IDH1 mutation prediction using MR-based radiomics in glioblastoma: comparison between manual and fully automated deep learning-based approach of tumor segmentation
Yangsean Choi, Yoonho Nam, Youn Soo Lee, Jiwoong Kim, Kook Jin Ahn, Jinhee Jang, Na‐Young Shin, Bum‐Soo Kim, Sin-Soo Jeon
Topics & Concepts
MedicineReceiver operating characteristicArtificial intelligenceSegmentationTest setGlioblastomaIsocitrate dehydrogenaseNuclear medicineRadiomicsPattern recognition (psychology)Computer scienceRadiologyInternal medicineEnzymeBiochemistryCancer researchChemistryGlioma Diagnosis and TreatmentRadiomics and Machine Learning in Medical ImagingBrain Tumor Detection and Classification