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Learning reduced-order models for cardiovascular simulations with graph neural networks.
Comput Biol Med. 2024 Jan;168:107676. doi: 10.1016/j.compbiomed.2023.107676. Epub 2023 Nov 19.
Comput Biol Med. 2024.
PMID: 38039892
Beyond CFD: Emerging methodologies for predictive simulation in cardiovascular health and disease.
Schwarz EL, Pegolotti L, Pfaller MR, Marsden AL.
Schwarz EL, et al. Among authors: pegolotti l.
Biophys Rev (Melville). 2023 Mar;4(1):011301. doi: 10.1063/5.0109400. Epub 2023 Jan 13.
Biophys Rev (Melville). 2023.
PMID: 36686891
Free PMC article.
Review.
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Automated generation of 0D and 1D reduced-order models of patient-specific blood flow.
Pfaller MR, Pham J, Verma A, Pegolotti L, Wilson NM, Parker DW, Yang W, Marsden AL.
Pfaller MR, et al. Among authors: pegolotti l.
Int J Numer Method Biomed Eng. 2022 Oct;38(10):e3639. doi: 10.1002/cnm.3639. Epub 2022 Aug 14.
Int J Numer Method Biomed Eng. 2022.
PMID: 35875875
Free PMC article.
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Deep Neural Network to Accurately Predict Left Ventricular Systolic Function Under Mechanical Assistance.
Bonnemain J, Zeller M, Pegolotti L, Deparis S, Liaudet L.
Bonnemain J, et al. Among authors: pegolotti l.
Front Cardiovasc Med. 2021 Oct 26;8:752088. doi: 10.3389/fcvm.2021.752088. eCollection 2021.
Front Cardiovasc Med. 2021.
PMID: 34765658
Free PMC article.
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Model order reduction of flow based on a modular geometrical approximation of blood vessels.
Pegolotti L, Pfaller MR, Marsden AL, Deparis S.
Pegolotti L, et al.
Comput Methods Appl Mech Eng. 2021 Jul 1;380:113762. doi: 10.1016/j.cma.2021.113762. Epub 2021 Mar 27.
Comput Methods Appl Mech Eng. 2021.
PMID: 34176992
Free PMC article.
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Implementation and Calibration of a Deep Neural Network to Predict Parameters of Left Ventricular Systolic Function Based on Pulmonary and Systemic Arterial Pressure Signals.
Bonnemain J, Pegolotti L, Liaudet L, Deparis S.
Bonnemain J, et al. Among authors: pegolotti l.
Front Physiol. 2020 Sep 11;11:1086. doi: 10.3389/fphys.2020.01086. eCollection 2020.
Front Physiol. 2020.
PMID: 33071803
Free PMC article.
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