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Explainable COVID-19 Detection Using Chest CT Scans and Deep Learning

This paper explores how well deep learning models trained on chest CT images can diagnose COVID-19 infected people in a fast and automated process. To this end, we adopted advanced deep network architectures and proposed a transfer learning strategy using custom-sized input tailored for each deep ar...

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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Alshazly, Hammam, Linse, Christoph, Barth, Erhardt, Martinetz, Thomas
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7828058/
https://ncbi.nlm.nih.gov/pubmed/33440674
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s21020455
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