Deriving quantitative information from multiparametric MRI via Radiomics: Evaluation of the robustness and predictive value of radiomic features in the discrimination of low-grade versus high-grade gliomas with machine learning
Leonardo Ubaldi, Sara Saponaro, Alessia Giuliano, C. Talamonti, Alessandra Retico
Topics & Concepts
Artificial intelligenceRandom forestNormalization (sociology)Computer scienceRadiomicsPreprocessorPattern recognition (psychology)Magnetic resonance imagingMachine learningData miningMedicineRadiologyAnthropologySociologyGlioma Diagnosis and TreatmentRadiomics and Machine Learning in Medical ImagingBrain Tumor Detection and Classification