Discrimination of pulmonary ground-glass opacity changes in COVID‐19 and non-COVID-19 patients using CT radiomics analysis | Zendy

Chenyi Xie | Zendy; MingYen Ng | Zendy; Jie Ding | Zendy; Siu Ting Leung | Zendy; Christine Lo | Zendy; Ho Yuen Frank Wong | Zendy; Varut Vardhanabhuti | Zendy

Open Access

Discrimination of pulmonary ground-glass opacity changes in COVID‐19 and non-COVID-19 patients using CT radiomics analysis

Author(s) -

Chenyi Xie,

MingYen Ng,

Jie Ding,

Siu Ting Leung,

Christine Lo,

Ho Yuen Frank Wong,

Varut Vardhanabhuti

Publication year - 2020

Publication title -

european journal of radiology open

Language(s) - English

Resource type - Journals

SCImago Journal Rank - 0.49

H-Index - 15

ISSN - 2352-0477

DOI - 10.1016/j.ejro.2020.100271

Subject(s) - medicine , covid-19 , radiomics , receiver operating characteristic , radiology , pneumonia , ground glass opacity , area under the curve , retrospective cohort study , population , nuclear medicine , disease , cancer , infectious disease (medical specialty) , adenocarcinoma , environmental health

We developed a noninvasive radiomics model based on CT imaging for the diagnosis of COVID-19 based on GGO lesions, which could be a promising supplementary tool for improving specificity for COVID-19 in a population confounded by ground glass opacity changes from other etiologies.

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