A combined segmentation and classification teacher-student model scored F1 0.7660 for mitosis detection and balanced accuracy 0.8418 for atypical mitosis classification on the MIDOG 2025 preliminary test set.
Measuring domain shift for deep learning in histopathology
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Teacher-Student Model for Detecting and Classifying Mitosis in the MIDOG 2025 Challenge
A combined segmentation and classification teacher-student model scored F1 0.7660 for mitosis detection and balanced accuracy 0.8418 for atypical mitosis classification on the MIDOG 2025 preliminary test set.