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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 6.

FIGURE 6.

Effect of single and multiple input scales. For single and multiple input scales, we compared the overall performance of ScATNet across different metrics in (a) while in (b), we compared the class-wise accuracy. With multiple input scales, overall and class-wise performance, especially in invasive cancer categories (pT1a and pT1b), of ScATNet improved across all evaluation metrics. 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).