Cost-effectiveness of AI-enhanced breast cancer screening in Iran: a microsimulation study.

IF 3.4 3区 经济学 Q1 ECONOMICS
Sajjad Dorri Kafrani, Rajabali Daroudi, Morteza Mohammadzadeh
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引用次数: 0

Abstract

Background: Recognized worldwide as a major health threat and Sustainable Development Goal priority, breast cancer places an especially heavy clinical and economic burden on Iran, making early detection imperative. To guide policy, we assessed the cost-effectiveness of ten mammography-based screening schedules.

Methods: We developed an individual-level microsimulation model simulating 10,000 Iranian women over a 40-year horizon. Screening scenarios varied by interval (annual, biennial, triennial), incorporating mammography alone and two AI-enhanced strategies. Analyses adopted a payer perspective, discounting costs and quality-adjusted life years (QALYs) at 5% annually. Incremental cost-effectiveness ratios (ICERs) were evaluated against a willingness-to-pay (WTP) threshold of USD 4,500 per QALY (Iran's 2023 GDP per capita). Probabilistic sensitivity analyses (PSA) assessment ensured result robustness.

Results: Compared with no screening, all screening schedules increased QALYs and total costs, while reducing breast-cancer incidence and mortality. Among the alternative tests, annual mammography interpreted by AI and a radiologist was the most cost-effective strategy, with an ICER of USD 4,064 per QALY, demonstrating a high level of cost-effectiveness relative to the next most effective strategy. Probabilistic sensitivity analysis confirmed robustness, with the selected strategy being cost-effective in 52% of simulations.

Conclusions: AI-enhanced mammography is more cost-effective than conventional screening. Concurrent AI-radiologist double reading delivers the greatest value at Iran's USD 4,500 /QALY threshold, while AI-triage with radiologist confirmation, though less efficient, offers a practical alternative in settings where imaging and biopsy capacity cannot be rapidly expanded.

伊朗人工智能增强乳腺癌筛查的成本效益:一项微观模拟研究。
背景:乳腺癌是世界公认的主要健康威胁和可持续发展目标的重点,它给伊朗带来了特别沉重的临床和经济负担,因此必须及早发现。为了指导政策,我们评估了十种基于乳房x光检查的筛查计划的成本效益。方法:我们开发了一个个人层面的微观模拟模型,模拟了10,000名伊朗妇女40年的时间跨度。筛查方案因时间间隔(一年、两年、三年)而异,包括单独的乳房x光检查和两种人工智能增强策略。分析采用支付方视角,以每年5%的折现成本和质量调整生命年(QALYs)。增量成本效益比(ICERs)根据每个QALY(伊朗2023年人均GDP) 4500美元的支付意愿(WTP)阈值进行了评估。概率敏感性分析(PSA)评估确保了结果的稳健性。结果:与未筛查组相比,所有筛查计划均提高了QALYs和总成本,同时降低了乳腺癌发病率和死亡率。在替代检测中,由人工智能和放射科医生每年进行一次乳房x光检查是最具成本效益的策略,每个QALY的ICER为4,064美元,相对于次有效的策略,显示出较高的成本效益。概率敏感性分析证实了鲁棒性,所选策略在52%的模拟中具有成本效益。结论:人工智能增强乳房x光检查比常规筛查更具成本效益。在伊朗4500美元/QALY的阈值上,人工智能放射科医生同时进行双重读数提供了最大的价值,而人工智能分诊与放射科医生确认虽然效率较低,但在无法迅速扩大成像和活检能力的环境中提供了一种实用的替代方案。
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来源期刊
CiteScore
3.90
自引率
4.20%
发文量
59
审稿时长
13 weeks
期刊介绍: Health Economics Review is an international high-quality journal covering all fields of Health Economics. A broad range of theoretical contributions, empirical studies and analyses of health policy with a health economic focus will be considered for publication. Its scope includes macro- and microeconomics of health care financing, health insurance and reimbursement as well as health economic evaluation, health services research and health policy analysis. Further research topics are the individual and institutional aspects of health care management and the growing importance of health care in developing countries.
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