| 2025 | MICCAI | When Tracking Fails: Analyzing Failure Modes of SAM2 for Point-Based Tracking in Surgical Videos. | Woowon Jang, Jiwon Im, Juseung Choi, Niki Rashidian, Wesley De Neve, Utku Ozbulak |
| 2025 | MICCAI | Towards Affordable Tumor Segmentation and Visualization for 3D Breast MRI Using SAM2. | Solha Kang, Eugene Kim, Joris Vankerschaver, Utku Ozbulak |
| 2025 | MICCAI | Balancing Redundancy and Diversity: An In-Depth Analysis of Active Learning for Laparoscopic Video Segmentation. | Seyed Amir Mousavi, Esla Timothy Anzaku, Utku Ozbulak, Robbe De Muynck, Francesca Tozzi, Nikdokht Rashidian, Wouter Willaert, Wesley De Neve |
| 2025 | MICCAI | Revisiting the Evaluation Bias Introduced by Frame Sampling Strategies in Surgical Video Segmentation Using SAM2. | Utku Ozbulak, Seyed Amir Mousavi, Francesca Tozzi, Niki Rashidian, Wouter Willaert, Wesley De Neve, Joris Vankerschaver |
| 2025 | MICCAI | SpurBreast: A Curated Dataset for Investigating Spurious Correlations in Real-World Breast MRI Classification. | Jongbum Won, Wesley De Neve, Joris Vankerschaver, Utku Ozbulak |
| 2024 | IJCNN | Self-supervised Benchmark Lottery on ImageNet: Do Marginal Improvements Translate to Improvements on Similar Datasets? | Utku Ozbulak, Esla Timothy Anzaku, Solha Kang, Wesley De Neve, Joris Vankerschaver |
| 2024 | MICCAI | Evaluating Visual Explanations of Attention Maps for Transformer-Based Medical Imaging. | Minjae Chung, Jong Bum Won, Ganghyun Kim, Yujin Kim, Utku Ozbulak |
| 2024 | MICCAI | Color Flow Imaging Microscopy Improves Identification of Stress Sources of Protein Aggregates in Biopharmaceuticals. | Michaela Cohrs, Shiwoo Koak, Yejin Lee, Yu Jin Sung, Wesley De Neve, Hristo L. Svilenov, Utku Ozbulak |
| 2024 | MICCAI | Exploring Patient Data Requirements in Training Effective AI Models for MRI-Based Breast Cancer Classification. | Solha Kang, Wesley De Neve, Franois Rameau, Utku Ozbulak |
| 2021 | BMVC | Selection of Source Images Heavily Influences the Effectiveness of Adversarial Attacks. | Utku Ozbulak, Esla Timothy Anzaku, Wesley De Neve, Arnout Van Messem |
| 2019 | IJCNN | Not All Adversarial Examples Require a Complex Defense: Identifying Over-optimized Adversarial Examples with IQR-based Logit Thresholding. | Utku Ozbulak, Arnout Van Messem, Wesley De Neve |
| 2019 | MICCAI | Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation. | Utku Ozbulak, Arnout Van Messem, Wesley De Neve |