患者报告的结果措施:从经典到AI
Conrad J Harrison1, Ryan W Trickett2
1University Hospital Wales, Cardiff and Vale University Health Board, Cardiff, UK.
The Journal of hand surgery, European volume
|March 27, 2025
概括
经典的测试理论使得手术中患者报告的结果能够被测量. 像物体反应理论和人工智能这样的现代方法提供了对患者特征的先进量化.
科学领域:
- 整形外科 整形外科 整形外科
- 心理测量 心理测量 心理测量
- 健康 结果 研究 研究 结果
背景情况:
- 经典测试理论 (CTT) 历史上支了患者报告结果测量 (PROM) 的发展,特别是在手术中.
- 在量化主观患者体验和手术结果方面,CTT发挥了重要作用.
- 然而,心理测量建模的进步需要探索更复杂的方法.
研究的目的:
- 审查手术结果评估中测量技术的演变.
- 将经典测试理论与现代心理测量方法比较,例如物品反应理论 (IRT) 和计算机自适应测试 (CAT).
- 探索人工智能 (AI) 对未来结果测量的潜在影响.
主要方法:
- 这是一篇综述文章,综合了有关健康结果测量理论的现有文献.
- 它追溯了从CTT到IRT和CAT的历史进展.
- 它讨论了人工智能在结果评估中的新兴应用.
主要成果:
- 虽然CTT是基础性的,但在准确测量患者报告的结果方面存在局限性.
- 通过IRT和CAT,可以更精确,更有效地测量患者的特征.
- 人工智能为个性化结果预测和评估提供了机会.
结论:
- 在手术中,患者报告的结果测量的领域正在超越经典的测试理论.
- 像IRT和CAT这样的现代心理测量方法为量化患者结果提供了卓越的工具.
- 人工智能对未来的结果评估进行革命性的重大承诺.
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