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

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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Bibliographic Details
Main Authors: 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
Format: article
Language:EN
Published: Nature Portfolio 2021
Subjects:
Medicine
R
Science
Q
Online Access:https://doaj.org/article/679cf02eda8147b9be675fd9ac1dfbf8
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