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Works (5)

Navigating prevalence shifts in image analysis algorithm deployment

Medical Image Analysis
2025-05 | Journal article
Contributors: Patrick Godau; Piotr Kalinowski; Evangelia Christodoulou; Annika Reinke; Minu Tizabi; Luciana Ferrer; Paul Jäger; Lena Maier-Hein
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Metrics reloaded: recommendations for image analysis validation

Nature Methods
2024-02 | Journal article
Contributors: Lena Maier-Hein; Annika Reinke; Patrick Godau; Minu D. Tizabi; Florian Buettner; Evangelia Christodoulou; Ben Glocker; Fabian Isensee; Jens Kleesiek; Michal Kozubek et al.
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Beyond rankings: Learning (more) from algorithm validation

Medical Image Analysis
2023-05 | Journal article
Contributors: Tobias Roß; Pierangela Bruno; Annika Reinke; Manuel Wiesenfarth; Lisa Koeppel; Peter M. Full; Bünyamin Pekdemir; Patrick Godau; Darya Trofimova; Fabian Isensee et al.
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Task Fingerprinting for Meta Learning inBiomedical Image Analysis

2021 | Book chapter
Contributors: Patrick Godau; Lena Maier-Hein
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Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge

Medical Image Analysis
2021-05 | Journal article
Contributors: Tobias Roß; Annika Reinke; Peter M. Full; Martin Wagner; Hannes Kenngott; Martin Apitz; Hellena Hempe; Diana Mindroc-Filimon; Patrick Scholz; Thuy Nuong Tran et al.
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