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20172026
most citedUnderstanding metric-related pitfalls in image analysis validation

204 citations · 542 across the 31 of their papers we have counts for

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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…