| 2026 | WACV | Quantifying the Limits of Segmentation Foundation Models: Modeling Challenges in Segmenting Tree-Like and Low-Contrast Objects. | Yixin Zhang, Nicholas Konz, Kevin Kramer, Maciej A. Mazurowski |
| 2025 | MICCAI | Are Vision Foundation Models Ready for Out-of-the-Box Medical Image Registration? | Hanxue Gu, Yaqian Chen, Nicholas Konz, Qihang Li, Maciej A. Mazurowski |
| 2025 | MICCAI | BreastSegNet: Multi-label Segmentation of Breast MRI. | Qihang Li, Jichen Yang, Yaqian Chen, Yuwen Chen, Hanxue Gu, Lars J. Grimm, Maciej A. Mazurowski |
| 2024 | CVPR | Medical Image Segmentation with InTEnt: Integrated Entropy Weighting for Single Image Test-Time Adaptation. | Haoyu Dong, Nicholas Konz, Hanxue Gu, Maciej A. Mazurowski |
| 2024 | ICLR | The Effect of Intrinsic Dataset Properties on Generalization: Unraveling Learning Differences Between Natural and Medical Images. | Nicholas Konz, Maciej A. Mazurowski |
| 2024 | MICCAI | Anatomically-Controllable Medical Image Generation with Segmentation-Guided Diffusion Models. | Nicholas Konz, Yuwen Chen, Haoyu Dong, Maciej A. Mazurowski |
| 2022 | MICCAI | The Intrinsic Manifolds of Radiological Images and Their Role in Deep Learning. | Nicholas Konz, Hanxue Gu, Haoyu Dong, Maciej A. Mazurowski |
| 2022 | MICCAI | Lightweight Transformer Backbone for Medical Object Detection. | Yifan Zhang, Haoyu Dong, Nicholas Konz, Hanxue Gu, Maciej A. Mazurowski |
| 2009 | IJCNN | The effect of class imbalance on case selection for case-based classifiers, with emphasis on computer-aided diagnosis systems. | Jordan M. Malof, Maciej A. Mazurowski, Georgia D. Tourassi |
| 2009 | IJCNN | Evaluating classifiers: Relation between area under the receiver operator characteristic curve and overall accuracy. | Maciej A. Mazurowski, Georgia D. Tourassi |
| 2008 | IJCNN | Computational intelligence virtual community: Framework and implementation issues. | Jacek M. Zurada, Janusz Wojtusiak, Fahmida Chowdhury, James E. Gentle, Cedric J. Jeannot, Maciej A. Mazurowski |
| 2007 | CEC | Case-base reduction for a computer assisted breast cancer detection system using genetic algorithms. | Maciej A. Mazurowski, Piotr A. Habas, Georgia D. Tourassi, Jacek M. Zurada |
| 2007 | CEC | Solving decentralized multi-agent control problems with genetic algorithms. | Maciej A. Mazurowski, Jacek M. Zurada |
| 2007 | IJCNN | Impact of Low Class Prevalence on the Performance Evaluation of Neural Network Based Classifiers: Experimental Study in the Context of Computer-Assisted Medical Diagnosis. | Maciej A. Mazurowski, Piotr A. Habas, Georgia D. Tourassi, Jacek M. Zurada |
| 2007 | IJCNN | Stacked Generalization in Computer-Assisted Decision Systems: Empirical Comparison of Data Handling Schemes. | Georgia D. Tourassi, Jonathan L. Jesneck, Maciej A. Mazurowski, Piotr A. Habas |