Automatic Classification of Hepatic Cystic Echinococcosis Using Ultrasound Images and Deep Learning.

Wu, Miao; Yan, Chuanbo; Wang, Xiaorong; Liu, Qian; Liu, Zhihua; Song, Tao

Wu, Miao; Yan, Chuanbo; Wang, Xiaorong; Liu, Qian; Liu, Zhihua; Song, Tao.

Afiliação

Wu M; College of Biomedical Engineering and Instrumental Science, Zhejiang University, Hang Zhou, China.
Yan C; College of Medical Engineering and Technology, Xinjiang Medical University, Urumqi, China.
Wang X; College of Medical Engineering and Technology, Xinjiang Medical University, Urumqi, China.
Liu Q; Ultrasonography Department, First Affiliated Hospital of Xinjiang Medical University, Urumqi, China.
Liu Z; Basic Medical College, Xinjiang Medical University, Urumqi, China.
Song T; College of Medical Engineering and Technology, Xinjiang Medical University, Urumqi, China.

J Ultrasound Med ; 41(1): 163-174, 2022 Jan.

Article em En | MEDLINE | ID: mdl-33710638

Assuntos

Aprendizado Profundo; Equinococose Hepática; Diagnóstico por Computador; Equinococose Hepática/diagnóstico por imagem; Humanos; Redes Neurais de Computação; Ultrassonografia

Palavras-chave

automatic classification; deep learning; hepatic cystic echinococcosis; pretrained weights; scratch; ultrasound images

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Equinococose Hepática / Aprendizado Profundo Tipo de estudo: Diagnostic_studies Limite: Humans Idioma: En Ano de publicação: 2022 Tipo de documento: Article

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