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Cardiac motion estimation from medical images: a regularisation framework applied on pairwise image registration displacement fields

Accurate cardiac motion estimation from medical images such as ultrasound is important for clinical evaluation. We present a novel regularisation layer for cardiac motion estimation that will be applied after image registration and demonstrate its effectiveness. The regularisation utilises a spatio-...

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Detalles Bibliográficos
Autores principales: Wiputra, Hadi, Chan, Wei Xuan, Foo, Yoke Yin, Ho, Sheldon, Yap, Choon Hwai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7595231/
https://www.ncbi.nlm.nih.gov/pubmed/33116206
http://dx.doi.org/10.1038/s41598-020-75525-4