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

Confidence Intervals Uncovered: Are We Ready for Real-World Medical Imaging AI? - Christodoulou, Evangelia; Reinke, Annika; Houhou, Rola; Kalinowski, Piotr; Erkan, Selen; Sudre, Carole H.; Burgos, Ninon; Boutaj, Sofiène; Loizillon, Sophie; Solal, Maëlys; Rieke, Nicola; Cheplygina, Veronika; et al. (2024)

Confidence intervals uncovered: Are we ready for real-world medical imaging AI? - Christodoulou, Evangelia; Reinke, Annika; Houhou, Rola; Kalinowski, Piotr; Erkan, Selen; Sudre, Carole H.; Burgos, Ninon; Boutaj, Sofiène; Loizillon, Sophie; Solal, Maëlys; Rieke, Nicola; Cheplygina, Veronika; et al. (CoRR, 2024)

Deployment of Image Analysis Algorithms Under Prevalence Shifts. - Godau, Patrick; Kalinowski, Piotr; Christodoulou, Evangelia; Reinke, Annika; Tizabi, Minu; Ferrer, Luciana; Jäger, Paul F.; Maier-Hein, Lena (2023)

Deployment of Image Analysis Algorithms under Prevalence Shifts. - Godau, Patrick; Kalinowski, Piotr; Christodoulou, Evangelia; Reinke, Annika; Tizabi, Minu; Ferrer, Luciana; Jäger, Paul; Maier-Hein, Lena (CoRR, 2023)

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

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

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