Machine learning-based radiomics analysis in predicting RAS mutational status using magnetic resonance imaging
Vincenza Granata, Roberta Fusco, Maria Chiara Brunese, Annabella Di Mauro, Antonio Avallone, Alessandro Ottaiano, Francesco Izzo, Nicola Normanno, Antonella Petrillo
Topics & Concepts
Receiver operating characteristicWilcoxon signed-rank testMagnetic resonance imagingArtificial intelligenceSupport vector machineMcNemar's testComputer scienceIntraclass correlationMachine learningFalse discovery rateReproducibilityMathematicsPattern recognition (psychology)StatisticsMann–Whitney U testMedicineRadiologyGeneChemistryBiochemistryRadiomics and Machine Learning in Medical ImagingHepatocellular Carcinoma Treatment and PrognosisMRI in cancer diagnosis