articlenpj Digital MedicineAug 26, 2025GOLD OA

Systematic review of cost effectiveness and budget impact of artificial intelligence in healthcare

Saad Specialist Hospital

PubMed
Indexed incrossrefdoajpubmed

Abstract

This systematic review examines the cost-effectiveness, utility, and budget impact of clinical artificial intelligence (AI) interventions across diverse healthcare settings. Nineteen studies spanning oncology, cardiology, ophthalmology, and infectious diseases demonstrate that AI improves diagnostic accuracy, enhances quality-adjusted life years, and reduces costs-largely by minimizing unnecessary procedures and optimizing resource use. Several interventions achieved incremental cost-effectiveness ratios well below accepted thresholds. However, many evaluations relied on static models that may overestimate benefits by not capturing the adaptive learning of AI systems over time. Additionally, indirect costs,…

Citation impact

64
total citations
FWCI
30.16
Percentile
100%
References
58
Citations per year

Authors

2

Topics & keywords

Keywords
  • Psychological intervention
  • Health care
  • Equity (law)
  • Context (archaeology)
  • Cost effectiveness
  • Budget constraint
  • Risk analysis (engineering)
  • Systematic review
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