Rapid and precise detection of cancers via label-free SERS and deep learning.

Xiong, Chang-Chun; Zhu, Shan-Shan; Yan, Deng-Hui; Yao, Yu-Dong; Zhang, Zhe; Zhang, Guo-Jun; Chen, Shuo

Xiong, Chang-Chun; Zhu, Shan-Shan; Yan, Deng-Hui; Yao, Yu-Dong; Zhang, Zhe; Zhang, Guo-Jun; Chen, Shuo.

Afiliação

Xiong CC; Research Institute of Medical and Biological Engineering, Ningbo University, Ningbo, 315211, China.
Zhu SS; Faculty of Electrical Engineering and Computer Science, Ningbo University, Ningbo, 315211, China.
Yan DH; Research Institute of Medical and Biological Engineering, Ningbo University, Ningbo, 315211, China. zhushanshan@nbu.edu.cn.
Yao YD; Health Science Center, Ningbo University, Ningbo, 315211, China. zhushanshan@nbu.edu.cn.
Zhang Z; Research Institute of Medical and Biological Engineering, Ningbo University, Ningbo, 315211, China.
Zhang GJ; Faculty of Electrical Engineering and Computer Science, Ningbo University, Ningbo, 315211, China.
Chen S; Research Institute of Medical and Biological Engineering, Ningbo University, Ningbo, 315211, China.

Anal Bioanal Chem ; 415(17): 3449-3462, 2023 Jul.

Article em En | MEDLINE | ID: mdl-37195443

Assuntos

Neoplasias das Glândulas Suprarrenais; Aprendizado Profundo; Neoplasias da Bexiga Urinária; Humanos; Proteômica; Neoplasias da Bexiga Urinária/diagnóstico; Biomarcadores Tumorais; Análise Espectral Raman

Palavras-chave

Cancer detection; Deep learning; Gradient-weighted class activation mapping (Grad-CAM); Surface-enhanced Raman scattering (SERS)

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Texto completo: 1 Coleções: 01-internacional Contexto em Saúde: 6_ODS3_enfermedades_notrasmisibles Base de dados: MEDLINE Assunto principal: Neoplasias da Bexiga Urinária / Neoplasias das Glândulas Suprarrenais / Aprendizado Profundo Tipo de estudo: Diagnostic_studies / Prognostic_studies Limite: Humans Idioma: En Revista: Anal Bioanal Chem Ano de publicação: 2023 Tipo de documento: Article

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