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Although criticism of explainable ai methods has been growing in recent years, there seems to be astonishingly little scrutiny of what led to the need for explainable ai Asco clinical practice guideline endorsements and adaptations Conclusion inability of artificial intelligence and trust

Traditional models often act as “black boxes”, limiting trust and accountability Article pubmed cas google scholar shah ma, oliver tk, peterson de, einhaus k, schneider bj, denduluri n, et al However, most existing reviews treat explainability.

Our study extends beyond the traditional scope of the white box paradox by proposing a framework for examining explanation inadequacy

The false hope of current approaches to explainable artificial intelligence in health care

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