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Thomas Joyce
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2020 – today
- 2022
- [j5]Thomas Joyce, Stefano Buoso, Christian T. Stoeck, Sebastian Kozerke:
Rapid inference of personalised left-ventricular meshes by deformation-based differentiable mesh voxelization. Medical Image Anal. 79: 102445 (2022) - 2021
- [j4]Stefano Buoso, Thomas Joyce, Sebastian Kozerke:
Personalising left-ventricular biophysical models of the heart using parametric physics-informed neural networks. Medical Image Anal. 71: 102066 (2021) - 2020
- [i4]Alejandro Ungría Hirte, Moritz Platscher, Thomas Joyce, Jeremy J. Heit, Eric Tranvinh, Christian Federau:
Diffusion-Weighted Magnetic Resonance Brain Images Generation with Generative Adversarial Networks and Variational Autoencoders: A Comparison Study. CoRR abs/2006.13944 (2020)
2010 – 2019
- 2019
- [j3]Agisilaos Chartsias, Thomas Joyce, Giorgos Papanastasiou, Scott Semple, Michelle C. Williams, David E. Newby, Rohan Dharmakumar, Sotirios A. Tsaftaris:
Disentangled representation learning in cardiac image analysis. Medical Image Anal. 58 (2019) - [c6]Thomas Joyce, Sebastian Kozerke:
3D Medical Image Synthesis by Factorised Representation and Deformable Model Learning. SASHIMI@MICCAI 2019: 110-119 - [i3]Agisilaos Chartsias, Thomas Joyce, Giorgos Papanastasiou, Michelle C. Williams, David E. Newby, Rohan Dharmakumar, Sotirios A. Tsaftaris:
Factorised Representation Learning in Cardiac Image Analysis. CoRR abs/1903.09467 (2019) - 2018
- [j2]Agisilaos Chartsias, Thomas Joyce, Mario Valerio Giuffrida, Sotirios A. Tsaftaris:
Multimodal MR Synthesis via Modality-Invariant Latent Representation. IEEE Trans. Medical Imaging 37(3): 803-814 (2018) - [c5]Agisilaos Chartsias, Thomas Joyce, Giorgos Papanastasiou, Scott Semple, Michelle C. Williams, David E. Newby, Rohan Dharmakumar, Sotirios A. Tsaftaris:
Factorised Spatial Representation Learning: Application in Semi-supervised Myocardial Segmentation. MICCAI (2) 2018: 490-498 - [i2]Agisilaos Chartsias, Thomas Joyce, Giorgos Papanastasiou, Scott Semple, Michelle C. Williams, David E. Newby, Rohan Dharmakumar, Sotirios A. Tsaftaris:
Factorised spatial representation learning: application in semi-supervised myocardial segmentation. CoRR abs/1803.07031 (2018) - 2017
- [j1]Adam Erskine, Thomas Joyce, J. Michael Herrmann:
Stochastic stability of particle swarm optimisation. Swarm Intell. 11(3-4): 295-315 (2017) - [c4]Agisilaos Chartsias, Thomas Joyce, Rohan Dharmakumar, Sotirios A. Tsaftaris:
Adversarial Image Synthesis for Unpaired Multi-modal Cardiac Data. SASHIMI@MICCAI 2017: 3-13 - [c3]Thomas Joyce, Agisilaos Chartsias, Sotirios A. Tsaftaris:
Robust Multi-modal MR Image Synthesis. MICCAI (3) 2017: 347-355 - 2016
- [c2]Adam Erskine, Thomas Joyce, J. Michael Herrmann:
Parameter Selection in Particle Swarm Optimisation from Stochastic Stability Analysis. ANTS Conference 2016: 161-172 - 2015
- [c1]Daniel Holden, Jun Saito, Taku Komura, Thomas Joyce:
Learning motion manifolds with convolutional autoencoders. SIGGRAPH Asia Technical Briefs 2015: 18:1-18:4 - [i1]J. Michael Herrmann, Adam Erskine, Thomas Joyce:
Critical Parameters in Particle Swarm Optimisation. CoRR abs/1511.06248 (2015)
Coauthor Index
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