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Why we do need Explainable AI for Healthcare. (arXiv:2206.15363v1 [cs.HC])
July 1, 2022, 1:10 a.m. | Giovanni Cinà, Tabea Röber, Rob Goedhart, Ilker Birbil
cs.LG updates on arXiv.org arxiv.org
The recent spike in certified Artificial Intelligence (AI) tools for
healthcare has renewed the debate around adoption of this technology. One
thread of such debate concerns Explainable AI and its promise to render AI
devices more transparent and trustworthy. A few voices active in the medical AI
space have expressed concerns on the reliability of Explainable AI techniques,
questioning their use and inclusion in guidelines and standards. Revisiting
such criticisms, this article offers a balanced and comprehensive perspective
on the …
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