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L. Mihaela Paun
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Hemodynamic assessment of pulmonary hypertension in mice: a model-based analysis of the disease mechanism
MU Qureshi, MJ Colebank, LM Paun, L Ellwein Fix, N Chesler, MA Haider, ...
Biomechanics and modeling in mechanobiology 18, 219-243, 2019
342019
Assessing model mismatch and model selection in a Bayesian uncertainty quantification analysis of a fluid-dynamics model of pulmonary blood circulation
LM Paun, MJ Colebank, MS Olufsen, NA Hill, D Husmeier
Journal of the Royal Society Interface 17 (173), 20200886, 2020
272020
MCMC methods for inference in a mathematical model of pulmonary circulation
LM Păun, MU Qureshi, M Colebank, NA Hill, MS Olufsen, MA Haider, ...
Statistica Neerlandica 72 (3), 306-338, 2018
272018
Influence of image segmentation on one-dimensional fluid dynamics predictions in the mouse pulmonary arteries
MJ Colebank, LM Paun, MU Qureshi, N Chesler, D Husmeier, MS Olufsen, ...
Journal of the Royal Society Interface 16 (159), 20190284, 2019
232019
Markov chain Monte Carlo with Gaussian processes for fast parameter estimation and uncertainty quantification in a 1D fluid‐dynamics model of the pulmonary circulation
LM Paun, D Husmeier
International journal for numerical methods in biomedical engineering 37 (2 …, 2021
182021
MCMC with delayed acceptance using a surrogate model with an application to cardiovascular fluid dynamics
LM Paun, M Colebank, MU Qureshi, M Olufsen, N Hill, D Husmeier
102019
A computational study of pulmonary hemodynamics in healthy and hypoxic mice
MU Qureshi, M Colebank, LM Paun, N Chesler, MA Haider, NA Hill, ...
Preprint arxiv 1712, 2017
102017
Emulation-accelerated Hamiltonian Monte Carlo algorithms for parameter estimation and uncertainty quantification in differential equation models
LM Paun, D Husmeier
Statistics and Computing 32, 1-25, 2022
42022
Inference in cardiovascular modelling subject to medical interventions
LM Paun, A Borowska, MJ Colebank, MS Olufsen, D Husmeier
INTERNATIONAL ASET INC. 2021, 109, 2021
32021
Parameter inference in the pulmonary circulation of mice
LM Paun, MU Qureshi, M Colebank, MA Haider, MS Olufsen, NA Hill, ...
32017
Closed-loop effects in cardiovascular clinical decision support
D Husmeier, LM Paun
Avestia Publishing, 2020
22020
Bayesian parameter estimation and uncertainty quantification in fluid-dynamics models of the pulmonary circulation system
LM Paun
University of Glasgow, 2020
22020
Statistical Inference for Optimisation of Drug Delivery from Stents
LM Paun, AF Schmidt, S McGinty, D Husmeier
Proceedings of the International Conference on Statistics: Theory and …, 2022
12022
Closed-loop effects in coupling cardiac physiological models to clinical interventions
D Husmeier, LM Paun
Servicio Editorial de la Universidad del País Vasco 1, 120-125, 2020
2020
Parameter Inference in the Pulmonary Blood Circulation
L Paun, M Haider, N Hill, M Olufsen, M Qureshi, T Papamarkou, ...
2017
VU Research Portal
LM Paun, A Borowska, MJ Colebank, MS Olufsen, D Husmeier
Influence of image segmentation on pulse wave propagation models of the pulmonary circulation
MJ Colebank, LM Paun, MU Qureshi, N Chesler, D Husmeier, MS Olufsen, ...
Influence of image segmentation on fluid model predictions in the pulmonary circulation
MJ Colebank, LM Paun, MU Qureshi, N Chesler, D Husmeier, MS Olufsen, ...
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