Modified GAN Augmentation Algorithms for the MRI-Classification of Myocardial Scar Tissue in Ischemic Cardiomyopathy

Contrast-enhanced cardiac magnetic resonance imaging (MRI) is routinely used to determine myocardial scar burden and make therapeutic decisions for coronary revascularization. Currently, there are no optimized deep-learning algorithms for the automated classification of scarred vs. normal myocardium...

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Detalles Bibliográficos
Autores principales: Sharma, Umesh C., Zhao, Kanhao, Mentkowski, Kyle, Sonkawade, Swati D., Karthikeyan, Badri, Lang, Jennifer K., Ying, Leslie
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/PMC8473636/
https://www.ncbi.nlm.nih.gov/pubmed/34589528
http://dx.doi.org/10.3389/fcvm.2021.726943

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8473636/
https://www.ncbi.nlm.nih.gov/pubmed/34589528
http://dx.doi.org/10.3389/fcvm.2021.726943

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