Category: 7. Maths

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  • Dermatologist-like explainable AI enhances melanoma diagnosis accuracy: eye-tracking study

    Dermatologist-like explainable AI enhances melanoma diagnosis accuracy: eye-tracking study

    Our XAI achieves good diagnostic accuracy

    In our work, we aimed to investigate the interaction between dermatologists and an explainable artificial intelligence (XAI) system by analyzing how it impacted diagnostic accuracy and visual attention…

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  • Deterministic reservoir computing for chaotic time series prediction

    Deterministic reservoir computing for chaotic time series prediction

    In the following, we will introduce the used metrics and datasets before we report our observations. We discuss those afterwards.

    Preprocessing and metric

    We preprocess our data by normalizing via the z-score as in Eq. 165 prior to using it as…

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  • Optimized segmentation of overlapping cervical cells based on Mask2Former and denoising

    Optimized segmentation of overlapping cervical cells based on Mask2Former and denoising

  • Siegel, R. L., Miller, K. D., Wagle, N. S. & Jernal, A. Cancer statistics. CA Cancer J. Clin. 73(1), 17–48 (2023).

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  • Sung, H. et al. Global cancer statistics 2020:…

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  • Dynamic analysis of a Caputo fractional-order SEIR model with a general incidence rate

    Dynamic analysis of a Caputo fractional-order SEIR model with a general incidence rate

    Dynamic analysis of a Caputo fractional-order SEIR model with a general incidence rate

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