Takip et
Tian Xia
Tian Xia
Imperial College London
imperial.ac.uk üzerinde doğrulanmış e-posta adresine sahip
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
Causal machine learning for healthcare and precision medicine
P Sanchez, JP Voisey, T Xia, HI Watson, AQ O’Neil, SA Tsaftaris
Royal Society Open Science 9 (8), 220638, 2022
1182022
Learning to synthesise the ageing brain without longitudinal data
T Xia, A Chartsias, C Wang, SA Tsaftaris, ...
Medical Image Analysis 73, 102169, 2021
602021
Pseudo-healthy synthesis with pathology disentanglement and adversarial learning
T Xia, A Chartsias, SA Tsaftaris
Medical Image Analysis 64, 101719, 2020
552020
Consistent brain ageing synthesis
T Xia, A Chartsias, SA Tsaftaris, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
392019
High Fidelity Image Counterfactuals with Probabilistic Causal Models
FDS Ribeiro, T Xia, M Monteiro, N Pawlowski, B Glocker
Proceedings of the 40th International Conference on Machine Learning, 7390-7425, 2023
322023
Adversarial Pseudo Healthy Synthesis Needs Pathology Factorization
T Xia, A Chartsias, SA Tsaftaris
Medical Imaging with Deep Learning (MIDL), 2019
162019
Adversarial counterfactual augmentation: application in Alzheimer’s disease classification
T Xia, P Sanchez, C Qin, SA Tsaftaris
Frontiers in radiology 2, 1039160, 2022
122022
Cardiac aging synthesis from cross-sectional data with conditional generative adversarial networks
VM Campello, T Xia, X Liu, P Sanchez, C Martín-Isla, SE Petersen, ...
Frontiers in Cardiovascular Medicine 9, 983091, 2022
112022
Counterfactual contrastive learning: robust representations via causal image synthesis
M Roschewitz, F de Sousa Ribeiro, T Xia, G Khara, B Glocker
MICCAI Workshop on Data Engineering in Medical Imaging, 22-32, 2024
22024
Mitigating attribute amplification in counterfactual image generation
T Xia, M Roschewitz, F De Sousa Ribeiro, C Jones, B Glocker
International Conference on Medical Image Computing and Computer-Assisted …, 2024
12024
Robust image representations with counterfactual contrastive learning
M Roschewitz, FDS Ribeiro, T Xia, G Khara, B Glocker
arXiv preprint arXiv:2409.10365, 2024
2024
Latent 3D Brain MRI Counterfactual
W Peng, T Xia, FDS Ribeiro, T Bosschieter, E Adeli, Q Zhao, B Glocker, ...
arXiv preprint arXiv:2409.05585, 2024
2024
Counterfactual Data Augmentation for Deep Learning Predictive Models
I Kacprzak, B Glocker, M Monteiro, FDS Ribeiro, T Xia, B Kainz
2023
Deep generative models for medical image synthesis and strategies to utilise them
T Xia
The University of Edinburgh, 2022
2022
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Makaleler 1–14