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2 resultsfor “explainable AI in healthcare”

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article● Open access

Integrating Explainable Artificial Intelligence In Healthcare: Models, Applications, And Challenges

Ms. Babita, Dr. Brij Mohan Goel

2026Zenodo (CERN European Organization for Nuclear Research)0 citations

This paper will explore the role of XAI in advancing healthcare systems by examining various explain ability models and techniques, including feature attribution methods, model-agnostic approaches, and interpretable machine learning frameworks. It will highlight key applications of XAI in medical imaging, clinical decision support systems, disease prediction, and personalized medicine, where interpretability will be…

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conference-paper

Task Allocation for Nursing Robots Using Explainable Machine Learning with Factorization Machines

Olfa Nasraoui, Cagla Acun, Ali Ashary

20250 citations

We present a machine learning optimization approach for task allocation between teams of robots and nurses working collaboratively in a hospital unit. We address task allocation challenges through a recommender system that optimizes the collaboration between nursing staff and robotic nursing assistants through a two-phase methodology. First, we implement a simulated hospital environment featuring synthetic robots an…

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