Physics-informed neural networks to learn cardiac fiber orientation from multiple electroanatomical maps-Reference-Cited by-同舟云学术

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Physics-informed neural networks to learn cardiac fiber orientation from multiple electroanatomical maps

Published:2022-07-21 Issue:5 Volume:38 Page:3957-3973
ISSN:0177-0667
Container-title:Engineering with Computers
language:en
Short-container-title:Engineering with Computers

Author:

Ruiz Herrera Carlos,Grandits Thomas,Plank Gernot,Perdikaris Paris,Sahli Costabal Francisco^ORCID,Pezzuto Simone

Funder

Agencia Nacional de Investigación y Desarrollo

Leading House for Latin American Region

Publisher

Springer Science and Business Media LLC

Subject

Computer Science Applications,General Engineering,Modeling and Simulation,Software

Link

https://link.springer.com/content/pdf/10.1007/s00366-022-01709-3.pdf

Reference53 articles.

1. ...Corral-Acero J, Margara F, Marciniak M, Rodero C, Loncaric F, Feng Y, Gilbert A, Fernandes JF, Bukhari HA, Wajdan A, Martinez MV, Santos MS, Shamohammdi M, Luo H, Westphal P, Leeson P, DiAchille P, Gurev V, Mayr M, Geris L, Pathmanathan P, Morrison T, Cornelussen R, Prinzen F, Delhaas T, Doltra A, Sitges M, Vigmond EJ, Zacur E, Grau V, Rodriguez B, Remme EW, Niederer S, Mortier P, McLeod K, Potse M, Pueyo E, Bueno-Orovio A, Lamata P (2020) The ‘Digital Twin’ to enable the vision of precision cardiology. Eur Heart J 41(48):4556–4564. https://doi.org/10.1093/eurheartj/ehaa159

2. Peirlinck M, Costabal FS, Yao J, Guccione J, Tripathy S, Wang Y, Ozturk D, Segars P, Morrison T, Levine S et al (2021) Precision medicine in human heart modeling. Biomech Model Mechanobiol 1–29

3. O’Sullivan F (1986) A statistical perspective on ill-posed inverse problems. Stat Sci 502–518

4. Ho S, Sanchez-Quintana D (2009) The importance of atrial structure and fibers. Clin Anat Off J Am Assoc Clin Anat Br Assoc Clin Anat 22(1):52–63

5. Clerc L (1976) Directional differences of impulse spread in trabecular muscle from mammalian heart. J Physiol 255(2):335–346

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