Automatic detection of oral cancer in smartphone-based images using deep learning for early diagnosis.

Lin, Huiping; Chen, Hanshen; Weng, Luxi; Shao, Jiaqi; Lin, Jun

Lin, Huiping; Chen, Hanshen; Weng, Luxi; Shao, Jiaqi; Lin, Jun.

Afiliação

Lin H; Zhejiang University School of Medicine, First Affiliated Hospital, Department of Stomatology, Hangzh, China.
Chen H; Zhejiang Institute of Communications, College of Intelligent Transportation, Hangzhou, China.
Weng L; Zhejiang University School of Medicine, First Affiliated Hospital, Department of Stomatology, Hangzh, China.
Shao J; Zhejiang University School of Medicine, First Affiliated Hospital, Department of Stomatology, Hangzh, China.
Lin J; Zhejiang University School of Medicine, First Affiliated Hospital, Department of Stomatology, Hangzh, China.

J Biomed Opt ; 26(8)2021 08.

Article em En | MEDLINE | ID: mdl-34453419

Assuntos

Aprendizado Profundo; Neoplasias Bucais; Detecção Precoce de Câncer; Humanos; Neoplasias Bucais/diagnóstico por imagem; Estudos Retrospectivos; Smartphone

Palavras-chave

deep learning; image collection; oral cancer diagnosis; oral potentially malignant disorders; smartphone-based imaging

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Texto completo: 1 Coleções: 01-internacional Contexto em Saúde: 2_ODS3 Base de dados: MEDLINE Assunto principal: Neoplasias Bucais / Aprendizado Profundo Tipo de estudo: Diagnostic_studies / Observational_studies / Screening_studies Limite: Humans Idioma: En Revista: J Biomed Opt Ano de publicação: 2021 Tipo de documento: Article

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