Preoperative prediction of the stage, size, grade, and necrosis score in clear cell renal cell carcinoma using MRI-based radiomics
Ji Whae Choi, Rong Hu, Yijun Zhao, Subhanik Purkayastha, Jing Wu, A. McGirr, S. William Stavropoulos, Alvin C. Silva, Michael C. Soulen, Matthew B. Palmer, Paul J.L. Zhang, Chengzhang Zhu, Sun Ho Ahn, Harrison X. Bai
Topics & Concepts
MedicineClear cell renal cell carcinomaReceiver operating characteristicRenal cell carcinomaRadiomicsRandom forestInternal medicineStage (stratigraphy)RadiologyCohortArea under the curveOncologyArtificial intelligenceBiologyPaleontologyComputer scienceRenal cell carcinoma treatmentRadiomics and Machine Learning in Medical ImagingAdvanced X-ray and CT Imaging