T. A. Joyce

Multimodal MR Synthesis via Modality-Invariant Latent Representation

Agisilaos Chartsias, T. A. Joyce, Mario Valerio Giuffrida et al. · IEEE Transactions on Medical Imaging · 2017 · 333 citations · Full text

Computing, Computer Science, Radiology +17

Learning motion manifolds with convolutional autoencoders

Daniel Holden, Jun Saito, Taku Komura et al. · 2015 · 268 citations · Full text

Computing, Computer Science, Computer Vision +16

Disentangled representation learning in cardiac image analysis

Agisilaos Chartsias, T. A. Joyce, Giorgos Papanastasiou et al. · Medical Image Analysis · 2019 · 190 citations · Full text

Computing, Biomedical Engineering, Cardiology +12

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

Stefano Buoso, T. A. Joyce, Sebastian Kozerke · Medical Image Analysis · 2021 · 83 citations · Full text

Engineering, Bioengineering, Biomedical Engineering +17

AI Cardiac MRI Scar Analysis Aids Prediction of Major Arrhythmic Events in the Multicenter DERIVATE Registry

Fahime Ghanbari, T. A. Joyce, Valentina Lorenzoni et al. · Radiology · 2023 · 66 citations · Full text

Medicine, Cardiology, Radiology +16