DeepStrain: A Deep Learning Workflow for the Automated Characterization of Cardiac Mechanics

Myocardial strain analysis from cinematic magnetic resonance imaging (cine-MRI) data provides a more thorough characterization of cardiac mechanics than volumetric parameters such as left-ventricular ejection fraction, but sources of variation including segmentation and motion estimation have limite...

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Detalles Bibliográficos
Autores principales: Morales, Manuel A., van den Boomen, Maaike, Nguyen, Christopher, Kalpathy-Cramer, Jayashree, Rosen, Bruce R., Stultz, Collin M., Izquierdo-Garcia, David, Catana, Ciprian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Cardiovascular Medicine
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8446607/
https://www.ncbi.nlm.nih.gov/pubmed/34540923
http://dx.doi.org/10.3389/fcvm.2021.730316

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8446607/
https://www.ncbi.nlm.nih.gov/pubmed/34540923
http://dx.doi.org/10.3389/fcvm.2021.730316

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