Out of Distribution Detection for Intra-operative Functional Imaging

Tim J. Adler, Leonardo Ayala, Lynton Ardizzone, Hannes Kenngott, Anant Suraj Vemuri, Beat P. Müller-Stich, Carsten Rother, Ullrich Köthe, Lena Maier-Hein. Out of Distribution Detection for Intra-operative Functional Imaging. In Hayit Greenspan, Ryutaro Tanno, Marius Erdt, Tal Arbel, Christian F. Baumgartner, Adrian V. Dalca, Carole H. Sudre, William M. Wells III, Klaus Drechsler, Marius George Linguraru, Cristina Oyarzun Laura, Raj Shekhar, Stefan Wesarg, Miguel Ángel González Ballester, editors, Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures - First International Workshop, UNSURE 2019, and 8th International Workshop, CLIP 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings. Volume 11840 of Lecture Notes in Computer Science, pages 75-82, Springer, 2019. [doi]

Authors

Tim J. Adler

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Leonardo Ayala

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Lynton Ardizzone

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Hannes Kenngott

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Anant Suraj Vemuri

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Beat P. Müller-Stich

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Carsten Rother

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Ullrich Köthe

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Lena Maier-Hein

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