Development and validation of chest CT-based imaging biomarkers for early stage COVID-19 screening.

Liu, Xiao-Ping; Yang, Xu; Xiong, Miao; Mao, Xuanyu; Jin, Xiaoqing; Li, Zhiqiang; Zhou, Shuang; Chang, Hang

Liu, Xiao-Ping; Yang, Xu; Xiong, Miao; Mao, Xuanyu; Jin, Xiaoqing; Li, Zhiqiang; Zhou, Shuang; Chang, Hang.

Afiliación

Liu XP; Department of Pathology, Zhongnan Hospital of Wuhan University, Wuhan, China.
Yang X; Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, China.
Xiong M; Key Laboratory of Modern Toxicology of Ministry of Education, School of Public Health, Nanjing Medical University, Nanjing, China.
Mao X; Department of Radiology, Wuhan Third Hospital, Tongren Hospital of Wuhan University, Wuhan, China.
Jin X; Department of Emergency, Zhongnan Hospital of Wuhan University, Wuhan, China.
Li Z; Department of Emergency, Zhongnan Hospital of Wuhan University, Wuhan, China.
Zhou S; Department of Neurosurgery, Zhongnan Hospital of Wuhan University, Wuhan, China.
Chang H; Hubei Province Hospital of Traditional Chinese Medicine, Affiliated Hospital of Hubei University of Traditional Chinese Medicine, Hubei Institute of Traditional Chinese Medicine, Wuhan, China.

Front Public Health ; 10: 1004117, 2022.

Article en En | MEDLINE | ID: mdl-36211676

Asunto(s)

COVID-19; Aprendizaje Profundo; Biomarcadores; Humanos; SARS-CoV-2; Tomografía Computarizada por Rayos X/métodos

Palabras clave

Coronavirus Disease 2019 (COVID-19); artificial intelligence; biomedical imaging application; chest CT image; imaging biomarker; multicentric retrospective study

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Aprendizaje Profundo / COVID-19 Tipo de estudio: Diagnostic_studies / Prognostic_studies / Screening_studies Límite: Humans Idioma: En Revista: Front Public Health Año: 2022 Tipo del documento: Article País de afiliación: China Pais de publicación: Suiza

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