Context-Aware Data Augmentation for Detection, Segmentation, and Quantitative Analysis of Mitotic Figures in Melanoma Whole-Slide Images
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Mitotic figure counting is critical for evaluating melanoma proliferation and prognosis, but manual counting is subjective and poorly reproducible, and the sparse distribution of mitotic figures in whole-slide images leads to a scarcity of training data. To ad... ...