Usynin, Dmitrii;Klause, Helena;Paetzold, Johannes C.;Rueckert, Daniel;Kaissis, Georgios
Can Collaborative Learning Be Private, Robust and Scalable?
Med Image Comput Comput Assist Interv Int Conf Med Image Comput Comput Assist Interv
2022
13573
37-46

Marcus, Adam;Bentley, Paul;Rueckert, Daniel
Concurrent Ischemic Lesion Age Estimation and Segmentation of CT Brain Using a Transformer-Based Network
Med Image Comput Comput Assist Interv Int Conf Med Image Comput Comput Assist Interv
2022
13596
52-62

Menten, Martin J.;Paetzold, Johannes C.;Dima, Alina;Menze, Bjoern H.;Knier, Benjamin;Rueckert, Daniel
Physiology-Based Simulation of the Retinal Vasculature Enables Annotation-Free Segmentation of OCT Angiographs
Med Image Comput Comput Assist Interv Int Conf Med Image Comput Comput Assist Interv
2022
13438
330-340

Anders, Philipp;Traber, Ghislaine L.;Hagag, Ahmed M.;Riedl, Sophie;Fritsche, Lars;Rueckert, Daniel;Schmidt-Erfurth, Ursula;Sivaprasad, Sobha;Lotery, Andrew J.;Scholl, Hendrik P.
Investigation of intermediate AMD with MAIA microperimetry metrics by the PINNACLE Consortium
Invest Ophthalmol Vis Sci
2022
63
7

Hagag, Ahmed M.;Riedl, Sophie;Prevost, Toby;Fritsche, Lars;Rueckert, Daniel;Scholl, Hendrik P.;Schmidt-Erfurth, Ursula;Sivaprasad, Sobha;Lotery, Andrew J.
Adaptive optics phenotypes of intermediate age-related macular degeneration
Invest Ophthalmol Vis Sci
2022
63
7

Muffoletto, Marica;Xu, Hao;Barbaroux, Hugo;Kunze, Karl P.;Neji, Radhouene;Botnar, Rene;Prieto, Claudia;Rueckert, Daniel;Young, Alistair
Comparison of Semi- and Un-Supervised Domain Adaptation Methods for Whole-Heart Segmentation
Med Image Comput Comput Assist Interv Int Conf Med Image Comput Comput Assist Interv
2022
13593
91-100

Ouyang, Cheng;Wang, Shuo;Chen, Chen;Li, Zeju;Bai, Wenjia;Kainz, Bernhard;Rueckert, Daniel
Improved Post-hoc Probability Calibration for Out-of-Domain MRI Segmentation
Med Image Comput Comput Assist Interv Int Conf Med Image Comput Comput Assist Interv
2022
13563
59-69

Qiao, Mengyun;Basaran, Berke Doga;Qiu, Huaqi;Wang, Shuo;Guo, Yi;Wang, Yuanyuan;Matthews, Paul M.;Rueckert, Daniel;Bai, Wenjia
Generative Modelling of the Ageing Heart with Cross-Sectional Imaging and Clinical Data
Med Image Comput Comput Assist Interv Int Conf Med Image Comput Comput Assist Interv
2022
13593
3-12

Qiu, Huaqi;Hammernik, Kerstin;Qin, Chen;Chen, Chen;Rueckert, Daniel
Embedding Gradient-Based Optimization in Image Registration Networks
Med Image Comput Comput Assist Interv Int Conf Med Image Comput Comput Assist Interv
2022
13436
56-65

Shit, Suprosanna;Koner, Rajat;Wittmann, Bastian;Paetzold, Johannes;Ezhov, Ivan;Li, Hongwei;Pan, Jiazhen;Sharifzadeh, Sahand;Kaissis, Georgios;Tresp, Volker;Menze, Bjoern
Relationformer: A Unified Framework for Image-to-Graph Generation
Med Image Comput Comput Assist Interv Int Conf Med Image Comput Comput Assist Interv
2022
13697
422-439