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Works (7)

Navigating prevalence shifts in image analysis algorithm deployment

Medical Image Analysis
2025-05 | Journal article
DOI: 10.1016/j.media.2025.103504
Contributors: Patrick Godau; Piotr Kalinowski; Evangelia Christodoulou; Annika Reinke; Minu Tizabi; Luciana Ferrer; Paul Jäger; Lena Maier-Hein
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Application-driven validation of posteriors in inverse problems

Medical Image Analysis
2025-04 | Journal article
DOI: 10.1016/j.media.2025.103474
Contributors: Tim J. Adler; Jan-Hinrich Nölke; Annika Reinke; Minu Dietlinde Tizabi; Sebastian Gruber; Dasha Trofimova; Lynton Ardizzone; Paul F. Jaeger; Florian Buettner; Ullrich Köthe et al.
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Comparative benchmarking of failure detection methods in medical image segmentation: Unveiling the role of confidence aggregation

Medical Image Analysis
2025-04 | Journal article
DOI: 10.1016/j.media.2024.103392
Contributors: Maximilian Zenk; David Zimmerer; Fabian Isensee; Jeremias Traub; Tobias Norajitra; Paul F. Jäger; Klaus Maier-Hein
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Abstract: Anatomy-informed Data Augmentation for Enhanced Prostate Cancer Detection

2024 | Book chapter
DOI: 10.1007/978-3-658-44037-4_33
Contributors: Balint Kovacs; Nils Netzer; Michael Baumgartner; Carolin Eith; Dimitrios Bounias; Clara Meinzer; Paul F. Jäger; Kevin S. Zhang; Ralf Floca; Adrian Schrader et al.
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Deep Interactive Segmentation of Medical Images: A Systematic Review and Taxonomy

IEEE Transactions on Pattern Analysis and Machine Intelligence
2024 | Journal article
DOI: 10.1109/TPAMI.2024.3452629
Contributors: Zdravko Marinov; Paul F. Jäger; Jan Egger; Jens Kleesiek; Rainer Stiefelhagen
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Anatomy-Informed Data Augmentation for Enhanced Prostate Cancer Detection

2023 | Book chapter
DOI: 10.1007/978-3-031-43990-2_50
Contributors: Balint Kovacs; Nils Netzer; Michael Baumgartner; Carolin Eith; Dimitrios Bounias; Clara Meinzer; Paul F. Jäger; Kevin S. Zhang; Ralf Floca; Adrian Schrader et al.
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Addressing image misalignments in multi-parametric prostate MRI for enhanced computer-aided diagnosis of prostate cancer

Scientific Reports
2023-11-13 | Journal article
DOI: 10.1038/s41598-023-46747-z
Contributors: Balint Kovacs; Nils Netzer; Michael Baumgartner; Adrian Schrader; Fabian Isensee; Cedric Weißer; Ivo Wolf; Magdalena Görtz; Paul F. Jaeger; Victoria Schütz et al.
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