Dr Agnieszka Borowska

  • Honorary Research Associate (School of Mathematics & Statistics)

Research interests

Research groups

Publications

List by: Type | Date

Jump to: 2025 | 2023 | 2022 | 2021 | 2020 | 2019 | 2018
Number of items: 13.

2025

Devlin, Jon, Borowska, Agnieszka ORCID logoORCID: https://orcid.org/0000-0001-9123-6227, Husmeier, Dirk ORCID logoORCID: https://orcid.org/0000-0003-1673-7413 and Mackenzie, John (2025) Approximate Bayesian inference in a model for self-generated gradient collective cell movement. Computational Statistics, (doi: 10.1007/s00180-025-01606-5) (Early Online Publication)

2023

Borowska, Agnieszka ORCID logoORCID: https://orcid.org/0000-0001-9123-6227 and King, Ruth (2023) Semi-complete data augmentation for efficient state space model fitting. Journal of Computational and Graphical Statistics, 32(1), pp. 19-35. (doi: 10.1080/10618600.2022.2077350)

2022

Borowska, Agnieszka ORCID logoORCID: https://orcid.org/0000-0001-9123-6227, Gao, Hao ORCID logoORCID: https://orcid.org/0000-0001-6852-9435, Lazarus, Alan and Husmeier, Dirk ORCID logoORCID: https://orcid.org/0000-0003-1673-7413 (2022) Bayesian optimisation for efficient parameter inference in a cardiac mechanics model of the left ventricle. International Journal for Numerical Methods in Biomedical Engineering, 38(5), e3593. (doi: 10.1002/cnm.3593) (PMID:35302293)

2021

Romaszko, Lukasz, Borowska, Agnieszka ORCID logoORCID: https://orcid.org/0000-0001-9123-6227, Lazarus, Alan, Dalton, David, Berry, Colin ORCID logoORCID: https://orcid.org/0000-0002-4547-8636, Luo, Xiaoyu ORCID logoORCID: https://orcid.org/0000-0002-8753-4210, Husmeier, Dirk ORCID logoORCID: https://orcid.org/0000-0003-1673-7413 and Gao, Hao ORCID logoORCID: https://orcid.org/0000-0001-6852-9435 (2021) Neural network-based left ventricle geometry prediction from CMR images with application in biomechanics. Artificial Intelligence In Medicine, 119, 102140. (doi: 10.1016/j.artmed.2021.102140)

Paun, L. Mihaela, Borowska, Agnieszka ORCID logoORCID: https://orcid.org/0000-0001-9123-6227, Colebank, Mitchel J., Olufsen, Mette S. and Husmeier, Dirk ORCID logoORCID: https://orcid.org/0000-0003-1673-7413 (2021) Inference in Cardiovascular Modelling Subject to Medical Interventions. In: 3rd International Conference on Statistics: Theory and Applications (ICSTA'21), 29-31 Jul 2021, p. 109. ISBN 9781927877913 (doi: 10.11159/icsta21.109)

Borowska, Agnieszka ORCID logoORCID: https://orcid.org/0000-0001-9123-6227, Giurghita, Diana and Husmeier, Dirk ORCID logoORCID: https://orcid.org/0000-0003-1673-7413 (2021) Gaussian process enhanced semi-automatic approximate Bayesian computation: parameter inference in a stochastic differential equation system for chemotaxis. Journal of Computational Physics, 429, 109999. (doi: 10.1016/j.jcp.2020.109999)

2020

Borowska, Agnieszka ORCID logoORCID: https://orcid.org/0000-0001-9123-6227, Hoogerheide, Lennart, Koopman, Siem Jan and van Dijk, Herman K. (2020) Partially censored posterior for robust and efficient risk evaluation. Journal of Econometrics, 217(2), pp. 335-355. (doi: 10.1016/j.jeconom.2019.12.007)

2019

Husmeier, Dirk ORCID logoORCID: https://orcid.org/0000-0003-1673-7413, Lazarus, Alan, Noè, Umberto ORCID logoORCID: https://orcid.org/0000-0002-4962-5189, Davies, Vincent ORCID logoORCID: https://orcid.org/0000-0003-1896-8936, Borowska, Agnieszka ORCID logoORCID: https://orcid.org/0000-0001-9123-6227, Macdonald, Benn ORCID logoORCID: https://orcid.org/0000-0003-3728-5305, Gao, Hao ORCID logoORCID: https://orcid.org/0000-0001-6852-9435, Berry, Colin ORCID logoORCID: https://orcid.org/0000-0002-4547-8636 and Luo, Xiaoyu ORCID logoORCID: https://orcid.org/0000-0002-8753-4210 (2019) Statistical Emulation of Cardiac Mechanics: an Important Step Towards a Clinical Decision Support System. In: International Conference on Statistics: Theory and Applications (ICSTA’19), Lisbon, Portugal, 13-14 Aug 2019, p. 29. ISBN 9781927877647 (doi: 10.11159/icsta19.29)

