articleHealth and TechnologyJan 29, 2026Closed access

A systematic literature review on transparency and interpretability of AI models in healthcare: taxonomies, tools, techniques, datasets, open research challenges, and future trends

TE Connectivity (Switzerland) · Universiti Brunei Darussalam · +3 more institutions

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Abstract

No abstract available for this paper.

Citation impact

4
total citations
FWCI
26.72
Percentile
99%
References
118
Citations per year

Authors

6

Topics & keywords

Keywords
  • Interpretability
  • Transparency (behavior)
  • Systematic review
  • Health informatics
  • Software deployment
  • Applications of artificial intelligence
  • Relevance (law)
  • Health technology
UN Sustainable Development Goals
  • Peace, Justice and strong institutions
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