Automatic Time-Resolved Cardiovascular Segmentation of 4D Flow MRI Using Deep Learning.

Bustamante, Mariana; Viola, Federica; Engvall, Jan; Carlhäll, Carl-Johan; Ebbers, Tino

Bustamante, Mariana; Viola, Federica; Engvall, Jan; Carlhäll, Carl-Johan; Ebbers, Tino.

Afiliação

Bustamante M; Division of Diagnostics and Specialist Medicine, Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden.
Viola F; Center for Medical Image Science and Visualization (CMIV), Linköping University, Linköping, Sweden.
Engvall J; Division of Diagnostics and Specialist Medicine, Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden.
Carlhäll CJ; Division of Diagnostics and Specialist Medicine, Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden.
Ebbers T; Department of Clinical Physiology in Linköping, Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden.

J Magn Reson Imaging ; 57(1): 191-203, 2023 01.

Article em En | MEDLINE | ID: mdl-35506525

Assuntos

Fibrilação Atrial; Aprendizado Profundo; Humanos; Estudos Retrospectivos; Imageamento por Ressonância Magnética/métodos; Coração/diagnóstico por imagem

Palavras-chave

4D flow MRI; cardiovascular MRI; convolutional neural networks; deep learning; segmentation

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Fibrilação Atrial / Aprendizado Profundo Limite: Humans Idioma: En Ano de publicação: 2023 Tipo de documento: Article

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