Quantitative tumor heterogeneity MRI profiling improves machine learning–based prognostication in patients with metastatic colon cancer
Dania Daye, Azadeh Tabari, Hyun Ji Kim, Ken Chang, Sophia C. Kamran, Theodore S. Hong, Jayashree Kalpathy–Cramer, Michael S. Gee
Topics & Concepts
MedicineColorectal cancerNeuroradiologyRandom forestPrognostic variablePopulationRadiologyUnivariate analysisSurvival analysisOncologyCancerMultivariate analysisArtificial intelligenceInternal medicineNeurologyComputer scienceEnvironmental healthPsychiatryRadiomics and Machine Learning in Medical ImagingHepatocellular Carcinoma Treatment and PrognosisMRI in cancer diagnosis