APPLICATION OF EXPLAINABLE ARTIFICIAL INTELLIGENCE IN MEDICAL HEALTH: A SYSTEMATIC REVIEW OF INTERPRETABILITY METHODS

Application of explainable artificial intelligence in medical health: A systematic review of interpretability methods

This paper investigates the applications of explainable AI (XAI) in healthcare, which aims to provide transparency, fairness, accuracy, generality, and comprehensibility to the results obtained from AI and ML algorithms in decision-making systems.The black box nature of AI and ML systems has remained a challenge in healthcare, and interpretable AI

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PROPERTIES OF SELECTED SIGNIFICANCE TESTS FOR EXTREME VALUE INDEX

The paper presents BIOSIL two tests verifying the hypothesis about the shape parameter of the generalized distribution of maximum statistic.It is called the extreme value index.The inverse of the positive index is called the tail index and determines the degree of fatness of the tail.The asymptotic properties of Sunglasses the Pickands and the Hill

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