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A 3D deep learning approach to epicardial fat segmentation in non-contrast and post-contrast cardiac CT images

Epicardial fat (ECF) is localized fat surrounding the heart muscle or myocardium and enclosed by the thin-layer pericardium membrane. Segmenting the ECF is one of the most difficult medical image segmentation tasks. Since the epicardial fat is infiltrated into the groove between cardiac chambers and...

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Detalles Bibliográficos
Autores principales: Siriapisith, Thanongchai, Kusakunniran, Worapan, Haddawy, Peter
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8670388/
https://www.ncbi.nlm.nih.gov/pubmed/34977354
http://dx.doi.org/10.7717/peerj-cs.806