Romaszko, Lukasz, Borowska, Agnieszka ORCID logoORCID: https://orcid.org/0000-0001-9123-6227, Lazarus, Alan, Gao, Hao ORCID logoORCID: https://orcid.org/0000-0001-6852-9435, Luo, Xiaoyu ORCID logoORCID: https://orcid.org/0000-0002-8753-4210 and Husmeier, Dirk ORCID logoORCID: https://orcid.org/0000-0003-1673-7413 (2019) Direct Learning Left Ventricular Meshes from CMR Images. In: International Conference on Statistics: Theory and Applications (ICSTA’19), Lisbon, Portugal, 13-14 Aug 2019, p. 25. ISBN 9781927877647 (doi: 10.11159/icsta19.25)

Romaszko, Lukasz, Lazarus, Alan, Gao, Hao ORCID logoORCID: https://orcid.org/0000-0001-6852-9435, Borowska, Agnieszka ORCID logoORCID: https://orcid.org/0000-0001-9123-6227, Luo, Xiaoyu ORCID logoORCID: https://orcid.org/0000-0002-8753-4210 and Husmeier, Dirk ORCID logoORCID: https://orcid.org/0000-0003-1673-7413 (2019) Massive Dimensionality Reduction for the Left Ventricular Mesh. In: International Conference on Statistics: Theory and Applications (ICSTA’19), Lisbon, Portugal, 13-14 Aug 2019, p. 24. ISBN 9781927877647 (doi: 10.11159/icsta19.24)

Baştürk, N., Borowska, A. ORCID logoORCID: https://orcid.org/0000-0001-9123-6227, Grassi, S., Hoogerheide, L. and van Dijk, H.K. (2019) Forecast density combinations of dynamic models and data driven portfolio strategies. Journal of Econometrics, 210, pp. 170-186. (doi: 10.1016/j.jeconom.2018.11.011)

Borowska, Agnieszka ORCID logoORCID: https://orcid.org/0000-0001-9123-6227, Hoogerheide, Lennart F. and Koopman, Siem Jan (2019) Bayesian Risk Forecasting for Long Horizons. Discussion Paper. Tinbergen Institute. (doi: 10.2139/ssrn.3339819).

2018

Barra, István, Borowska, Agnieszka ORCID logoORCID: https://orcid.org/0000-0001-9123-6227 and Koopman, Siem Jan (2018) Bayesian dynamic modeling of high-frequency integer price changes. Journal of Financial Econometrics, 16(3), pp. 384-424. (doi: 10.1093/jjfinec/nby010)

This list was generated on Wed Jul 2 00:01:05 2025 BST.
Jump to: Articles | Research Reports or Papers | Conference Proceedings
Number of items: 13.

Articles

Devlin, Jon, Borowska, Agnieszka ORCID logoORCID: https://orcid.org/0000-0001-9123-6227, Husmeier, Dirk ORCID logoORCID: https://orcid.org/0000-0003-1673-7413 and Mackenzie, John (2025) Approximate Bayesian inference in a model for self-generated gradient collective cell movement. Computational Statistics, (doi: 10.1007/s00180-025-01606-5) (Early Online Publication)

Borowska, Agnieszka ORCID logoORCID: https://orcid.org/0000-0001-9123-6227 and King, Ruth (2023) Semi-complete data augmentation for efficient state space model fitting. Journal of Computational and Graphical Statistics, 32(1), pp. 19-35. (doi: 10.1080/10618600.2022.2077350)

Borowska, Agnieszka ORCID logoORCID: https://orcid.org/0000-0001-9123-6227, Gao, Hao ORCID logoORCID: https://orcid.org/0000-0001-6852-9435, Lazarus, Alan and Husmeier, Dirk ORCID logoORCID: https://orcid.org/0000-0003-1673-7413 (2022) Bayesian optimisation for efficient parameter inference in a cardiac mechanics model of the left ventricle. International Journal for Numerical Methods in Biomedical Engineering, 38(5), e3593. (doi: 10.1002/cnm.3593) (PMID:35302293)

Romaszko, Lukasz, Borowska, Agnieszka ORCID logoORCID: https://orcid.org/0000-0001-9123-6227, Lazarus, Alan, Dalton, David, Berry, Colin ORCID logoORCID: https://orcid.org/0000-0002-4547-8636, Luo, Xiaoyu ORCID logoORCID: https://orcid.org/0000-0002-8753-4210, Husmeier, Dirk ORCID logoORCID: https://orcid.org/0000-0003-1673-7413 and Gao, Hao ORCID logoORCID: https://orcid.org/0000-0001-6852-9435 (2021) Neural network-based left ventricle geometry prediction from CMR images with application in biomechanics. Artificial Intelligence In Medicine, 119, 102140. (doi: 10.1016/j.artmed.2021.102140)

