July 21, 2025Open Access

Subphase-Labeled Mitotic Dataset for AI-powered Cell Division Analysis

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New dataset improves mitosis detection accuracy in digital pathology, suggesting better tumor assessment through subphase classification.

New dataset provides subphase-labeled mitotic figures to assist in AI-powered cell division analysis.
Subphase classification enhances the detection of mitotic index, crucial for tumor grading in patients.
Derived from the MIDOG++ dataset, the dataset includes diverse cancer types for better applicability.
Improving domain generalization can lead to better understanding of mitosis at the molecular level.

Iván et al. (2025) studied this question.

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