A radiomics model based on DCE-MRI and DWI may improve the prediction of estimating IDH1 mutation and angiogenesis in gliomas
Jie Wang, Yue Hu, Xuejun Zhou, Shanlei Bao, Yue Chen, Min Ge, Zhongzheng Jia
Topics & Concepts
MedicineReceiver operating characteristicIDH1Magnetic resonance imagingRadiomicsGliomaIsocitrate dehydrogenaseLasso (programming language)Diffusion MRIImaging biomarkerAngiogenesisNuclear medicineRadiologyPathologyInternal medicineMutationCancer researchComputer scienceEnzymeBiochemistryChemistryWorld Wide WebGeneGlioma Diagnosis and TreatmentRadiomics and Machine Learning in Medical ImagingMRI in cancer diagnosis