Prediction of Left Ventricular Mechanics Using Machine Learning

The goal of this paper was to provide a real-time left ventricular (LV) mechanics simulator using machine learning (ML). Finite element (FE) simulations were conducted for the LV with different material properties to obtain a training set. A hyperelastic fiber-reinforced material model was used to d...

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Detaylı Bibliyografya
Yayımlandı:Front Phys
Asıl Yazarlar: Dabiri, Yaghoub, Van der Velden, Alex, Sack, Kevin L., Choy, Jenny S., Kassab, Ghassan S., Guccione, Julius M.
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: 2019
Konular:
Article
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC6941671/
https://ncbi.nlm.nih.gov/pubmed/31903394
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fphy.2019.00117
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