Meningioma Consistency Can Be Defined by Combining the Radiomic Features of Magnetic Resonance Imaging and Ultrasound Elastography. A Pilot Study Using Machine Learning Classifiers
Santiago Cepeda, Ignacio Arrese, Sergio García-García, María Velasco-Casares, Trinidad Escudero, Tomás Zamora, Rosario Sarabia
Topics & Concepts
MedicineMagnetic resonance imagingArtificial intelligenceElastographyRandom forestReceiver operating characteristicMagnetic resonance elastographySupport vector machineLasso (programming language)Naive Bayes classifierDiffusion MRIFeature selectionConsistency (knowledge bases)RadiologyUltrasoundEffective diffusion coefficientMachine learningPattern recognition (psychology)Computer scienceWorld Wide WebInternal medicineMeningioma and schwannoma managementUltrasound Imaging and ElastographyBone Tumor Diagnosis and Treatments