Artificial Intelligence Applied to Chest X-ray for Differential Diagnosis of COVID-19 Pneumonia

We assessed the role of artificial intelligence applied to chest X-rays (CXRs) in supporting the diagnosis of COVID-19. We trained and cross-validated a model with an ensemble of 10 convolutional neural networks with CXRs of 98 COVID-19 patients, 88 community-acquired pneumonia (CAP) patients, and 9...

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Detalhes bibliográficos
Publicado no:Diagnostics (Basel)
Main Authors: Salvatore, Christian, Interlenghi, Matteo, Monti, Caterina B., Ippolito, Davide, Capra, Davide, Cozzi, Andrea, Schiaffino, Simone, Polidori, Annalisa, Gandola, Davide, Alì, Marco, Castiglioni, Isabella, Messa, Cristina, Sardanelli, Francesco
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2021
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8000736/
https://ncbi.nlm.nih.gov/pubmed/33809625
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/diagnostics11030530
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