Wavelet transformation can enhance computed tomography texture features: a multicenter radiomics study for grade assessment of COVID-19 pulmonary lesions.

Jiang, Zekun; Yin, Jin; Han, Peilun; Chen, Nan; Kang, Qingbo; Qiu, Yue; Li, Yiyue; Lao, Qicheng; Sun, Miao; Yang, Dan; Huang, Shan; Qiu, Jiajun; Li, Kang

Jiang, Zekun; Yin, Jin; Han, Peilun; Chen, Nan; Kang, Qingbo; Qiu, Yue; Li, Yiyue; Lao, Qicheng; Sun, Miao; Yang, Dan; Huang, Shan; Qiu, Jiajun; Li, Kang.

Afiliação

Jiang Z; West China Biomedical Big Data Center, West China Hospital, Sichuan University, Chengdu, China.
Yin J; Med-X Center for Informatics, Sichuan University, Chengdu, China.
Han P; West China Hospital-Sense Time Joint Laboratory, Chengdu, China.
Chen N; West China Biomedical Big Data Center, West China Hospital, Sichuan University, Chengdu, China.
Kang Q; West China Biomedical Big Data Center, West China Hospital, Sichuan University, Chengdu, China.
Qiu Y; Med-X Center for Informatics, Sichuan University, Chengdu, China.
Li Y; West China Hospital-Sense Time Joint Laboratory, Chengdu, China.
Lao Q; Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, China.
Sun M; West China Biomedical Big Data Center, West China Hospital, Sichuan University, Chengdu, China.
Yang D; Med-X Center for Informatics, Sichuan University, Chengdu, China.
Huang S; West China Hospital-Sense Time Joint Laboratory, Chengdu, China.
Qiu J; West China Biomedical Big Data Center, West China Hospital, Sichuan University, Chengdu, China.
Li K; Med-X Center for Informatics, Sichuan University, Chengdu, China.

Quant Imaging Med Surg ; 12(10): 4758-4770, 2022 Oct.

Article em En | MEDLINE | ID: mdl-36185061

Palavras-chave

COVID-19; computed tomography (CT); machine learning; quantitative image analysis; radiomics

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Clinical_trials / Observational_studies / Prognostic_studies Idioma: En Ano de publicação: 2022 Tipo de documento: Article

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