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

Abstract 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 use...

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Hlavní autoři:	Orod Razeghi, Mattias Heinrich, Thomas E. Fastl, Cesare Corrado, Rashed Karim, Adelaide De Vecchi, Tom Banks, Patrick Donnelly, Jonathan M. Behar, Justin Gould, Ronak Rajani, Christopher A. Rinaldi, Steven Niederer
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Nature Portfolio 2021-03-01
Edice:	Scientific Reports
On-line přístup:	https://doi.org/10.1038/s41598-021-84935-x
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