Deep learning and lung ultrasound for Covid-19 pneumonia detection and severity classification
Marco La Salvia, Gianmarco Secco, Emanuele Torti, Giordana Florimbi, Luca Guido, Paolo Lago, Francesco Salinaro, Stefano Perlini, Francesco Leporati
Topics & Concepts
MedicineHyperparameterConvolutional neural networkDeep learningTransfer of learningArtificial intelligencePneumoniaRadiologyRanking (information retrieval)UltrasoundMachine learningComputer scienceCoronavirus disease 2019 (COVID-19)PathologyInternal medicineDiseaseInfectious disease (medical specialty)COVID-19 diagnosis using AIUltrasound in Clinical ApplicationsRadiology practices and education