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Automated analysis of diabetic retinopathy using vessel segmentation maps as inductive bias


Oct 28, 2022
Linus Kreitner, Ivan Ezhov, Daniel Rueckert, Johannes C. Paetzold, Martin J. Menten

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* Submission for MICCAI 2022 Diabetic Retinopathy Analysis Challenge (DRAC) Proceedings, DOI: 10.5281/zenodo.6362349 

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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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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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* Accepted at MICCAI 2022 

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