David Rauber

20 papers A* 1Journal 8Unranked 11
YearRankTypeTitle / Venue / Authors
2026 — conf
Abstract: DIY Challenge Blueprint - From Organization to Technical Implementation in Biomedical Image Analysis.
Bildverarbeitung für die Medizin
Leonard Klausmann, Tobias Rueckert, David Rauber, Raphaela Maerkl, Suemeyye R. Yildiran, Max Gutbrod, Christoph Palm
2026 J jnl
Comparative validation of surgical phase recognition, instrument keypoint estimation, and instrument instance segmentation in endoscopy: Results of the PhaKIR 2024 challenge.
Medical Image Anal.
Tobias Rueckert, David Rauber, Raphaela Maerkl, Leonard Klausmann, Suemeyye R. Yildiran, Max Gutbrod, Danilo Weber Nunes, Alvaro Fernandez Moreno, Imanol Luengo, Danail Stoyanov, Nicolas Toussaint, Enki Cho, Hyeon Bae Kim, Oh Sung Choo, Ka Young Kim, Seong Tae Kim, Gonçalo Arantes, Kehan Song, Jianjun Zhu, Junchen Xiong, Tingyi Lin, Shunsuke Kikuchi, Hiroki Matsuzaki, Atsushi Kouno, João Renato Ribeiro Manesco, João Paulo Papa, Tae-Min Choi, Tae Kyeong Jeong, Juyoun Park, Oluwatosin Alabi, Meng Wei, Tom Vercauteren, Runzhi Wu, Mengya Xu, An Wang, Long Bai, Hongliang Ren, Amine Yamlahi, Jakob Hennighausen, Lena Maier-Hein, Satoshi Kondo, Satoshi Kasai, Kousuke Hirasawa, Shu Yang, Yihui Wang, Hao Chen, Santiago Rodríguez, Nicolás Aparicio, Leonardo Manrique, Juan Camilo Lyons, Olivia Hosie, Nicolás Ayobi, Pablo Arbeláez, Yiping Li, Yasmina Al Khalil, Sahar Nasirihaghighi, Stefanie Speidel, Daniel Rueckert, Hubertus Feussner, Dirk Wilhelm, Christoph Palm
2026 — conf
Improving Generalization in Mitotic Cell Detection via Domain Transformations.
Bildverarbeitung für die Medizin
Max Gutbrod, David Rauber, Christoph Palm
2025 J jnl
Comparative validation of surgical phase recognition, instrument keypoint estimation, and instrument instance segmentation in endoscopy: Results of the PhaKIR 2024 challenge.
CoRR
Tobias Rueckert, David Rauber, Raphaela Maerkl, Leonard Klausmann, Suemeyye R. Yildiran, Max Gutbrod, Danilo Weber Nunes, Alvaro Fernandez Moreno, Imanol Luengo, Danail Stoyanov, Nicolas Toussaint, Enki Cho, Hyeon Bae Kim, Oh Sung Choo, Ka Young Kim, Seong Tae Kim, Gonçalo Arantes, Kehan Song, Jianjun Zhu, Junchen Xiong, Tingyi Lin, Shunsuke Kikuchi, Hiroki Matsuzaki, Atsushi Kouno, João Renato Ribeiro Manesco, João Paulo Papa, Tae-Min Choi, Tae Kyeong Jeong, Juyoun Park, Oluwatosin Alabi, Meng Wei, Tom Vercauteren, Runzhi Wu, Mengya Xu, An Wang, Long Bai, Hongliang Ren, Amine Yamlahi, Jakob Hennighausen, Lena Maier-Hein, Satoshi Kondo, Satoshi Kasai, Kousuke Hirasawa, Shu Yang, Yihui Wang, Hao Chen, Santiago Rodríguez, Nicolás Aparicio, Leonardo Manrique, Juan Camilo Lyons, Olivia Hosie, Nicolás Ayobi, Pablo Arbeláez, Yiping Li, Yasmina Al Khalil, Sahar Nasirihaghighi, Stefanie Speidel, Daniel Rueckert, Hubertus Feussner, Dirk Wilhelm, Christoph Palm
2025 — conf
DIY Challenge Blueprint: From Organization to Technical Realization in Biomedical Image Analysis.
MICCAI (11)
Leonard Klausmann, Tobias Rueckert, David Rauber, Raphaela Maerkl, Suemeyye R. Yildiran, Max Gutbrod, Christoph Palm
2025 J jnl
Enhancing generalization in zero-shot multi-label endoscopic instrument classification.
Int. J. Comput. Assist. Radiol. Surg.
