Explainable AI in Healthcare: Systematic Review of Clinical Decision Support Systems
Noor A. Aziz,
Awais Manzoor,
Muhammad Deedahwar Mazhar Qureshi
et al.
Abstract:This systematic review examines the evolution and current landscape of eXplainable Artificial Intelligence (XAI) in Clinical Decision Support Systems (CDSS), highlighting significant advancements and identifying persistent challenges. Utilising the PRISMA protocol, we searched major indexed databases such as Scopus, Web of Science, PubMed, and the Cochrane Library, to analyse publications from January 2000 to April 2024. This timeframe captures the progressive integration of XAI in CDSS, offering a historical … Show more
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