Extended Data Fig. 5: Quantitative skin lesion segmentation results. | Nature Medicine

Extended Data Fig. 5: Quantitative skin lesion segmentation results.

From: A multimodal vision foundation model for clinical dermatology

Extended Data Fig. 5: Quantitative skin lesion segmentation results.The alternative text for this image may have been generated using AI.

a, b. Segmentation performance measured by dice score (DSC) and Jaccard index (JAC) for PanDerm and baseline models on ISIC2018 (n=2,074 dermoscopic images) and HAM10000 (n=7,011 dermoscopic images) datasets. c, d. Label efficiency generalization performance for PanDerm and baselines, showing mean DSC and JAC on ISIC2018 and HAM10000 datasets. Error bars in a, b indicate 95% confidence intervals; bar centers represent mean values; points in c, d denote mean values. All estimates are derived from five replicas with different seeds. Statistical significance was assessed using two-sided t-tests.

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