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Sotirios A. Tsaftaris

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Inference Stage Denoising for Undersampled MRI Reconstruction

Feb 12, 2024
Yuyang Xue, Chen Qin, Sotirios A. Tsaftaris

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Group Distributionally Robust Knowledge Distillation

Nov 01, 2023
Konstantinos Vilouras, Xiao Liu, Pedro Sanchez, Alison Q. O'Neil, Sotirios A. Tsaftaris

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Compositional Representation Learning for Brain Tumour Segmentation

Oct 10, 2023
Xiao Liu, Antanas Kascenas, Hannah Watson, Sotirios A. Tsaftaris, Alison Q. O'Neil

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FairTune: Optimizing Parameter Efficient Fine Tuning for Fairness in Medical Image Analysis

Oct 08, 2023
Raman Dutt, Ondrej Bohdal, Sotirios A. Tsaftaris, Timothy Hospedales

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Unveiling Fairness Biases in Deep Learning-Based Brain MRI Reconstruction

Sep 25, 2023
Yuning Du, Yuyang Xue, Rohan Dharmakumar, Sotirios A. Tsaftaris

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Cine cardiac MRI reconstruction using a convolutional recurrent network with refinement

Sep 23, 2023
Yuyang Xue, Yuning Du, Gianluca Carloni, Eva Pachetti, Connor Jordan, Sotirios A. Tsaftaris

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Generative AI for Medical Imaging: extending the MONAI Framework

Jul 27, 2023
Walter H. L. Pinaya, Mark S. Graham, Eric Kerfoot, Petru-Daniel Tudosiu, Jessica Dafflon, Virginia Fernandez, Pedro Sanchez, Julia Wolleb, Pedro F. da Costa, Ashay Patel, Hyungjin Chung, Can Zhao, Wei Peng, Zelong Liu, Xueyan Mei, Oeslle Lucena, Jong Chul Ye, Sotirios A. Tsaftaris, Prerna Dogra, Andrew Feng, Marc Modat, Parashkev Nachev, Sebastien Ourselin, M. Jorge Cardoso

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A Causal Ordering Prior for Unsupervised Representation Learning

Jul 11, 2023
Avinash Kori, Pedro Sanchez, Konstantinos Vilouras, Ben Glocker, Sotirios A. Tsaftaris

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Compositionally Equivariant Representation Learning

Jun 17, 2023
Xiao Liu, Pedro Sanchez, Spyridon Thermos, Alison Q. O'Neil, Sotirios A. Tsaftaris

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