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Daniel Rueckert

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Generative Modelling of the Ageing Heart with Cross-Sectional Imaging and Clinical Data

Aug 28, 2022
Mengyun Qiao, Berke Doga Basaran, Huaqi Qiu, Shuo Wang, Yi Guo, Yuanyuan Wang, Paul M. Matthews, Daniel Rueckert, Wenjia Bai

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Unsupervised Anomaly Localization with Structural Feature-Autoencoders

Aug 23, 2022
Felix Meissen, Johannes Paetzold, Georgios Kaissis, Daniel Rueckert

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Improved post-hoc probability calibration for out-of-domain MRI segmentation

Aug 04, 2022
Cheng Ouyang, Shuo Wang, Chen Chen, Zeju Li, Wenjia Bai, Bernhard Kainz, Daniel Rueckert

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Metadata-enhanced contrastive learning from retinal optical coherence tomography images

Aug 04, 2022
Robbie Holland, Oliver Leingang, Hrvoje Bogunović, Sophie Riedl, Lars Fritsche, Toby Prevost, Hendrik P. N. Scholl, Ursula Schmidt-Erfurth, Sobha Sivaprasad, Andrew J. Lotery, Daniel Rueckert, Martin J. Menten

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MulViMotion: Shape-aware 3D Myocardial Motion Tracking from Multi-View Cardiac MRI

Jul 29, 2022
Qingjie Meng, Chen Qin, Wenjia Bai, Tianrui Liu, Antonio de Marvao, Declan P O'Regan, Daniel Rueckert

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Physiology-based simulation of the retinal vasculature enables annotation-free segmentation of OCT angiographs

Jul 22, 2022
Martin J. Menten, Johannes C. Paetzold, Alina Dima, Bjoern H. Menze, Benjamin Knier, Daniel Rueckert

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Placenta Segmentation in Ultrasound Imaging: Addressing Sources of Uncertainty and Limited Field-of-View

Jun 29, 2022
Veronika A. Zimmer, Alberto Gomez, Emily Skelton, Robert Wright, Gavin Wheeler, Shujie Deng, Nooshin Ghavami, Karen Lloyd, Jacqueline Matthew, Bernhard Kainz, Daniel Rueckert, Joseph V. Hajnal, Julia A. Schnabel

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Faster Diffusion Cardiac MRI with Deep Learning-based breath hold reduction

Jun 21, 2022
Michael Tanzer, Pedro Ferreira, Andrew Scott, Zohya Khalique, Maria Dwornik, Dudley Pennell, Guang Yang, Daniel Rueckert, Sonia Nielles-Vallespin

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A Review of Causality for Learning Algorithms in Medical Image Analysis

Jun 11, 2022
Athanasios Vlontzos, Daniel Rueckert, Bernhard Kainz

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Generative Myocardial Motion Tracking via Latent Space Exploration with Biomechanics-informed Prior

Jun 08, 2022
Chen Qin, Shuo Wang, Chen Chen, Wenjia Bai, Daniel Rueckert

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