Fully automatic cardiac four chamber and great vessel segmentation on CT pulmonary angiography using deep learning

IntroductionComputed tomography pulmonary angiography (CTPA) is an essential test in the work-up of suspected pulmonary vascular disease including pulmonary hypertension and pulmonary embolism. Cardiac and great vessel assessments on CTPA are based on visual assessment and manual measurements which...

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Publicado no:Frontiers in Cardiovascular Medicine
Main Authors: Michael J. Sharkey, Jonathan C. Taylor, Samer Alabed, Krit Dwivedi, Kavitasagary Karunasaagarar, Christopher S. Johns, Smitha Rajaram, Pankaj Garg, Dheyaa Alkhanfar, Peter Metherall, Declan P. O'Regan, Rob J. van der Geest, Robin Condliffe, David G. Kiely, Michail Mamalakis, Andrew J. Swift
Formato: Artigo
Publicado em: Frontiers Media S.A. 2022-09-01
Assuntos:
Deep-learning (DL)
Semantic segmentation and labelling
Computed tomography pulmonary angiography (CTPA)
Whole heart segmentation
Pulmonary vascular disease (PVD)
Acesso em linha:https://www.frontiersin.org/articles/10.3389/fcvm.2022.983859/full
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https://www.frontiersin.org/articles/10.3389/fcvm.2022.983859/full

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