A Persistent Homology-Based Topological Loss Function for Multi-class CNN Segmentation of Cardiac MRI. | Stat Atlases Comput Models Heart;2020: 3-13, 2020. | MEDLINE

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A Persistent Homology-Based Topological Loss Function for Multi-class CNN Segmentation of Cardiac MRI.

Byrne, Nick; Clough, James R; Montana, Giovanni; King, Andrew P.

Afiliação

Byrne N; Medical Physics, Guy's and St. Thomas' NHS Foundation Trust, London, UK.
Clough JR; School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK.
Montana G; School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK.
King AP; Warwick Manufacturing Group, University of Warwick, Coventry, UK.

Stat Atlases Comput Models Heart ; 2020: 3-13, 2020.

Article em En | MEDLINE | ID: mdl-34109327

Palavras-chave

CNN; Image segmentation; MRI; Topology

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Texto completo: 1 Base de dados: MEDLINE Idioma: En Revista: Stat Atlases Comput Models Heart Ano de publicação: 2020 Tipo de documento: Article País de afiliação: Reino Unido

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Texto completo: 1 Base de dados: MEDLINE Idioma: En Revista: Stat Atlases Comput Models Heart Ano de publicação: 2020 Tipo de documento: Article País de afiliação: Reino Unido