Fast Unsupervised Brain Anomaly Detection and Segmentation with Diffusion Models

Walter H. L. Pinaya, Mark S. Graham, Robert J. Gray, Pedro F. Da Costa, Petru-Daniel Tudosiu, Paul Wright, Yee H. Mah, Andrew D. MacKinnon, James T. Teo, Hans Rolf Jäger, David Werring, Geraint Rees 0001, Parashkev Nachev, Sébastien Ourselin, M. Jorge Cardoso. Fast Unsupervised Brain Anomaly Detection and Segmentation with Diffusion Models. In Linwei Wang, Qi Dou, P. Thomas Fletcher, Stefanie Speidel, Shuo Li 0001, editors, Medical Image Computing and Computer Assisted Intervention - MICCAI 2022 - 25th International Conference, Singapore, September 18-22, 2022, Proceedings, Part VIII. Volume 13438 of Lecture Notes in Computer Science, pages 705-714, Springer, 2022. [doi]

Authors

Walter H. L. Pinaya

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Mark S. Graham

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Robert J. Gray

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Pedro F. Da Costa

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Petru-Daniel Tudosiu

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Paul Wright

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Yee H. Mah

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Andrew D. MacKinnon

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James T. Teo

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Hans Rolf Jäger

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David Werring

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Geraint Rees 0001

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Parashkev Nachev

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Sébastien Ourselin

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M. Jorge Cardoso

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