Magnetic Resonance Imaging Radiomics Analyses for Prediction of High-Grade Histology and Necrosis in Clear Cell Renal Cell Carcinoma: Preliminary Experience
Durgesh K. Dwivedi, Yin Xi, Payal Kapur, Ananth J. Madhuranthakam, Matthew A. Lewis, Durga Udayakumar, R Rasmussen, Qing Yuan, Aditya Bagrodia, Vitaly Margulis, Michael Fulkerson, James Brugarolas, Jeffrey A. Cadeddu, Iván Pedrosa
Topics & Concepts
MedicineClear cell renal cell carcinomaMagnetic resonance imagingClear cellRenal cell carcinomaReceiver operating characteristicUnivariate analysisConfidence intervalBiopsyRadiologyNuclear medicineArea under the curveLogistic regressionProportional hazards modelOncologyInternal medicineMultivariate analysisRenal cell carcinoma treatmentRadiomics and Machine Learning in Medical ImagingMRI in cancer diagnosis