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Frontiers in Physiology
|
October 19, 2020
Implementation and Calibration of a Deep Neural Network to Predict Parameters of Left Ventricular Systolic Function Based on Pulmonary and Systemic Arterial Pressure Signals
Jean Bonnemain, Luca Pegolotti, Lucas Liaudet, et al.
Biophysics Reviews
|
January 23, 2023
Beyond CFD: Emerging methodologies for predictive simulation in cardiovascular health and disease
Erica L Schwarz, Luca Pegolotti, Martin R Pfaller, et al.
Computer Methods in Applied Mechanics and Engineering
|
June 28, 2021
Model order reduction of flow based on a modular geometrical approximation of blood vessels
Luca Pegolotti, Martin R Pfaller, Alison L Marsden, et al.
Frontiers in Cardiovascular Medicine
|
November 12, 2021
Deep Neural Network to Accurately Predict Left Ventricular Systolic Function Under Mechanical Assistance
Jean Bonnemain, Matthias Zeller, Luca Pegolotti, et al.
Npj Biological Physics and Mechanics
|
December 8, 2025
Deformable registration and generative modelling of aortic anatomies by auto-decoders and neural ODEs
Riccardo Tenderini, Luca Pegolotti, Fanwei Kong, et al.
Computers in Biology and Medicine
|
November 28, 2024
Hybrid physics-based and data-driven modeling of vascular bifurcation pressure differences
Natalia L Rubio, Luca Pegolotti, Martin R Pfaller, et al.
Computers in Biology and Medicine
|
December 1, 2023
Learning reduced-order models for cardiovascular simulations with graph neural networks
Luca Pegolotti, Martin R Pfaller, Natalia L Rubio, et al.
International Journal for Numerical Methods in Biomedical Engineering
|
July 25, 2022
Automated generation of 0D and 1D reduced-order models of patient-specific blood flow
Martin R Pfaller, Jonathan Pham, Aekaansh Verma, et al.
Philosophical Transactions. Series A, Mathematical, Physical, and Engineering Sciences
|
March 13, 2025
Bayesian Windkessel calibration using optimized zero-dimensional surrogate models
Jakob Richter, Jonas Nitzler, Luca Pegolotti, et al.
NPJ Digital Medicine
|
March 7, 2025
Red teaming ChatGPT in medicine to yield real-world insights on model behavior
Crystal T Chang, Hodan Farah, Haiwen Gui, et al.
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of 1
Search research articles
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Showing results (1-10 of 10) with videos related to
Sort By:
Page
of 1
Frontiers in Physiology
|
October 19, 2020
Implementation and Calibration of a Deep Neural Network to Predict Parameters of Left Ventricular Systolic Function Based on Pulmonary and Systemic Arterial Pressure Signals
Jean Bonnemain, Luca Pegolotti, Lucas Liaudet, et al.
Biophysics Reviews
|
January 23, 2023
Beyond CFD: Emerging methodologies for predictive simulation in cardiovascular health and disease
Erica L Schwarz, Luca Pegolotti, Martin R Pfaller, et al.
Computer Methods in Applied Mechanics and Engineering
|
June 28, 2021
Model order reduction of flow based on a modular geometrical approximation of blood vessels
Luca Pegolotti, Martin R Pfaller, Alison L Marsden, et al.
Frontiers in Cardiovascular Medicine
|
November 12, 2021
Deep Neural Network to Accurately Predict Left Ventricular Systolic Function Under Mechanical Assistance
Jean Bonnemain, Matthias Zeller, Luca Pegolotti, et al.
Npj Biological Physics and Mechanics
|
December 8, 2025
Deformable registration and generative modelling of aortic anatomies by auto-decoders and neural ODEs
Riccardo Tenderini, Luca Pegolotti, Fanwei Kong, et al.
Computers in Biology and Medicine
|
November 28, 2024
Hybrid physics-based and data-driven modeling of vascular bifurcation pressure differences
Natalia L Rubio, Luca Pegolotti, Martin R Pfaller, et al.
Computers in Biology and Medicine
|
December 1, 2023
Learning reduced-order models for cardiovascular simulations with graph neural networks
Luca Pegolotti, Martin R Pfaller, Natalia L Rubio, et al.
International Journal for Numerical Methods in Biomedical Engineering
|
July 25, 2022
Automated generation of 0D and 1D reduced-order models of patient-specific blood flow
Martin R Pfaller, Jonathan Pham, Aekaansh Verma, et al.
Philosophical Transactions. Series A, Mathematical, Physical, and Engineering Sciences
|
March 13, 2025
Bayesian Windkessel calibration using optimized zero-dimensional surrogate models
Jakob Richter, Jonas Nitzler, Luca Pegolotti, et al.
NPJ Digital Medicine
|
March 7, 2025
Red teaming ChatGPT in medicine to yield real-world insights on model behavior
Crystal T Chang, Hodan Farah, Haiwen Gui, et al.
Page
of 1