合作开发基于规则的电子健康记录算法,以实现家庭医院的资格
Tsai-Ling Liu1, Timothy C Hetherington1,2, Marc Kowalkowski1,3
1Center for Health System Sciences, Atrium Health, Charlotte, North Carolina, USA.
Journal of hospital medicine
|June 29, 2025
概括
在家医院 (HaH) 找出病人很困难. 使用电子健康记录 (EHR) 的新基于规则的算法 (RBA) 改善了患者选择,以实现高效的 HaH 操作.
科学领域:
- 医疗信息学 医疗信息学
- 医疗保健管理的管理
- 临床操作 临床操作
背景情况:
- 家庭医院 (HaH) 模式在患者鉴定方面面临挑战,原因是大量患者,波动的条件和狭窄的资格窗口.
- 有效的患者选择对于成功实施和运行HAH计划至关重要.
研究的目的:
- 开发和实施基于规则的算法 (RBA),以提高在家医院 (HaH) 计划中识别合适的患者.
- 为了利用电子健康记录 (EHR) 数据,提高 HaH 患者选择的准确性和效率.
主要方法:
- 开发一种基于规则的算法 (RBA),利用电子健康记录 (EHR) 数据.
- 纳入临床医生的反来完善算法,并与临床工作流程和分析资源保持一致.
主要成果:
- 该研究成功开发了一种RBA,以改善对高血压有资格的患者的识别.
- 基于临床输入的算法调整提高了其与运营需求和临床工作流程的协调性.
结论:
- 跨学科的合作对于优化分析在新兴的护理模式,如高卫生保健是必不可少的.
- 开发的RBA展示了数据分析的潜力,以提高医院在家服务的效率和患者选择.
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