| 2025 | MICCAI | Spatial Aggregation for Semi-supervised Active Learning in 3D Medical Image Segmentation. | Siteng Ma, Honghui Du, Dairui Liu, Kathleen M. Curran, Aonghus Lawlor, Ruihai Dong |
| 2025 | MICCAI | Anatomy-Preserving Counterfactual Edits in Breast MRI via Guided Diffusion. | Bulat Maksudov, Kathleen M. Curran, Alessandra Mileo |
| 2025 | MICCAI | Fusing Radiomic Features with Deep Representations for Gestational Age Estimation in Fetal Ultrasound Images. | Fangyijie Wang, Yuan Liang, Sourav Bhattacharjee, Abey Campbell, Kathleen M. Curran, Gunol C. M. Silvestre |
| 2025 | VISIGRAPP | Differential Diagnosis of Brain Diseases Using Ensemble Learning and Explainable AI. | Nighat Bibi, Kathleen M. Curran, Jane Courtney |
| 2024 | CVPR | Test-Time Adaptation with SaLIP: A Cascade of SAM and CLIP for Zero-shot Medical Image Segmentation. | Sidra Aleem, Fangyijie Wang, Mayug Maniparambil, Eric Arazo, Julia Dietlmeier, Kathleen M. Curran, Noel E. O'Connor, Suzanne Little |
| 2024 | MICCAI | Adaptive Curriculum Query Strategy for Active Learning in Medical Image Classification. | Siteng Ma, Honghui Du, Kathleen M. Curran, Aonghus Lawlor, Ruihai Dong |
| 2024 | MICCAI | Generative Diffusion Model Bootstraps Zero-Shot Classification of Fetal Ultrasound Images in Underrepresented African Populations. | Fangyijie Wang, Kevin M. Whelan, Gunol C. M. Silvestre, Kathleen M. Curran |
| 2023 | CVPR | FewSOME: One-Class Few Shot Anomaly Detection with Siamese Networks. | Niamh Belton, Misgina Tsighe Hagos, Aonghus Lawlor, Kathleen M. Curran |
| 2023 | DIS | Unlearning Spurious Correlations in Chest X-Ray Classification. | Misgina Tsighe Hagos, Kathleen M. Curran, Brian Mac Namee |
| 2023 | ICTAI | Distance-Aware eXplanation Based Learning. | Misgina Tsighe Hagos, Niamh Belton, Kathleen M. Curran, Brian Mac Namee |
| 2023 | SGAI | Interpretable Weighted Siamese Network to Predict the Time to Onset of Alzheimer's Disease from MRI Images. | Misgina Tsighe Hagos, Niamh Belton, Ronan P. Killeen, Kathleen M. Curran, Brian Mac Namee |
| 2022 | ECAI | Interpretable Identification of Mild Cognitive Impairment Progression Using Stereotactic Surface Projections. | Misgina Tsighe Hagos, Ronan P. Killeen, Kathleen M. Curran, Brian Mac Namee |
| 2022 | ISMIS | Impact of Feedback Type on Explanatory Interactive Learning. | Misgina Tsighe Hagos, Kathleen M. Curran, Brian Mac Namee |
| 2020 | iLRN | Doctoral Colloquium - A Snapshot of the Future: Virtual and Augmented Reality Training for Radiology. | Xuanhui Xu, Eleni E. Mangina, David Kilroy, Kathleen M. Curran, John J. Healy, Abraham G. Campbell |
| 2015 | CEC | Deep evolution of image representations for handwritten digit recognition. | Alexandros Agapitos, Michael O'Neill, Miguel Nicolau, David Fagan, Ahmed Kattan, Anthony Brabazon, Kathleen M. Curran |
| 2011 | IMVIP | Similarity Measures for Cardiac Diffusion Tensor Imaging Registration. | Carla Gil, Adrianus J. Bakermans, Baastian J. van Nierop, Gustav J. Strijkers, Hans C. van Assen, Kathleen M. Curran |