使用基于HFA-PEFF的临床决策支持系统的促进者,障碍和见解:一项概念验证研究
Isidora Milosavljević1,2, Ivan Petrović1,3, Aleksandra Ilić1,4
1Faculty of Medicine, University of Novi Sad, Novi Sad, Serbia.
ESC heart failure
|August 15, 2025
概括
一个新的临床决策支持系统 (CDSS) 有助于诊断心力衰竭与保存的喷射分数 (HFpEF). 医生对HFpEF和CDSS使用的教育对于有效实施至关重要.
科学领域:
- 心脏病学 心脏病学
- 医疗信息学 医疗信息学
背景情况:
- 保存喷射分数 (HFpEF) 的心力衰竭带来了诊断方面的挑战.
- 为了应对这些挑战,开发了一个结合功能,形态和生物标记数据的临床决策支持系统 (CDSS).
研究的目的:
- 评估HFpEF的CDSS的实施可行性.
- 评估医生遵守CDSS建议的情况.
- 确定影响CDSS采用的障碍和促进者.
主要方法:
- 一项混合方法研究,结合了回顾性患者数据分析和前性电子医生调查.
- 利用心力衰竭协会的预测评估,心声回声,尿,功能测试和最终病因学 (HFA-PEFF) 评分来构建和验证CDSS.
- 收集医生对CDSS可用性和感知有效性的反.
主要成果:
- 在225名射出分数 (EF) ≥50%的患者中,194名 (86.2%) 患有HFpEF的可能性很高,但只有32名 (16.5%) 得到正式诊断.
- 医生调查 (83.3%的响应率) 显示了诸如有限的心声回声学技能和HFpEF表型知识等障碍.
- 促进者包括提高CDSS可解释性,透明度,并提供员工教育.
结论:
- CDSS在诊断和分类HF患者的EF ≥50%时显示出有希望的结果.
- 医生对CDSS利用和HFpEF特定知识的教育对于成功的临床整合和改善患者结果至关重要.
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