Learning motion manifolds with convolutional autoencoders. - Daniel Holden; Jun Saito; Taku Komura; Thomas Joyce (SIGGRAPH Asia Technical Briefs, 2015)

Critical Parameters in Particle Swarm Optimisation. - J. Michael Herrmann; Adam Erskine; Thomas Joyce (CoRR, 2015)

Parameter Selection in Particle Swarm Optimisation from Stochastic Stability Analysis. - Adam Erskine; Thomas Joyce; J. Michael Herrmann (ANTS Conference, 2016)

Adversarial Image Synthesis for Unpaired Multi-modal Cardiac Data. - Agisilaos Chartsias; Thomas Joyce; Rohan Dharmakumar; Sotirios A. Tsaftaris (SASHIMI@MICCAI, 2017)

Robust Multi-modal MR Image Synthesis. - Thomas Joyce; Agisilaos Chartsias; Sotirios A. Tsaftaris (MICCAI (3), 2017)

Stochastic stability of particle swarm optimisation. - Adam Erskine; Thomas Joyce; J. Michael Herrmann (Swarm Intell., 2017)

Factorised Spatial Representation Learning: Application in Semi-supervised Myocardial Segmentation. - Agisilaos Chartsias; Thomas Joyce; Giorgos Papanastasiou; Scott Semple; Michelle C. Williams; David E. Newby; Rohan Dharmakumar; Sotirios A. Tsaftaris (MICCAI (2), 2018)

Multimodal MR Synthesis via Modality-Invariant Latent Representation. - Agisilaos Chartsias; Thomas Joyce; Mario Valerio Giuffrida; Sotirios A. Tsaftaris (IEEE Trans. Medical Imaging, 2018)

3D Medical Image Synthesis by Factorised Representation and Deformable Model Learning. - Thomas Joyce; Sebastian Kozerke (SASHIMI@MICCAI, 2019)

Factorised Representation Learning in Cardiac Image Analysis. - Agisilaos Chartsias; Thomas Joyce; Giorgos Papanastasiou; Michelle C. Williams; David E. Newby; Rohan Dharmakumar; Sotirios A. Tsaftaris (CoRR, 2019)

Disentangled representation learning in cardiac image analysis. - Agisilaos Chartsias; Thomas Joyce; Giorgos Papanastasiou; Scott Semple; Michelle C. Williams; David E. Newby; Rohan Dharmakumar; Sotirios A. Tsaftaris (Medical Image Anal., 2019)

Diffusion-Weighted Magnetic Resonance Brain Images Generation with Generative Adversarial Networks and Variational Autoencoders: A Comparison Study. - Alejandro Ungría Hirte; Moritz Platscher; Thomas Joyce; Jeremy J. Heit; Eric Tranvinh; Christian Federau (CoRR, 2020)

Personalising left-ventricular biophysical models of the heart using parametric physics-informed neural networks. - Stefano Buoso; Thomas Joyce; Sebastian Kozerke (Medical Image Anal., 2021)

Rapid inference of personalised left-ventricular meshes by deformation-based differentiable mesh voxelization. - Thomas Joyce; Stefano Buoso; Christian T. Stoeck; Sebastian Kozerke (Medical Image Anal., 2022)

DIGS: Dynamic CBCT Reconstruction using Deformation-Informed 4D Gaussian Splatting and a Low-Rank Free-Form Deformation Model. - Yuliang Huang; Imraj RD Singh; Thomas Joyce; Kris Thielemans; Jamie R. McClelland (CoRR, 2025)