Thomas Joyce

17 papers Journal 10Unranked 7
YearRankTypeTitle / Venue / Authors
2025 — conf
DIGS: Dynamic CBCT Reconstruction Using Deformation-Informed 4D Gaussian Splatting and a Low-Rank Free-Form Deformation Model.
MICCAI (4)
Yuliang Huang, Imraj RD Singh, Thomas Joyce, Kris Thielemans, Jamie R. McClelland
2025 J jnl
DIGS: Dynamic CBCT Reconstruction using Deformation-Informed 4D Gaussian Splatting and a Low-Rank Free-Form Deformation Model.
CoRR
Yuliang Huang, Imraj RD Singh, Thomas Joyce, Kris Thielemans, Jamie R. McClelland
2022 J jnl
Rapid inference of personalised left-ventricular meshes by deformation-based differentiable mesh voxelization.
Medical Image Anal.
Thomas Joyce, Stefano Buoso, Christian T. Stoeck, Sebastian Kozerke
2021 J jnl
Personalising left-ventricular biophysical models of the heart using parametric physics-informed neural networks.
Medical Image Anal.
Stefano Buoso, Thomas Joyce, Sebastian Kozerke
2020 J jnl
Diffusion-Weighted Magnetic Resonance Brain Images Generation with Generative Adversarial Networks and Variational Autoencoders: A Comparison Study.
CoRR
Alejandro Ungría Hirte, Moritz Platscher, Thomas Joyce, Jeremy J. Heit, Eric Tranvinh, Christian Federau
2019 — conf
3D Medical Image Synthesis by Factorised Representation and Deformable Model Learning.
SASHIMI@MICCAI
Thomas Joyce, Sebastian Kozerke
2019 J jnl
Disentangled representation learning in cardiac image analysis.
Medical Image Anal.
Agisilaos Chartsias, Thomas Joyce, Giorgos Papanastasiou, Scott Semple, Michelle C. Williams, David E. Newby, Rohan Dharmakumar, Sotirios A. Tsaftaris
2019 J jnl
Factorised Representation Learning in Cardiac Image Analysis.
CoRR
Agisilaos Chartsias, Thomas Joyce, Giorgos Papanastasiou, Michelle C. Williams, David E. Newby, Rohan Dharmakumar, Sotirios A. Tsaftaris
2018 — conf
Factorised Spatial Representation Learning: Application in Semi-supervised Myocardial Segmentation.
MICCAI (2)
Agisilaos Chartsias, Thomas Joyce, Giorgos Papanastasiou, Scott Semple, Michelle C. Williams, David E. Newby, Rohan Dharmakumar, Sotirios A. Tsaftaris
2018 J jnl
Factorised spatial representation learning: application in semi-supervised myocardial segmentation.
CoRR
Agisilaos Chartsias, Thomas Joyce, Giorgos Papanastasiou, Scott Semple, Michelle C. Williams, David E. Newby, Rohan Dharmakumar, Sotirios A. Tsaftaris
2018 J jnl
Multimodal MR Synthesis via Modality-Invariant Latent Representation.
IEEE Trans. Medical Imaging
Agisilaos Chartsias, Thomas Joyce, Mario Valerio Giuffrida, Sotirios A. Tsaftaris
2017 — conf
Adversarial Image Synthesis for Unpaired Multi-modal Cardiac Data.
SASHIMI@MICCAI
Agisilaos Chartsias, Thomas Joyce, Rohan Dharmakumar, Sotirios A. Tsaftaris
2017 — conf
Robust Multi-modal MR Image Synthesis.
MICCAI (3)
Thomas Joyce, Agisilaos Chartsias, Sotirios A. Tsaftaris
2017 J jnl
Stochastic stability of particle swarm optimisation.
Swarm Intell.
Adam Erskine, Thomas Joyce, J. Michael Herrmann
2016 — conf
Parameter Selection in Particle Swarm Optimisation from Stochastic Stability Analysis.
ANTS Conference
Adam Erskine, Thomas Joyce, J. Michael Herrmann
2015 J jnl
Critical Parameters in Particle Swarm Optimisation.
CoRR
J. Michael Herrmann, Adam Erskine, Thomas Joyce
2015 — conf
Learning motion manifolds with convolutional autoencoders.
SIGGRAPH Asia Technical Briefs
Daniel Holden, Jun Saito, Taku Komura, Thomas Joyce