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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 9.

FIGURE 9.

Receiver operating characteristic (ROC) curves of ScATNet with different numbers of input scales. For a single scale (a-c), the performance improves with the input scale, especially for invasive cancers. For two scale combinations (d-f), we do not observe significant gains. However, a combination of smaller and larger input scales (7.5x and 12.5x) delivered good performance across all diagnostic classes. 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).