Article
Easy-to-use machine learning system for the prediction of IDH mutation and 1p/19q codeletion using MRI images of adult-type diffuse gliomas.
Brain tumor pathology - 1 Apr 2023
Nishikawa Tomohide, Ohka Fumiharu, Aoki Kosuke, Suzuki Hiromichi, Motomura Kazuya, Yamaguchi Junya, Maeda Sachi, Kibe Yuji, Shimizu Hiroki, Natsume Atsushi, Innan Hideki, Saito Ryuta
Abstract excerpt
Adult-type diffuse gliomas are divided into Astrocytoma, IDH-mutant, Oligodendroglioma, IDH-mutant and 1p/19q-codeleted and Glioblastoma, IDH-wildtype based on the IDH mutation, and 1p/19q codeletion status. To determine the treatment strategy for these tumors, pre-operative prediction of IDH mutation and 1p/19q codeletion status might be effective. Computer-aided diagnosis (CADx) systems using machine learning...
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