Quality control-driven deep ensemble for accountable automated segmentation of cardiac magnetic resonance LGE and VNE images

BACKGROUND: Late gadolinium enhancement (LGE) cardiovascular magnetic resonance (CMR) imaging is the gold standard for non-invasive myocardial tissue characterisation. However, accurate segmentation of the left ventricular (LV) myocardium remains a challenge due to limited training data and lack of...

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Detalles Bibliográficos
Autores principales: Gonzales, Ricardo A., Ibáñez, Daniel H., Hann, Evan, Popescu, Iulia A., Burrage, Matthew K., Lee, Yung P., Altun, İbrahim, Weintraub, William S., Kwong, Raymond Y., Kramer, Christopher M., Neubauer, Stefan, Ferreira, Vanessa M., Zhang, Qiang, Piechnik, Stefan K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Cardiovascular Medicine
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10518404/
https://www.ncbi.nlm.nih.gov/pubmed/37753166
http://dx.doi.org/10.3389/fcvm.2023.1213290

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10518404/
https://www.ncbi.nlm.nih.gov/pubmed/37753166
http://dx.doi.org/10.3389/fcvm.2023.1213290

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