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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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: 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: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2021
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7952400/
https://ncbi.nlm.nih.gov/pubmed/33707527
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-021-84935-x
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