cOOpD: Reformulating COPD Classification on Chest CT Scans as Anomaly Detection Using Contrastive Representations

Silvia Dias Almeida, Carsten T. Lüth, Tobias Norajitra, Tassilo Wald, Marco Nolden, Paul F. Jäger, Claus Peter Heussel, Jürgen Biederer, Oliver Weinheimer, Klaus H. Maier-Hein. cOOpD: Reformulating COPD Classification on Chest CT Scans as Anomaly Detection Using Contrastive Representations. In Hayit Greenspan, Anant Madabhushi, Parvin Mousavi, Septimiu Salcudean, James Duncan 0001, Tanveer F. Syeda-Mahmood, Russell H. Taylor, editors, Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 - 26th International Conference, Vancouver, BC, Canada, October 8-12, 2023, Proceedings, Part V. Volume 14224 of Lecture Notes in Computer Science, pages 33-43, Springer, 2023. [doi]

Authors

Silvia Dias Almeida

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Carsten T. Lüth

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Tobias Norajitra

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Tassilo Wald

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Marco Nolden

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Paul F. Jäger

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Claus Peter Heussel

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Jürgen Biederer

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Oliver Weinheimer

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Klaus H. Maier-Hein

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