Multi-objective automatic analysis of lung ultrasound data from COVID-19 patients by means of deep learning and decision trees
Leonardo Lucio Custode, Federico Mento, Francesco Tursi, Andrea Smargiassi, Riccardo Inchingolo, Tiziano Perrone, Libertario Demi, Giovanni Iacca
Topics & Concepts
Computer scienceSoftware portabilityDecision treeFeature (linguistics)Artificial intelligenceCoronavirus disease 2019 (COVID-19)Benchmark (surveying)Machine learningDeep neural networksFrame (networking)Artificial neural networkTree (set theory)Data miningPattern recognition (psychology)MedicinePathologyMathematical analysisPhilosophyMathematicsGeographyLinguisticsGeodesyProgramming languageDiseaseTelecommunicationsInfectious disease (medical specialty)Ultrasound in Clinical ApplicationsPhonocardiography and Auscultation TechniquesRadiology practices and education