Research Article
Skin Lesion Classification Using Additional Patient Information
Table 1
Results of ISIC 2018 challenge winners from the legacy leaderboard (rows 1-3) and our proposed models (rows 4–6). Among the 16,888 images, there are 15,316 images from ISIC19 dataset, 170 images from the MED-NODE dataset, 533 from the seven-point dataset, 120 from the PH2 dataset, and the remaining data are from our own collected data.
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FL: focal loss; CE: cross-entropy loss. |