CINENet: deep learning-based 3D cardiac CINE MRI reconstruction with multi-coil complex-valued 4D spatio-temporal convolutions

Cardiac CINE magnetic resonance imaging is the gold-standard for the assessment of cardiac function. Imaging accelerations have shown to enable 3D CINE with left ventricular (LV) coverage in a single breath-hold. However, 3D imaging remains limited to anisotropic resolution and long reconstruction t...

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Détails bibliographiques
Publié dans:Sci Rep
Auteurs principaux: Küstner, Thomas, Fuin, Niccolo, Hammernik, Kerstin, Bustin, Aurelien, Qi, Haikun, Hajhosseiny, Reza, Masci, Pier Giorgio, Neji, Radhouene, Rueckert, Daniel, Botnar, René M., Prieto, Claudia
Format: Artigo
Langue:Inglês
Publié: Nature Publishing Group UK 2020
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Article
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC7426830/
https://ncbi.nlm.nih.gov/pubmed/32792507
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-70551-8
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