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Hyperparameter optimisation and validation of registration algorithms for measuring regional ventricular deformation using retrospective gated computed tomography images

Recent dose reduction techniques have made retrospective computed tomography (CT) scans more applicable and extracting myocardial function from cardiac computed tomography (CCT) images feasible. However, hyperparameters of generic image intensity-based registration techniques, which are used for tra...

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Detalles Bibliográficos
Autores principales: Razeghi, Orod, Heinrich, Mattias, Fastl, Thomas E., Corrado, Cesare, Karim, Rashed, De Vecchi, Adelaide, Banks, Tom, Donnelly, Patrick, Behar, Jonathan M., Gould, Justin, Rajani, Ronak, Rinaldi, Christopher A., Niederer, Steven
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7952400/
https://www.ncbi.nlm.nih.gov/pubmed/33707527
http://dx.doi.org/10.1038/s41598-021-84935-x