RSU-Net: U-net based on residual and self-attention mechanism in the segmentation of cardiac magnetic resonance images.

Li, Yuan-Zhe; Wang, Yi; Huang, Yin-Hui; Xiang, Ping; Liu, Wen-Xi; Lai, Qing-Quan; Gao, Yi-Yuan; Xu, Mao-Sheng; Guo, Yi-Fan

Li, Yuan-Zhe; Wang, Yi; Huang, Yin-Hui; Xiang, Ping; Liu, Wen-Xi; Lai, Qing-Quan; Gao, Yi-Yuan; Xu, Mao-Sheng; Guo, Yi-Fan.

Afiliação

Li YZ; Department of CT/MRI, The Second Affiliated Hospital of Fujian Medical University, Quanzhou 362000, China.
Wang Y; Department of CT/MRI, The Second Affiliated Hospital of Fujian Medical University, Quanzhou 362000, China.
Huang YH; Department of Neurology, Jinjiang Municipal Hospital, Quanzhou 362000, China.
Xiang P; Department of Radiology, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Traditional Chinese Medicine), Hangzhou 310000, China.
Liu WX; Department of CT/MRI, The Second Affiliated Hospital of Fujian Medical University, Quanzhou 362000, China.
Lai QQ; Department of CT/MRI, The Second Affiliated Hospital of Fujian Medical University, Quanzhou 362000, China.
Gao YY; Department of Radiology, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Traditional Chinese Medicine), Hangzhou 310000, China.
Xu MS; Department of Radiology, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Traditional Chinese Medicine), Hangzhou 310000, China. Electronic address: xums166@zcmu.edu.cn.
Guo YF; Department of Radiology, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Traditional Chinese Medicine), Hangzhou 310000, China. Electronic address: 20193071@zcmu.edu.cn.

Comput Methods Programs Biomed ; 231: 107437, 2023 Apr.

Article em En | MEDLINE | ID: mdl-36863157

Assuntos

Benchmarking; Coração; Humanos; Anisotropia; Entropia; Processamento de Imagem Assistida por Computador; Imageamento por Ressonância Magnética

Palavras-chave

Cardiac MRI; Deep learning; Image segmentation; Residual; Self-attention; U-net

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Benchmarking / Coração Tipo de estudo: Prognostic_studies Limite: Humans Idioma: En Revista: Comput Methods Programs Biomed Assunto da revista: INFORMATICA MEDICA Ano de publicação: 2023 Tipo de documento: Article País de afiliação: China

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google