning-based Classification of Molecular Characteristics by Using Multiparametric and Multiregional MR Imaging Features.
Radiology - 1 Dec 2016
Kickingereder Philipp, Bonekamp David, Nowosielski Martha, Kratz Annekathrin, Sill Martin, Burth Sina, Wick Antje, Eidel Oliver, Schlemmer Heinz-Peter, Radbruch Alexander, Debus Jürgen, Herold-Mende Christel, Unterberg Andreas, Jones David, Pfister Stefan, Wick Wolfgang, von Deimling Andreas, Bendszus Martin, Capper David
Abstract excerpt
Purpose To evaluate the association of multiparametric and multiregional magnetic resonance (MR) imaging features with key molecular characteristics in patients with newly diagnosed glioblastoma. Materials and Methods Retrospective data evaluation was approved by the local ethics committee, and the requirement to obtain informed consent was waived. Preoperative MR imaging features were correlated with key...
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