228 citations · 360 across the 7 of their papers we have counts for
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cs.HC2025★ 1 cited
In defence of post-hoc explanations in medical AI
Joshua Hatherley, Lauritz Munch, Jens Christian Bjerring
Since the early days of the Explainable AI movement, post-hoc explanations have been praised for their potential to improve user understanding, promote trust, and reduce patient sa…
cs.HC2025★ 18 cited
Diachronic and synchronic variation in the performance of adaptive machine learning systems: The ethical challenges
Joshua Hatherley, Robert Sparrow
Objectives: Machine learning (ML) has the potential to facilitate "continual learning" in medicine, in which an ML system continues to evolve in response to exposure to new data ov…