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Shafique Ahmed Memon on Muck Rack

Shafique Ahmed Memon

As seen in: Nature, Pakistan Journal of Zoology, Journal of Biopesticides
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Articles

Enhancing healthcare explainability through multiobjective counterfactual explanations

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By Shafique Ahmed Memon, Ali Ebrahimi, Jan Dominik Kampmann, Uffe Kock Wiil
| Nature Verified
Abstract AI-driven decision support systems possess the capability to improve health outcomes. However, advanced AI-driven systems face challenges related to interpretability and slow real-world adoption due to the use of abstract, black-box models. As a result, Explainable AI (XAI) approaches are evolving to provide explanations for predictions. Nonetheless, the predominant XAI approaches have several significant drawbacks.
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