Diagnostic classification of coronavirus disease 2019 (COVID-19) and other pneumonias using radiomics features in CT chest images

Abstract We propose a classification method using the radiomics features of CT chest images to identify patients with coronavirus disease 2019 (COVID-19) and other pneumonias. The chest CT images of two groups of participants (90 COVID-19 patients who were confirmed as positive by nucleic acid test...

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Bibliographic Details
Main Authors: Ning Yang, Faming Liu, Chunlong Li, Wenqing Xiao, Shuangcong Xie, Shuyi Yuan, Wei Zuo, Xiaofen Ma, Guihua Jiang
Format: Article
Language:English
Published: Nature Portfolio 2021-09-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-97497-9