CT angiography-based radiomics as a tool for carotid plaque characterization: a pilot study
Savino Cilla, Gabriella Macchia, Jacopo Lenkowicz, Huong Elena Tran, Antonio Pierro, Lella Petrella, Mara Fanelli, Celestino Sardu, Alessia Re, Luca Boldrini, Luca Indovina, Carlo Maria De Filippo, Eugenio Caradonna, Francesco Deodato, Massimo Massetti, Vincenzo Valentini, Pietro Modugno
Topics & Concepts
Feature selectionSupport vector machineArtificial intelligencePattern recognition (psychology)Logistic regressionUnivariateBinary classificationFeature extractionMedicineCross-validationStepwise regressionComputer scienceMathematicsMultivariate statisticsMachine learningCerebrovascular and Carotid Artery DiseasesCardiovascular Disease and AdiposityCardiac Imaging and Diagnostics