Fully automated hybrid approach to predict the IDH mutation status of gliomas via deep learning and radiomics

摘要

Glioma prognosis depends on isocitrate dehydrogenase (IDH) mutation status. We aimed to predict the IDH status of gliomas from preoperative MR images using a fully automated hybrid approach with convolutional neural networks (CNNs) and radiomics.