Paving the Roadmap for XAI and IML in Healthcare: Data-Driven Discoveries and the FIXAIH Framework

Artificial intelligence is revolutionizing healthcare. However, its adoption is hindered by the technical-proficiency gap, the disconnect between AI complexity and clinical interpretability. Although Explainable AI (XAI) and Interpretable Machine Learning (IML) techniques aim to address this gap, fr...

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Bibliographic Details
Published in:IEEE Access
Main Authors: Shatha Alghamdi, Rashid Mehmood, Fahad A. Alqurashi, Ali Alzahrani
Format: Article
Language:English
Published: IEEE 2025-01-01
Subjects:
Explainable artificial intelligence (XAI)
interpretable machine learning (IML)
healthcare
ethics
transparency
trustworthiness
Online Access:https://ieeexplore.ieee.org/document/11185869/

Internet

https://ieeexplore.ieee.org/document/11185869/

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