Domain adaptation, Explainability & Fairness in AI for Medical Image Analysis: Diagnosis of COVID-19 based on 3-D Chest CT-scans. - Dimitrios Kollias; Anastasios Arsenos; Stefanos Kollias (CVPR Workshops, 2024)

Estimating the Robustness Radius for Randomized Smoothing with 100× Sample Efficiency. - Emmanouil Seferis; Stefanos Kollias; Chih-Hong Cheng (ECAI, 2024)

Self-Supervised Learning for Visual Relationship Detection through Masked Bounding Box Reconstruction. - Zacharias Anastasakis; Dimitrios Mallis; Markos Diomataris; George Alexandridis; Stefanos Kollias; Vassilis Pitsikalis (WACV, 2024)

SAM2CLIP2SAM: Vision Language Model for Segmentation of 3D CT Scans for Covid-19 Detection. - Dimitrios Kollias; Anastasios Arsenos; James Wingate; Stefanos Kollias (EAI Endorsed Trans. Pervasive Health Technol., 2024)

Enhancing Few-Shot Medical Image Classification with Supervised Patch-Token Knowledge Distillation. - Vasileios Karampinis; Anastasios Arsenos; Dimitrios Kollias; Stefanos Kollias; Athanasios Voulodimos (DSP, 2025)