A deep learning-based diagnostic pattern for ultrasound breast imaging: can it reduce unnecessary biopsy?

Zhu, Yi-Cheng; Sheng, Jian-Guo; Deng, Shu-Hao; Jiang, Quan; Guo, Jia

Zhu, Yi-Cheng; Sheng, Jian-Guo; Deng, Shu-Hao; Jiang, Quan; Guo, Jia.

Afiliação

Zhu YC; Department of Ultrasound, Pudong New Area People's Hospital affiliated to Shanghai University of Medicine and Health Sciences, Shanghai, China.
Sheng JG; Department of Ultrasound, Shuguang Hospital Affiliated to Shanghai University of Chinese Traditional Medicine, Shanghai, China.
Deng SH; Department of Ultrasound, Pudong New Area People's Hospital affiliated to Shanghai University of Medicine and Health Sciences, Shanghai, China.
Jiang Q; Department of Ultrasound, Pudong New Area People's Hospital affiliated to Shanghai University of Medicine and Health Sciences, Shanghai, China.
Guo J; Department of Ultrasound, Shuguang Hospital Affiliated to Shanghai University of Chinese Traditional Medicine, Shanghai, China.

Gland Surg ; 11(9): 1529-1537, 2022 Sep.

Article em En | MEDLINE | ID: mdl-36221270

Palavras-chave

Deep learning; VGG-16; VGG-19; breast cancer; ultrasonography

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Texto completo: 1 Bases de dados: MEDLINE Tipo de estudo: Diagnostic_studies / Prognostic_studies Idioma: En Revista: Gland Surg Ano de publicação: 2022 Tipo de documento: Article País de afiliação: China

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