Screening of COVID-19 based on the extracted radiomics features from chest CT images

Radiomics has been widely used in quantitative analysis of medical images for disease diagnosis and prognosis assessment. The objective of this study is to test a machine-learning (ML) method based on radiomics features extracted from chest CT images for screening COVID-19 cases. The study is carrie...

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Vydáno v:	Journal of X-ray science and technology Ročník 29; číslo 2; s. 229
Hlavní autoři:	Rezaeijo, Seyed Masoud, Abedi-Firouzjah, Razzagh, Ghorvei, Mohammadreza, Sarnameh, Samad
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Netherlands 01.01.2021
Témata:	COVID-19 - diagnostic imaging Humans Lung - diagnostic imaging Machine Learning Predictive Value of Tests Reproducibility of Results ROC Curve SARS-CoV-2 Tomography, X-Ray Computed - methods COVID-19 machine-learning radiomics chest CT images
ISSN:	1095-9114, 1095-9114
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