Breast ultrasound tumor image classification using image decomposition and fusion based on adaptive multi-model spatial feature fusion.

Zhuang, Zhemin; Yang, Zengbiao; Raj, Alex Noel Joseph; Wei, Chuliang; Jin, Pengcheng; Zhuang, Shuxin

Zhuang, Zhemin; Yang, Zengbiao; Raj, Alex Noel Joseph; Wei, Chuliang; Jin, Pengcheng; Zhuang, Shuxin.

Afiliação

Zhuang Z; Department of Electronic Engineering, Shantou University, Shantou, Guangdong, China.
Yang Z; Department of Electronic Engineering, Shantou University, Shantou, Guangdong, China.
Raj ANJ; Department of Electronic Engineering, Shantou University, Shantou, Guangdong, China.
Wei C; Department of Electronic Engineering, Shantou University, Shantou, Guangdong, China.
Jin P; Department of Electronic Engineering, Shantou University, Shantou, Guangdong, China.
Zhuang S; Department of Electronic Engineering, Shantou University, Shantou, Guangdong, China. Electronic address: sxzhuang@stu.edu.cn.

Comput Methods Programs Biomed ; 208: 106221, 2021 Sep.

Article em En | MEDLINE | ID: mdl-34144251

Assuntos

Neoplasias da Mama; Ultrassonografia Mamária; Algoritmos; Neoplasias da Mama/diagnóstico por imagem; Diagnóstico por Computador; Feminino; Humanos; Ultrassonografia

Palavras-chave

Adaptive spatial feature fusion; Breast ultrasound tumor image classification; Deep learning; Image decomposition; Image fusion

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Neoplasias da Mama / Ultrassonografia Mamária Tipo de estudo: Diagnostic_studies / Prognostic_studies Limite: Female / Humans Idioma: En Revista: Comput Methods Programs Biomed Assunto da revista: INFORMATICA MEDICA Ano de publicação: 2021 Tipo de documento: Article País de afiliação: China

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