Prostate cancer classification using radiomics and machine learning on mp-MRI validated using co-registered histology
Ryan Alfano, Glenn Bauman, José A. Gómez, Mena Gaed, Madeleine Moussa, Joseph L. Chin, Stephen E. Pautler, Aaron D. Ward
Topics & Concepts
MedicineArtificial intelligenceReceiver operating characteristicNaive Bayes classifierMagnetic resonance imagingPattern recognition (psychology)RadiomicsGround truthBayes' theoremMachine learningRadiologyComputer scienceSupport vector machineBayesian probabilityInternal medicineProstate Cancer Diagnosis and TreatmentProstate Cancer Treatment and ResearchRadiomics and Machine Learning in Medical Imaging