Raphaela Maerkl, Tobias Rueckert, David Rauber, Max Gutbrod, Danilo Weber Nunes, Christoph Palm
2025 A* conf
OpenMIBOOD: Open Medical Imaging Benchmarks for Out-Of-Distribution Detection.
CVPR
Max Gutbrod, David Rauber, Danilo Weber Nunes, Christoph Palm
2025 J jnl
OpenMIBOOD: Open Medical Imaging Benchmarks for Out-Of-Distribution Detection.
CoRR
Max Gutbrod, David Rauber, Danilo Weber Nunes, Christoph Palm
2025 — conf
Self-supervised 3D Vision Transformer Pre-training for Robust Brain Tumor Classification.
Bildverarbeitung für die Medizin
Danilo Weber Nunes, David Rauber, Christoph Palm
2025 J jnl
Video Dataset for Surgical Phase, Keypoint, and Instrument Recognition in Laparoscopic Surgery (PhaKIR).
CoRR
Tobias Rueckert, Raphaela Maerkl, David Rauber, Leonard Klausmann, Max Gutbrod, Daniel Rueckert, Hubertus Feussner, Dirk Wilhelm, Christoph Palm
2024 — conf
Data Augmentation for Images of Chronic Foot Wounds.
Bildverarbeitung für die Medizin
Max Gutbrod, Benedikt Geisler, David Rauber, Christoph Palm
2024 J jnl
Layer-selective deep representation to improve esophageal cancer classification.
Medical Biol. Eng. Comput.
Luis Antônio de Souza, Leandro A. Passos, Marcos Cleison S. Santana, Robert Mendel, David Rauber, Alanna Ebigbo, Andreas Probst, Helmut Messmann, João Paulo Papa, Christoph Palm
2023 J jnl
Error-Correcting Mean-Teacher: Corrections instead of consistency-targets applied to semi-supervised medical image segmentation.
Comput. Biol. Medicine
Robert Mendel, David Rauber, Luis Antônio de Souza, João P. Papa, Christoph Palm
2023 — conf
Exploring the Effects of Contrastive Learning on Homogeneous Medical Image Data.
Bildverarbeitung für die Medizin
Robert Mendel, David Rauber, Christoph Palm
2022 — conf
Analysis of Celiac Disease with Multimodal Deep Learning.
Bildverarbeitung für die Medizin
David Rauber, Robert Mendel, Markus W. Scheppach, Alanna Ebigbo, Helmut Messmann, Christoph Palm
2021 — conf
Abstract: Semi-supervised Segmentation Based on Error-correcting Supervision.
Bildverarbeitung für die Medizin
Robert Mendel, Luis Antônio de Souza Júnior, David Rauber, João Paulo Papa, Christoph Palm
2020 J jnl
2018 Robotic Scene Segmentation Challenge.
CoRR
Max Allan, Satoshi Kondo, Sebastian Bodenstedt, Stefan Leger, Rahim Kadkhodamohammadi, Imanol Luengo, Félix Fuentes-Hurtado, Evangello Flouty, Ahmed Kedir Mohammed, Marius Pedersen, Avinash Kori, Alex Varghese, Ganapathy Krishnamurthi, David Rauber, Robert Mendel, Christoph Palm, Sophia Bano, Guinther Saibro, Chi-Sheng Shih, Hsun-An Chiang, Juntang Zhuang, Junlin Yang, Vladimir Iglovikov, Anton Dobrenkii, Madhu Reddiboina, Anubhav Reddy, Xingtong Liu, Cong Gao, Mathias Unberath, Mahdi Azizian, Danail Stoyanov, Lena Maier-Hein, Stefanie Speidel
2020 — conf
Semi-supervised Segmentation Based on Error-Correcting Supervision.
ECCV (29)
Robert Mendel, Luis Antônio de Souza, David Rauber, João Paulo Papa, Christoph Palm
2019 — conf
Automatic Detection of Tumor Buds in Pan-Cytokeratin Stained Colorectal Cancer Sections by a Hybrid Image Analysis Approach.
ECDP
Matthias Bergler, Michaela Benz, David Rauber, David Hartmann, Malte Kötter, Markus Eckstein, Regine Schneider-Stock, Arndt Hartmann, Susanne Merkel, Volker Bruns, Thomas Wittenberg, Carol Geppert
2018 — conf
Stitching Pathological Tissue Images using DOP Feature Tracking.
Bildverarbeitung für die Medizin
Matthias Bergler, Maximilian Weiherer, Tobias Bergen, Malte Avenhaus, David Rauber, Thomas Wittenberg, Christian Münzenmayer, Michaela Benz