MRI-based delta-radiomics are predictive of pathological complete response after neoadjuvant chemoradiotherapy in locally advanced rectal cancer
Lijuan Wan, Wenjing Peng, Shuangmei Zou, Feng Ye, Yayuan Geng, Han Ouyang, Xinming Zhao, Hongmei Zhang
Topics & Concepts
MedicineRadiomicsReceiver operating characteristicConfidence intervalMagnetic resonance imagingRadiologyLogistic regressionNeoadjuvant therapyChemoradiotherapyColorectal cancerFeature selectionEffective diffusion coefficientNuclear medicineCancerArtificial intelligenceInternal medicineRadiation therapyBreast cancerComputer scienceColorectal Cancer Surgical TreatmentsRadiomics and Machine Learning in Medical ImagingMRI in cancer diagnosis