Predicting Neoadjuvant Treatment Response in Rectal Cancer Using Machine Learning: Evaluation of MRI-Based Radiomic and Clinical Models
Kent J. Peterson, Matthew Simpson, Melissa K. Drezdzon, Anikó Szabó, Robin A. Ausman, Andrew S. Nencka, Paul Knechtges, Carrie Y. Peterson, Kirk Ludwig, Timothy J. Ridolfi
Topics & Concepts
MedicinePerineural invasionLymphovascular invasionColorectal cancerCarcinoembryonic antigenMagnetic resonance imagingStage (stratigraphy)Neoadjuvant therapyReceiver operating characteristicT-stageUnivariate analysisRadiologyInternal medicineOncologyCancerMultivariate analysisMetastasisPaleontologyBiologyBreast cancerColorectal Cancer Surgical TreatmentsRadiomics and Machine Learning in Medical ImagingColorectal and Anal Carcinomas