使用数据驱动的临床决策支持,将精确的癌症症状管理集成到电子健康记录中
Mary E Cooley1, Leslie A Lenert2, Janet L Abrahm3
1Phyllis F. Cantor Center, Dana-Farber Cancer Institute, Research in Nursing and Patient Care Services, Boston, Massachusetts.
Seminars in oncology nursing
|July 17, 2025
概括
集成到电子健康记录 (EHR) 中的临床决策支持 (CDS) 可以帮助管理癌症症状. 这项技术提供了量身定制的建议,但数据整合和临床医生验证是安全有效地在患者护理中使用的关键.
科学领域:
- 在瘤学瘤学.
- 医疗信息学 医疗信息学
- 临床决策支持系统 临床决策支持系统
背景情况:
- 电子患者报告结果措施 (ePROs) 改善了癌症护理,但面临着工作流集成的挑战.
- 临床决策支持 (CDS) 可以通过简化症状管理来解决ePRO整合问题.
- 本文探讨了在癌症症状监测的EHR中CDS的实施.
研究的目的:
- 讨论CDS在癌症症状管理的EHR中的开发和整合.
- 突出从中吸取的经验教训和CDS在瘤领域实施的未来方向.
- 为了说明CDS如何在临床实践中减轻与ePRO相关的挑战.
主要方法:
- 萨菲尔癌症症状管理CDS系统被开发并集成到EHR中.
- 创新技术如API和可互操作的数据标准被用于EHR集成.
- 该系统是使用同行评审的文献,专家意见和系统审查来设计的.
主要成果:
- 针对9种癌症症状的算法被编程到CDS中,并集成到EHR中.
- 使用EHR和患者报告的数据生成了个别定制的症状管理建议.
- 测试揭示了数据的复杂性和需要临床医生验证以确保准确性和安全性.
结论:
- 创新技术有助于将CDS整合到EHR中,以实现个性化的癌症症状管理.
- 需要进一步的研究来确认CDS是否能改善患者的治疗结果.
- CDS有可能改善符合指导方针的症状管理和支持性护理转诊.
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