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eess.IV2025
Is Synthetic Image Augmentation Useful for Imbalanced Classification Problems? Case-Study on the MIDOG2025 Atypical Cell Detection Competition
Leire Benito-Del-Valle, Pedro A. Moreno-Sánchez, Itziar Egusquiza +4
The MIDOG 2025 challenge extends prior work on mitotic figure detection by introducing a new Track 2 on atypical mitosis classification. This task aims to distinguish normal from a…
eess.IV2025
AI-Assisted Colonoscopy: Polyp Detection and Segmentation using Foundation Models
Uxue Delaquintana-Aramendi, Leire Benito-del-Valle, Aitor Alvarez-Gila +5
In colonoscopy, 80% of the missed polyps could be detected with the help of Deep Learning models. In the search for algorithms capable of addressing this challenge, foundation mode…