Red-GAN: Attacking class imbalance via conditioned generation. Yet another medical imaging perspective

Ahmad B. Qasim, Ivan Ezhov, Suprosanna Shit, Oliver Schoppe, Johannes C. Paetzold, Anjany Sekuboyina, Florian Kofler, Jana Lipková, Hongwei Li 0004, Bjoern H. Menze. Red-GAN: Attacking class imbalance via conditioned generation. Yet another medical imaging perspective. In Tal Arbel, Ismail Ben Ayed, Marleen de Bruijne, Maxime Descoteaux, Hervé Lombaert, Christopher Pal, editors, International Conference on Medical Imaging with Deep Learning, MIDL 2020, 6-8 July 2020, Montréal, QC, Canada. Volume 121 of Proceedings of Machine Learning Research, pages 655-668, PMLR, 2020. [doi]

Authors

Ahmad B. Qasim

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Ivan Ezhov

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Suprosanna Shit

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Oliver Schoppe

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Johannes C. Paetzold

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Anjany Sekuboyina

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Florian Kofler

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Jana Lipková

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Hongwei Li 0004

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Bjoern H. Menze

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