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Interpreting artificial intelligence models: a systematic review on the application of LIME and SHAP in Alzheimer's disease detection

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Explainable artificial intelligence (XAI) has gained much interest in recent years for its ability to explain the complex decision-making process of machine learning (ML) and deep learning (DL) models. The Local Interpretable Model-agnostic Explanations (LIME)... ...