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Weakly-Supervised Network for Detection of COVID-19 in Chest CT Scans

Deep Learning-based chest Computed Tomography (CT) analysis has been proven to be effective and efficient for COVID-19 diagnosis. Existing deep learning approaches heavily rely on large labeled data sets, which are difficult to acquire in this pandemic situation. Therefore, weakly-supervised approac...

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Detalles Bibliográficos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: IEEE 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8545309/
https://www.ncbi.nlm.nih.gov/pubmed/34812352
http://dx.doi.org/10.1109/ACCESS.2020.3018498