Neural network-based left ventricle geometry prediction from CMR images with application in biomechanics. - Lukasz Romaszko; Agnieszka Borowska; Alan Lazarus; David Dalton; Colin Berry; Xiaoyu Luo; Dirk Husmeier; Hao Gao 002 (Artif. Intell. Medicine, 2021)

Gaussian process enhanced semi-automatic approximate Bayesian computation: parameter inference in a stochastic differential equation system for chemotaxis. - Agnieszka Borowska; Diana Giurghita; Dirk Husmeier (J. Comput. Phys., 2021)

Semi-Complete Data Augmentation for Efficient State Space Model Fitting. - Agnieszka Borowska; Ruth King (J. Comput. Graph. Stat., 2023)

Approximate Bayesian inference in a model for self-generated gradient collective cell movement. - Jon Devlin; Agnieszka Borowska; Dirk Husmeier; John A. Mackenzie (Comput. Stat., 2025)