A Deep-Learning Based System for Rapid Genus Identification of Pathogens under Hyperspectral Microscopic Images.

Tao, Chenglong; Du, Jian; Tang, Yingxin; Wang, Junjie; Dong, Ke; Yang, Ming; Hu, Bingliang; Zhang, Zhoufeng

Tao, Chenglong; Du, Jian; Tang, Yingxin; Wang, Junjie; Dong, Ke; Yang, Ming; Hu, Bingliang; Zhang, Zhoufeng.

Afiliação

Tao C; Xi'an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi'an 710119, China.
Du J; University of Chinese Academy of Sciences, Beijing 100049, China.
Tang Y; Key Laboratory of Biomedical Spectroscopy of Xi'an, Xi'an 710119, China.
Wang J; Xi'an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi'an 710119, China.
Dong K; Key Laboratory of Biomedical Spectroscopy of Xi'an, Xi'an 710119, China.
Yang M; Independent Researcher, Changsha 410000, China.
Hu B; Xi'an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi'an 710119, China.
Zhang Z; University of Chinese Academy of Sciences, Beijing 100049, China.

Cells ; 11(14)2022 07 19.

Article em En | MEDLINE | ID: mdl-35883680

Assuntos

Aprendizado Profundo; Algoritmos; Humanos

Palavras-chave

artificial intelligence; bacteria identification; genus; hyperspectral microscopy; imaging; infectious pathogens; spectral characteristics

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Aprendizado Profundo Tipo de estudo: Diagnostic_studies / Prognostic_studies Limite: Humans Idioma: En Ano de publicação: 2022 Tipo de documento: Article

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