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Unveiling COVID-19 from CHEST X-Ray with Deep Learning: A Hurdles Race with Small Data

The possibility to use widespread and simple chest X-ray (CXR) imaging for early screening of COVID-19 patients is attracting much interest from both the clinical and the AI community. In this study we provide insights and also raise warnings on what is reasonable to expect by applying deep learning...

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Detalles Bibliográficos
Autores principales: Tartaglione, Enzo, Barbano, Carlo Alberto, Berzovini, Claudio, Calandri, Marco, Grangetto, Marco
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7557723/
https://www.ncbi.nlm.nih.gov/pubmed/32971995
http://dx.doi.org/10.3390/ijerph17186933