PneuNet: deep learning for COVID-19 pneumonia diagnosis on chest X-ray image analysis using Vision Transformer.

Wang, Tianmu; Nie, Zhenguo; Wang, Ruijing; Xu, Qingfeng; Huang, Hongshi; Xu, Handing; Xie, Fugui; Liu, Xin-Jun

Wang, Tianmu; Nie, Zhenguo; Wang, Ruijing; Xu, Qingfeng; Huang, Hongshi; Xu, Handing; Xie, Fugui; Liu, Xin-Jun.

Afiliación

Wang T; Department of Mechanical Engineering, Tsinghua University, Beijing, 100084, China.
Nie Z; State Key Laboratory of Tribology in Advanced Equipment, Tsinghua University, Beijing, 100084, China.
Wang R; Beijing Key Lab of Precision/Ultra-precision Manufacturing Equipments and Control, Tsinghua University, Beijing, 100084, China.
Xu Q; Department of Mechanical Engineering, Tsinghua University, Beijing, 100084, China. zhenguonie@tsinghua.edu.cn.
Huang H; State Key Laboratory of Tribology in Advanced Equipment, Tsinghua University, Beijing, 100084, China. zhenguonie@tsinghua.edu.cn.
Xu H; Beijing Key Lab of Precision/Ultra-precision Manufacturing Equipments and Control, Tsinghua University, Beijing, 100084, China. zhenguonie@tsinghua.edu.cn.
Xie F; School of System & Enterprises, Stevens Institute of Technology, Hoboken, NJ, 07030, USA.
Liu XJ; Department of Mechanical Engineering, Tsinghua University, Beijing, 100084, China.

Med Biol Eng Comput ; 61(6): 1395-1408, 2023 Jun.

Article en En | MEDLINE | ID: mdl-36719562

Asunto(s)

COVID-19; Aprendizaje Profundo; Neumonía; Humanos; COVID-19/diagnóstico por imagen; Rayos X; SARS-CoV-2; Algoritmos; Neumonía/diagnóstico por imagen; Prueba de COVID-19

Palabras clave

COVID-19; Deep learning; Multi-head attention; Pneumonia diagnosis; Vision Transformer

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Neumonía / Aprendizaje Profundo / COVID-19 Tipo de estudio: Diagnostic_studies Límite: Humans Idioma: En Revista: Med Biol Eng Comput Año: 2023 Tipo del documento: Article País de afiliación: China Pais de publicación: Estados Unidos

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