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Ω-Net (Omega-Net): Fully automatic, multi-view cardiac MR detection, orientation, and segmentation with deep neural networks(☆)

Pixelwise segmentation of the left ventricular (LV) myocardium and the four cardiac chambers in 2-D steady state free precession (SSFP) cine sequences is an essential preprocessing step for a wide range of analyses. Variability in contrast, appearance, orientation, and placement of the heart between...

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Publicat a:Med Image Anal
Autors principals: Vigneault, Davis M., Xie, Weidi, Ho, Carolyn Y., Bluemke, David A., Noble, J. Alison
Format: Artigo
Idioma:Inglês
Publicat: 2018
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC7571050/
https://ncbi.nlm.nih.gov/pubmed/29857330
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.media.2018.05.008
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