Borowska, Agnieszka ORCID logoORCID: https://orcid.org/0000-0001-9123-6227, Giurghita, Diana and Husmeier, Dirk ORCID logoORCID: https://orcid.org/0000-0003-1673-7413 (2021) Gaussian process enhanced semi-automatic approximate Bayesian computation: parameter inference in a stochastic differential equation system for chemotaxis. Journal of Computational Physics, 429, 109999. (doi: 10.1016/j.jcp.2020.109999)

Borowska, Agnieszka ORCID logoORCID: https://orcid.org/0000-0001-9123-6227, Hoogerheide, Lennart, Koopman, Siem Jan and van Dijk, Herman K. (2020) Partially censored posterior for robust and efficient risk evaluation. Journal of Econometrics, 217(2), pp. 335-355. (doi: 10.1016/j.jeconom.2019.12.007)

Baştürk, N., Borowska, A. ORCID logoORCID: https://orcid.org/0000-0001-9123-6227, Grassi, S., Hoogerheide, L. and van Dijk, H.K. (2019) Forecast density combinations of dynamic models and data driven portfolio strategies. Journal of Econometrics, 210, pp. 170-186. (doi: 10.1016/j.jeconom.2018.11.011)

Barra, István, Borowska, Agnieszka ORCID logoORCID: https://orcid.org/0000-0001-9123-6227 and Koopman, Siem Jan (2018) Bayesian dynamic modeling of high-frequency integer price changes. Journal of Financial Econometrics, 16(3), pp. 384-424. (doi: 10.1093/jjfinec/nby010)

Research Reports or Papers

Borowska, Agnieszka ORCID logoORCID: https://orcid.org/0000-0001-9123-6227, Hoogerheide, Lennart F. and Koopman, Siem Jan (2019) Bayesian Risk Forecasting for Long Horizons. Discussion Paper. Tinbergen Institute. (doi: 10.2139/ssrn.3339819).

Conference Proceedings

Paun, L. Mihaela, Borowska, Agnieszka ORCID logoORCID: https://orcid.org/0000-0001-9123-6227, Colebank, Mitchel J., Olufsen, Mette S. and Husmeier, Dirk ORCID logoORCID: https://orcid.org/0000-0003-1673-7413 (2021) Inference in Cardiovascular Modelling Subject to Medical Interventions. In: 3rd International Conference on Statistics: Theory and Applications (ICSTA'21), 29-31 Jul 2021, p. 109. ISBN 9781927877913 (doi: 10.11159/icsta21.109)

Husmeier, Dirk ORCID logoORCID: https://orcid.org/0000-0003-1673-7413, Lazarus, Alan, Noè, Umberto ORCID logoORCID: https://orcid.org/0000-0002-4962-5189, Davies, Vincent ORCID logoORCID: https://orcid.org/0000-0003-1896-8936, Borowska, Agnieszka ORCID logoORCID: https://orcid.org/0000-0001-9123-6227, Macdonald, Benn ORCID logoORCID: https://orcid.org/0000-0003-3728-5305, Gao, Hao ORCID logoORCID: https://orcid.org/0000-0001-6852-9435, Berry, Colin ORCID logoORCID: https://orcid.org/0000-0002-4547-8636 and Luo, Xiaoyu ORCID logoORCID: https://orcid.org/0000-0002-8753-4210 (2019) Statistical Emulation of Cardiac Mechanics: an Important Step Towards a Clinical Decision Support System. In: International Conference on Statistics: Theory and Applications (ICSTA’19), Lisbon, Portugal, 13-14 Aug 2019, p. 29. ISBN 9781927877647 (doi: 10.11159/icsta19.29)

Romaszko, Lukasz, Borowska, Agnieszka ORCID logoORCID: https://orcid.org/0000-0001-9123-6227, Lazarus, Alan, Gao, Hao ORCID logoORCID: https://orcid.org/0000-0001-6852-9435, Luo, Xiaoyu ORCID logoORCID: https://orcid.org/0000-0002-8753-4210 and Husmeier, Dirk ORCID logoORCID: https://orcid.org/0000-0003-1673-7413 (2019) Direct Learning Left Ventricular Meshes from CMR Images. In: International Conference on Statistics: Theory and Applications (ICSTA’19), Lisbon, Portugal, 13-14 Aug 2019, p. 25. ISBN 9781927877647 (doi: 10.11159/icsta19.25)

Romaszko, Lukasz, Lazarus, Alan, Gao, Hao ORCID logoORCID: https://orcid.org/0000-0001-6852-9435, Borowska, Agnieszka ORCID logoORCID: https://orcid.org/0000-0001-9123-6227, Luo, Xiaoyu ORCID logoORCID: https://orcid.org/0000-0002-8753-4210 and Husmeier, Dirk ORCID logoORCID: https://orcid.org/0000-0003-1673-7413 (2019) Massive Dimensionality Reduction for the Left Ventricular Mesh. In: International Conference on Statistics: Theory and Applications (ICSTA’19), Lisbon, Portugal, 13-14 Aug 2019, p. 24. ISBN 9781927877647 (doi: 10.11159/icsta19.24)

This list was generated on Wed Jul 2 00:01:05 2025 BST.