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. Author manuscript; available in PMC: 2022 Feb 23.
Published in final edited form as: IEEE Access. 2021 Dec 6;9:163526–163541. doi: 10.1109/ACCESS.2021.3132958

FIGURE 10.

FIGURE 10.

Comparison of ROC curves with state-of-the-art WSI classification methods on the test set. Here, SSC denotes single input scale (10 ). MSC denotes multiple input scales (7.5x, 10x, 12.5x), while MSC* denotes 10x, 20x. Overall, the MS-DA-MIL method of Hashimoto et al. [8] delivers the best performance of all other existing methods. 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).