Navigating prevalence shifts in image analysis algorithm deployment - Patrick Godau; Piotr Kalinowski; Evangelia Christodoulou; Annika Reinke; Minu Tizabi; Luciana Ferrer; Paul Jäger; Lena Maier-Hein (Medical Image Anal., 2025)

Confidence Intervals Uncovered: Are We Ready for Real-World Medical Imaging AI? - 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; et al. (Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part X, 2024)

Confidence intervals uncovered: Are we ready for real-world medical imaging AI? - 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; et al. (CoRR, 2024)

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 (Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 - 26th International Conference, Vancouver, BC, Canada, October 8-12, 2023, Proceedings, Part III, 2023)

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 (CoRR, 2023)

Adversarial attacks on deep learning models for fatty liver disease classification by modification of ultrasound image reconstruction method - Michal Byra; Grzegorz Styczynski; Cezary Szmigielski; Piotr Kalinowski; Lukasz Michalowski; Rafal Paluszkiewicz; Bogna Ziarkiewicz-Wroblewska; Krzysztof Zieniewicz; Andrzej Nowicki (CoRR, 2020)

Transfer learning with deep convolutional neural network for liver steatosis assessment in ultrasound images - Michal Byra; Grzegorz Styczynski; Cezary Szmigielski; Piotr Kalinowski; Lukasz Michalowski; Rafal Paluszkiewicz; Hanna Piotrzkowska-Wróblewska; Krzysztof Zieniewicz; Piotr Sobieraj; Andrzej Nowicki (Int. J. Comput. Assist. Radiol. Surg., 2018)

Methods of Task Redistribution in Multiagent Systems - Piotr Kalinowski; Radoslaw P. Katarzyniak (Agent and Multi-Agent Systems: Technologies and Applications, 4th KES International Symposium, KES-AMSTA 2010, Gdynia, Poland, June 23-25, 2010, Proceedings. Part I, 2010)