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DeepStrain Evidence of Asymptomatic Left Ventricular Diastolic and Systolic Dysfunction in Young Adults With Cardiac Risk Factors

PURPOSE: To evaluate if a fully-automatic deep learning method for myocardial strain analysis based on magnetic resonance imaging (MRI) cine images can detect asymptomatic dysfunction in young adults with cardiac risk factors. METHODS: An automated workflow termed DeepStrain was implemented using tw...

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Detalles Bibliográficos
Autores principales: Morales, Manuel A., Snel, Gert J. H., van den Boomen, Maaike, Borra, Ronald J. H., van Deursen, Vincent M., Slart, Riemer H. J. A., Izquierdo-Garcia, David, Prakken, Niek H. J., Catana, Ciprian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9035693/
https://www.ncbi.nlm.nih.gov/pubmed/35479280
http://dx.doi.org/10.3389/fcvm.2022.831080