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http://hdl.handle.net/2183/29462 Computational Radiological Screening of Patients with COVID-19 Using Chest X-ray Images from Portable Devices
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Vidal, Plácido
Cruz, Nilfa Milena
Abelairas López, Laura
Castro López, Eva
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de Moura, J.; Ramos, L.; Vidal, P.L.; Cruz, M.; Abelairas, L.; Castro, E.; Novo, J.; Ortega, M. Computational Radiological Screening of Patients with COVID-19 Using Chest X-ray Images from Portable Devices. Eng. Proc. 2021, 7, 1. https://doi.org/10.3390/engproc2021007001
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Abstract
[Abstract] This work presents a fully automatic system for the screening of chest X-ray images from portable devices under the analysis of three different clinical categories: normal, pathological cases of pulmonary diseases with findings similar to those of COVID-19, and COVID-19 cases. Our methodology was validated using a dataset retrieved specifically for this study, which was provided by the Radiology Service of the Complexo Hospitalario Universitario A Coruña (CHUAC). Despite the poor quality conditions of chest X-ray images acquired by portable devices, satisfactory results were obtained, demonstrating the robustness and great potential of the proposed system to help front-line clinicians in the diagnosis and treatment of patients with COVID-19.
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Presented at the 4th XoveTIC Conference, A Coruña, Spain, 7–8 October 2021.
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Atribución 4.0 Internacional
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Except where otherwise noted, this item's license is described as Atribución 4.0 Internacional