Methods of Task Redistribution in Multiagent Systems. - Piotr Kalinowski; Radoslaw P. Katarzyniak (KES-AMSTA (1), 2010)

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)

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)

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 (MICCAI (3), 2023)

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. (MICCAI (10), 2024)

Navigating prevalence shifts in image analysis algorithm deployment. - Patrick Godau; Piotr Kalinowski; Evangelia Christodoulou; Annika Reinke; Minu Tizabi; Luciana Ferrer; Paul Jäger 002; Lena Maier-Hein (Medical Image Anal., 2025)

False Promises in Medical Imaging AI? Assessing Validity of Outperformance Claims. - 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; et al. (CoRR, 2025)