Patrick Godau

Postdoctoral researcher, Inteilligent Medical Systems, Deutsches Krebsforschungszentrum

Joined

December 2020

Names

Patrick Godau (Preferred)

Patrick Scholz

Emails

****@dkfz-heidelberg.de (Confirmed)

Personal Links

Career & Education History

Postdoctoral researcher

Inteilligent Medical Systems, Deutsches Krebsforschungszentrum (dkfz-heidelberg.de)

2025 – Present

PhD student

Intelligent Medical Systems, German Cancer Research Center (dkfz-heidelberg.de)

2019 – 2025

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

CholecTriplet2022: Show me a tool and tell me the triplet - An endoscopic vision challenge for surgical action triplet detection
Chinedu Innocent Nwoye, Tong Yu, Saurav Sharma, Aditya Murali, Deepak Alapatt, Armine Vardazaryan, Kun Yuan, Jonas Hajek, Wolfgang Reiter, Amine Yamlahi, Finn-Henri Smidt, Xiaoyang Zou, Guoyan Zheng, Bruno Oliveira, Helena R. Torres, Satoshi Kondo, Satoshi Kasai, Felix Holm, Ege Özsoy, Shuangchun Gui et al. (29 additional authors not shown)
- Published: 01 Jan 2023, Last Modified: 09 Nov 2023
- Medical Image Anal. 2023
- Readers: Everyone
Sources of performance variability in deep learning-based polyp detection
Thuy Nuong Tran, Tim J. Adler, Amine Yamlahi, Evangelia Christodoulou, Patrick Godau, Annika Reinke, Minu Dietlinde Tizabi, Peter Sauer, Tillmann Persicke, Jörg Gerhard Albert, Lena Maier-Hein
- Published: 01 Jan 2023, Last Modified: 06 Nov 2023
- Int. J. Comput. Assist. Radiol. Surg. 2023
- Readers: Everyone
Beyond rankings: Learning (more) from algorithm validation
Tobias Roß, Pierangela Bruno, Annika Reinke, Manuel Wiesenfarth, Lisa Koeppel, Peter M. Full, Bünyamin Pekdemir, Patrick Godau, Darya Trofimova, Fabian Isensee, Tim J. Adler, Thuy Nuong Tran, Sara Moccia, Francesco Calimeri, Beat P. Müller-Stich, Annette Kopp-Schneider, Lena Maier-Hein
- Published: 01 Jan 2023, Last Modified: 06 Nov 2023
- Medical Image Anal. 2023
- Readers: Everyone
Understanding metric-related pitfalls in image analysis validation
Annika Reinke, Minu Tizabi, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, A. Emre Kavur, Tim Rädsch, Carole H. Sudre, Laura Ación, Michela Antonelli, Tal Arbel, Spyridon Bakas, Arriel Benis, Matthew B. Blaschko, Florian Büttner, M. Jorge Cardoso, Veronika Cheplygina, Jianxu Chen, Evangelia Christodoulou, Beth A. Cimini et al. (58 additional authors not shown)
- 2023 (modified: 02 Mar 2023)
- CoRR 2023
- Readers: Everyone
CholecTriplet2022: Show me a tool and tell me the triplet - an endoscopic vision challenge for surgical action triplet detection
Chinedu Innocent Nwoye, Tong Yu, Saurav Sharma, Aditya Murali, Deepak Alapatt, Armine Vardazaryan, Kun Yuan, Jonas Hajek, Wolfgang Reiter, Amine Yamlahi, Finn-Henri Smidt, Xiaoyang Zou, Guoyan Zheng, Bruno Oliveira, Helena R. Torres, Satoshi Kondo, Satoshi Kasai, Felix Holm, Ege Özsoy, Shuangchun Gui et al. (29 additional authors not shown)
- 2023 (modified: 11 Mar 2023)
- CoRR 2023
- Readers: Everyone
Why is the winner the best?
Matthias Eisenmann, Annika Reinke, Vivienn Weru, Minu Dietlinde Tizabi, Fabian Isensee, Tim J. Adler, Sharib Ali, Vincent Andrearczyk, Marc Aubreville, Ujjwal Baid, Spyridon Bakas, Niranjan Balu, Sophia Bano, Jorge Bernal, Sebastian Bodenstedt, Alessandro Casella, Veronika Cheplygina, Marie Daum, Marleen de Bruijne, Adrien Depeursinge et al. (31 additional authors not shown)
- 2023 (modified: 25 Apr 2023)
- CoRR 2023
- Readers: Everyone
Deployment of Image Analysis Algorithms under Prevalence Shifts
Patrick Godau, Piotr Kalinowski, Evangelia Christodoulou, Annika Reinke, Minu Tizabi, Luciana Ferrer, Paul Jäger, Lena Maier-Hein
- Published: 01 Jan 2023, Last Modified: 03 May 2023
- CoRR 2023
- Readers: Everyone
Deployment of Image Analysis Algorithms Under Prevalence Shifts
Patrick Godau, Piotr Kalinowski, Evangelia Christodoulou, Annika Reinke, Minu Tizabi, Luciana Ferrer, Paul F. Jäger, Lena Maier-Hein
- Published: 01 Jan 2023, Last Modified: 06 Nov 2023
- MICCAI (3) 2023
- Readers: Everyone
Self-distillation for Surgical Action Recognition
Amine Yamlahi, Thuy Nuong Tran, Patrick Godau, Melanie Schellenberg, Dominik Michael, Finn-Henri Smidt, Jan-Hinrich Nölke, Tim J. Adler, Minu Dietlinde Tizabi, Chinedu Innocent Nwoye, Nicolas Padoy, Lena Maier-Hein
- Published: 01 Jan 2023, Last Modified: 24 Jan 2024
- MICCAI (9) 2023
- Readers: Everyone
Self-distillation for surgical action recognition
Amine Yamlahi, Thuy Nuong Tran, Patrick Godau, Melanie Schellenberg, Dominik Michael, Finn-Henri Smidt, Jan-Hinrich Nölke, Tim Adler, Minu Dietlinde Tizabi, Chinedu Innocent Nwoye, Nicolas Padoy, Lena Maier-Hein
- Published: 01 Jan 2023, Last Modified: 24 Jan 2024
- CoRR 2023
- Readers: Everyone

View all 27 publications

Co-Authors

View all 291 co-authors