Machine learning for coronavirus covid-19 detection from chest x-rays.
Procedia Comput Sci
; 176: 2212-2221, 2020.
Artículo
en Inglés
| MEDLINE | ID: covidwho-843271
ABSTRACT
At the end of 2019, a new form of Coronavirus, called COVID-19, has widely spread in the world. To quickly screen patients with the aim to detect this new form of pulmonary disease, in this paper we propose a method aimed to automatically detect the COVID-19 disease by analysing medical images. We exploit supervised machine learning techniques building a model considering a data-set freely available for research purposes of 85 chest X-rays. The experiment shows the effectiveness of the proposed method in the discrimination between the COVID-19 disease and other pulmonary diseases.
Texto completo:
Disponible
Colección:
Bases de datos internacionales
Base de datos:
MEDLINE
Idioma:
Inglés
Revista:
Procedia Comput Sci
Año:
2020
Tipo del documento:
Artículo
País de afiliación:
J.procs.2020.09.258
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