Piotr Kalinowski

11 papers Journal 7Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
6 Fingers, 1 Kidney: Natural Adversarial Medical Images Reveal Critical Weaknesses of Vision-Language Models.
CoRR
Leon D. Mayer, Piotr Kalinowski, Caroline Ebersbach, Marcel Knopp, Tim Rädsch, Evangelia Christodoulou, Annika Reinke, Fiona R. Kolbinger, Lena Maier-Hein
2025 J jnl
False Promises in Medical Imaging AI? Assessing Validity of Outperformance Claims.
CoRR
Evangelia Christodoulou, Annika Reinke, Pascaline Andrè, Patrick Godau, Piotr Kalinowski, Rola Houhou, Selen Erkan, Carole H. Sudre, Ninon Burgos, Sofiène Boutaj, Sophie Loizillon, Maëlys Solal, Veronika Cheplygina, Charles Heitz, Michal Kozubek, Michela Antonelli, Nicola Rieke, Antoine Gilson, Leon D. Mayer, Minu Dietlinde Tizabi, Manuel Jorge Cardoso, Amber L. Simpson, Annette Kopp-Schneider, Gaël Varoquaux, Olivier Colliot, Lena Maier-Hein
2025 J jnl
Navigating prevalence shifts in image analysis algorithm deployment.
Medical Image Anal.
Patrick Godau, Piotr Kalinowski, Evangelia Christodoulou, Annika Reinke, Minu Tizabi, Luciana Ferrer, Paul Jäger, Lena Maier-Hein
2025 — conf
Smarter Self-distillation: Optimizing the Teacher for Surgical Video Applications.
MICCAI (9)
Amine Yamlahi, Piotr Kalinowski, Patrick Godau, Rayan Younis, Martin Wagner, Beat Müller, Lena Maier-Hein
2024 — conf
Confidence Intervals Uncovered: Are We Ready for Real-World Medical Imaging AI?
MICCAI (10)
Evangelia Christodoulou, Annika Reinke, Rola Houhou, Piotr Kalinowski, Selen Erkan, Carole H. Sudre, Ninon Burgos, Sofiène Boutaj, Sophie Loizillon, Maëlys Solal, Nicola Rieke, Veronika Cheplygina, Michela Antonelli, Leon D. Mayer, Minu Dietlinde Tizabi, M. Jorge Cardoso, Amber L. Simpson, Paul F. Jäger, Annette Kopp-Schneider, Gaël Varoquaux, Olivier Colliot, Lena Maier-Hein
2024 J jnl
Confidence intervals uncovered: Are we ready for real-world medical imaging AI?
CoRR
Evangelia Christodoulou, Annika Reinke, Rola Houhou, Piotr Kalinowski, Selen Erkan, Carole H. Sudre, Ninon Burgos, Sofiène Boutaj, Sophie Loizillon, Maëlys Solal, Nicola Rieke, Veronika Cheplygina, Michela Antonelli, Leon D. Mayer, Minu Dietlinde Tizabi, Manuel Jorge Cardoso, Amber L. Simpson, Paul F. Jäger, Annette Kopp-Schneider, Gaël Varoquaux, Olivier Colliot, Lena Maier-Hein
2023 — conf
Deployment of Image Analysis Algorithms Under Prevalence Shifts.
MICCAI (3)
Patrick Godau, Piotr Kalinowski, Evangelia Christodoulou, Annika Reinke, Minu Tizabi, Luciana Ferrer, Paul F. Jäger, Lena Maier-Hein
2023 J jnl
Deployment of Image Analysis Algorithms under Prevalence Shifts.
CoRR
Patrick Godau, Piotr Kalinowski, Evangelia Christodoulou, Annika Reinke, Minu Tizabi, Luciana Ferrer, Paul Jäger, Lena Maier-Hein
2020 J jnl
Adversarial attacks on deep learning models for fatty liver disease classification by modification of ultrasound image reconstruction method.
CoRR
Michal Byra, Grzegorz Styczynski, Cezary Szmigielski, Piotr Kalinowski, Lukasz Michalowski, Rafal Paluszkiewicz, Bogna Ziarkiewicz-Wroblewska, Krzysztof Zieniewicz, Andrzej Nowicki
2018 J jnl
Transfer learning with deep convolutional neural network for liver steatosis assessment in ultrasound images.
Int. J. Comput. Assist. Radiol. Surg.
Michal Byra, Grzegorz Styczynski, Cezary Szmigielski, Piotr Kalinowski, Lukasz Michalowski, Rafal Paluszkiewicz, Hanna Piotrzkowska-Wróblewska, Krzysztof Zieniewicz, Piotr Sobieraj, Andrzej Nowicki
2010 — conf
Methods of Task Redistribution in Multiagent Systems.
KES-AMSTA (1)
Piotr Kalinowski, Radoslaw P. Katarzyniak