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Deprecated: Implicit conversion from float 211.6 to int loses precision in C:\Inetpub\vhosts\kidney.de\httpdocs\pget.php on line 534 Procedia+Comput+Sci 2020 ; 176 (ä): 2212-2221 Nephropedia Template TP
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Machine learning for coronavirus covid-19 detection from chest x-rays #MMPMID33042308
Brunese L; Martinelli F; Mercaldo F; Santone A
Procedia Comput Sci 2020[]; 176 (ä): 2212-2221 PMID33042308show ga
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.