In a study with eight physicians, AI explanations that list supporting features were rated more comprehensible and plausible than counterfactual or exclusion-based explanations, yet doctors were reluctant to use any AI explanation with colleagues.
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A User Study Evaluating Argumentative Explanations in Diagnostic Decision Support
In a study with eight physicians, AI explanations that list supporting features were rated more comprehensible and plausible than counterfactual or exclusion-based explanations, yet doctors were reluctant to use any AI explanation with colleagues.