Shape and texture-based radiomics signature on CT effectively discriminates benign from malignant renal masses
Felix Y. Yap, Bino Varghese, Steven Cen, Darryl Hwang, Xiaomeng Lei, Bhushan Desai, Christopher Lau, Lindsay Yang, Austin J. Fullenkamp, Simin Hajian, Marielena Rivas, Megha Gupta, Brian D. Quinn, Manju Aron, Mihir Desai, Monish Aron, Assad A. Oberai, Inderbir S. Gill, Vinay Duddalwar
Topics & Concepts
Random forestRadiomicsArtificial intelligencePattern recognition (psychology)Receiver operating characteristicTexture (cosmology)Image textureNeuroradiologyComputer scienceMedicineRadiologyMachine learningImage processingImage (mathematics)PsychiatryNeurologyRenal cell carcinoma treatmentRadiomics and Machine Learning in Medical ImagingMRI in cancer diagnosis