Deep Neural Network to Accurately Predict Left Ventricular Systolic Function Under Mechanical Assistance

Characterizing left ventricle (LV) systolic function in the presence of an LV assist device (LVAD) is extremely challenging. We developed a framework comprising a deep neural network (DNN) and a 0D model of the cardiovascular system to predict parameters of LV systolic function. DNN input data were...

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Detalles Bibliográficos
Autores principales: Bonnemain, Jean, Zeller, Matthias, Pegolotti, Luca, Deparis, Simone, Liaudet, Lucas
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/PMC8576185/
https://www.ncbi.nlm.nih.gov/pubmed/34765658
http://dx.doi.org/10.3389/fcvm.2021.752088

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8576185/
https://www.ncbi.nlm.nih.gov/pubmed/34765658
http://dx.doi.org/10.3389/fcvm.2021.752088

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