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Comparison of class-wise accuracy with state-of-the-art WSI classification methods on the test set. Diagnostic terms are defined as the following: mild and moderate dysplastic nevi (MMD), melanoma in situ (MIS), invasive melanoma stage pT1a (pT1a), invasive melanoma stage ≥pT1b (pT1b). Overall, ScATNet delivered better performance across all diagnostic categories except the pT1b category.
