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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Veröffentlicht in:	Journal of X-ray science and technology Jg. 29; H. 2; S. 229
Hauptverfasser:	Rezaeijo, Seyed Masoud, Abedi-Firouzjah, Razzagh, Ghorvei, Mohammadreza, Sarnameh, Samad
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Netherlands 01.01.2021
Schlagworte:	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
Online-Zugang:	Weitere Angaben
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