Machine learning applied on chest x-ray can aid in the diagnosis of COVID-19: a first experience from Lombardy, Italy

BACKGROUND: We aimed to train and test a deep learning classifier to support the diagnosis of coronavirus disease 2019 (COVID-19) using chest x-ray (CXR) on a cohort of subjects from two hospitals in Lombardy, Italy. METHODS: We used for training and validation an ensemble of ten convolutional neura...

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Dettagli Bibliografici
Pubblicato in:Eur Radiol Exp
Autori principali: Castiglioni, Isabella, Ippolito, Davide, Interlenghi, Matteo, Monti, Caterina Beatrice, Salvatore, Christian, Schiaffino, Simone, Polidori, Annalisa, Gandola, Davide, Messa, Cristina, Sardanelli, Francesco
Natura: Artigo
Lingua:Inglês
Pubblicazione: Springer International Publishing 2021
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Original Article
Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC7850902/
https://ncbi.nlm.nih.gov/pubmed/33527198
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s41747-020-00203-z
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