Thomas Joyce

According to our database, Thomas Joyce authored at least 14 papers between 2015 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

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

2021

Personalising left-ventricular biophysical models of the heart using parametric physics-informed neural networks.

Stefano Buoso, Thomas Joyce, Sebastian Kozerke

Medical Image Anal., 2021

2020

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

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

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

3D Medical Image Synthesis by Factorised Representation and Deformable Model Learning.

Thomas Joyce, Sebastian Kozerke

Proceedings of the Simulation and Synthesis in Medical Imaging, 2019

2018

Multimodal MR Synthesis via Modality-Invariant Latent Representation.

Agisilaos Chartsias, Thomas Joyce, Mario Valerio Giuffrida, Sotirios A. Tsaftaris

IEEE Trans. Medical Imaging, 2018

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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

2017

Stochastic stability of particle swarm optimisation.

Adam Erskine, Thomas Joyce, J. Michael Herrmann

Swarm Intell., 2017

Robust Multi-modal MR Image Synthesis.

Thomas Joyce, Agisilaos Chartsias, Sotirios A. Tsaftaris

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Adversarial Image Synthesis for Unpaired Multi-modal Cardiac Data.

Agisilaos Chartsias, Thomas Joyce, Rohan Dharmakumar, Sotirios A. Tsaftaris

Proceedings of the Simulation and Synthesis in Medical Imaging, 2017

2016

Parameter Selection in Particle Swarm Optimisation from Stochastic Stability Analysis.

Adam Erskine, Thomas Joyce, J. Michael Herrmann

Proceedings of the Swarm Intelligence - 10th International Conference, 2016

2015

Critical Parameters in Particle Swarm Optimisation.

J. Michael Herrmann, Adam Erskine, Thomas Joyce

CoRR, 2015

Learning motion manifolds with convolutional autoencoders.

Daniel Holden, Jun Saito, Taku Komura, Thomas Joyce

Proceedings of the SIGGRAPH Asia 2015 Technical Briefs, Kobe, Japan, November 2-6, 2015, 2015