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characteristics to predict the diagnosis (benign or malignant). The machine learning pipeline is similar to the one used in the quantum kernel with ZZFeatureMaps section. The difference is that we will constructs a custom quantum circuit, integrating a rotational layer with a ZZFeatureMap, to