通过人工智能增强的临床决策支持系统推进产科护理:系统性审查
Mohammad Omar Abdalrahman Mohammad Ali1, Selma Mohammed Abdelgadir Elhabeeb2, Nihal Eltayeb Abdalla Elsheikh2
1Obstetrics and Gynecology, Maternity and Children Hospital, Najran, SAU.
Cureus
|April 14, 2025
概括
临床决策支持系统 (CDSS) 中的人工智能 (AI) 通过医疗预测和诊断支持来增强产科护理. 本综述综合了人工智能技术和功能,用于人工智能增强的产科CDSS.
科学领域:
- 产科和妇科 产科和妇科
- 医疗信息学 医疗信息学
- 医疗保健中的人工智能
背景情况:
- 临床决策支持系统 (CDSS) 越来越多地用于产科.
- 在人工智能增强的产科CDSS中,特定的功能和AI技术仍未得到充分探索.
研究的目的:
- 系统地审查和综合功能,人工智能技术和人工智能增强的CDSS在产科护理中的临床实施.
主要方法:
- 通过搜索四个数据库 (Scopus,PubMed,Web of Science,IEEE Xplore) 进行了一项系统性审查.
- 最初确定了354项研究,在资格评估后包括了30项研究.
- 偏差风险使用纽卡斯尔-太华尺度进行评估.
主要成果:
- 关键的CDSS功能包括医学预测,治疗建议,诊断支持和知识传播.
- 人工智能应用包括早期胎儿异常检测,经济监测和产前超声波辅助.
- 在经过审查的文献中, Ontology 开发方法也被注意到.
结论:
- 人工智能增强的CDSS在产科提供了多种功能,包括先进的诊断和预测能力.
- 需要进一步的研究,以充分理解和优化人工智能技术的整合到产科CDSS.
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