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Agnieszka Borowska
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Forecast density combinations of dynamic models and data driven portfolio strategies
N Baştürk, A Borowska, S Grassi, L Hoogerheide, HK van Dijk
Journal of Econometrics 210 (1), 170-186, 2019
262019
Neural network-based left ventricle geometry prediction from CMR images with application in biomechanics
L Romaszko, A Borowska, A Lazarus, D Dalton, C Berry, X Luo, ...
Artificial Intelligence in Medicine 119, 102140, 2021
122021
Bayesian optimisation for efficient parameter inference in a cardiac mechanics model of the left ventricle
A Borowska, H Gao, A Lazarus, D Husmeier
International Journal for Numerical Methods in Biomedical Engineering, e3593, 2022
82022
Bayesian dynamic modeling of high-frequency integer price changes
I Barra, A Borowska, SJ Koopman
Journal of Financial Econometrics 16 (3), 384-424, 2018
82018
Gaussian process enhanced semi-automatic approximate Bayesian computation: parameter inference in a stochastic differential equation system for chemotaxis
A Borowska, D Giurghita, D Husmeier
Journal of Computational Physics 429, 109999, 2021
72021
Massive Dimensionality Reduction for the Left Ventricular Mesh
L Romaszko, A Lazarus, H Gao, A Borowska, X Luo, D Husmeier
72019
Partially censored posterior for robust and efficient risk evaluation
A Borowska, L Hoogerheide, SJ Koopman, HK van Dijk
Journal of Econometrics 217 (2), 335-355, 2020
52020
Direct Learning Left Ventricular Meshes from CMR Images
L Romaszko, A Borowska, A Lazarus, H Gao, X Luo, D Husmeier
42019
Semi-Complete Data Augmentation for Efficient State Space Model Fitting
A Borowska, R King
Journal of Computational and Graphical Statistics, 1-40, 2022
32022
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
Bayesian Risk Forecasting for Long Horizons
A Borowska, LF Hoogerheide, SJ Koopman
Tinbergen Institute Discussion Paper 2019-018/III, 2019
12019
Statistical Emulation of Cardiac Mechanics: an Important Step Towards a Clinical Decision Support System
D Husmeier, A Lazarus, U Noè, V Davies, A Borowska, B Macdonald, ...
2019
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Articles 1–12