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...

書誌詳細
出版年:	IEEE Access
主要な著者:	Shatha Alghamdi, Rashid Mehmood, Fahad A. Alqurashi, Ali Alzahrani
フォーマット:	論文
言語:	英語
出版事項:	IEEE 2025-01-01
主題:	Explainable artificial intelligence (XAI) interpretable machine learning (IML) healthcare ethics transparency trustworthiness
オンライン･アクセス:	https://ieeexplore.ieee.org/document/11185869/

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