Groupwise Non-Rigid Registration with Deep Learning: An Affordable Solution Applied to 2D Cardiac Cine MRI Reconstruction

Groupwise image (GW) registration is customarily used for subsequent processing in medical imaging. However, it is computationally expensive due to repeated calculation of transformations and gradients. In this paper, we propose a deep learning (DL) architecture that achieves GW elastic registration...

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Detalles Bibliográficos
Autores principales: Martín-González, Elena, Sevilla, Teresa, Revilla-Orodea, Ana, Casaseca-de-la-Higuera, Pablo, Alberola-López, Carlos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7517224/
https://www.ncbi.nlm.nih.gov/pubmed/33286459
http://dx.doi.org/10.3390/e22060687

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7517224/
https://www.ncbi.nlm.nih.gov/pubmed/33286459
http://dx.doi.org/10.3390/e22060687

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