Deep Myometrial Infiltration of Endometrial Cancer on MRI: A Radiomics-Powered Machine Learning Pilot Study
Arnaldo Stanzione, Renato Cuocolo, Renata Del Grosso, Anna Nardiello, Valeria Romeo, Antonio Travaglino, Antonio Raffone, Giuseppe Bifulco, Fulvio Zullo, Luigi Insabato, Simone Maurea, Pier Paolo Mainenti
Topics & Concepts
Random forestC4.5 algorithmFeature selectionArtificial intelligenceReceiver operating characteristicRadiomicsTest setComputer scienceMedicineSegmentationCross-validationPopulationClassifier (UML)Feature extractionPattern recognition (psychology)RadiologyMachine learningSupport vector machineNaive Bayes classifierEnvironmental healthEndometrial and Cervical Cancer TreatmentsRadiomics and Machine Learning in Medical ImagingGynecological conditions and treatments