麻醉剂和出血性中风患者的死亡率之间的关联:MIMIC-IV数据库分析
Mengyao Wang1, Ju Gao1, Shunyan Lin1
1Department of Anesthesiology, Northern Jiangsu People's Hospital Affiliated to Yangzhou University, 98 Nan Tong Western Road, Yangzhou, Jiangsu 225001, PR China; Yangzhou Key Laboratory of Anesthesiology, Northern Jiangsu People's Hospital Affiliated to Yangzhou University, 98 Nan Tong Western Road, Yangzhou, Jiangsu 225001, PR China.
麻醉药物,如罗库和吗啡增加出血性中风患者的死亡风险. 结合麻醉剂的预测模型准确地预测了医院死亡.
科学领域:
- 关键护理医学 关键护理医学
- 神经学 神经学
- 药理学 药理学是指药理学的学科.
背景情况:
- 出血性中风 (HS) 的管理涉及麻醉药物.
- 了解麻醉对HS死亡率的影响对于患者的治疗结果至关重要.
研究的目的:
- 为了调查麻醉剂的管理和在患有出血性中风的患者的住院死亡率之间的联系.
- 开发和验证HS患者住院死亡率的预测模型,包括麻醉剂的使用.
主要方法:
- 从MIMIC-IV数据库 (2008-2019) 中对1541名出血性中风患者的回顾性分析.
- 统计分析包括千平方,威尔科克森的测试,LASSO和多变量逻辑回归.
- 开发并使用ROC曲线分析验证了一个名图,以预测住院死亡率.
主要成果:
- 17.5%的患者在住院期间死亡; 62.9%接受了麻醉.
- 罗库 (OR=2.809) 和吗啡 (OR=6.644) 的使用是医院死亡的重要风险因素.
- 开发的诺米图表显示出高预测准确度,AUC为0.924.
结论:
- 麻醉剂在出血性中风患者中很常见.
- 罗库和吗啡与HS的住院死亡风险增加有关.
- 一个包含麻醉剂使用的诺姆图谱可以准确预测HS患者的住院死亡率.
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