Texture analysis and machine learning to predict water T2 and fat fraction from non-quantitative MRI of thigh muscles in Facioscapulohumeral muscular dystrophy
Paolo Florent Felisaz, Giulia Colelli, Elena Ballante, Francesca Solazzo, Matteo Paoletti, Giancarlo Germani, Francesco Santini, Xeni Deligianni, Niels Bergsland, Mauro Monforte, Giorgio Tasca, Enzo Ricci, Stefano Bastianello, Silvia Figini, Anna Pichiecchio
Topics & Concepts
Support vector machineMedicineRandom forestArtificial intelligenceLasso (programming language)Facioscapulohumeral muscular dystrophyTexture (cosmology)Pattern recognition (psychology)Machine learningIntramuscular fatMuscular dystrophyComputer scienceImage (mathematics)Internal medicineChemistryBiochemistryWorld Wide WebMuscle Physiology and DisordersNutrition and Health in AgingRadiomics and Machine Learning in Medical Imaging