预测模型的风险因素的二次静脉血栓塞栓症在切术后的患者
Yanfang Guo1, Haiying Su2, Haiming Yu2
1Department of Surgery, Wedoctor Primary Care Center, Beijing, China.
概括
患者的年龄,格拉斯哥昏迷度数和前体血栓时间是脑瘤瘤切除术后静脉血栓栓塞的关键危险因素. 这项研究确定了这些预测因素,以改善患者的治疗结果.
科学领域:
- 神经外科 神经外科
- 关键护理医学 关键护理医学
- 在瘤学瘤学.
背景情况:
- 手术后静脉血栓塞栓症 (VTE) 是切除术后的一种严重并发症,特别是在内瘤患者中.
- 识别风险因素对于神经外科瘤学中有效的预防策略至关重要.
研究的目的:
- 调查临床特征,并确定在为内瘤进行头骨切除术的患者中对VTE的独立风险因素.
- 在这个患者群体中开发VTE风险的预测模型.
主要方法:
- 从密集护理医疗信息标记 (MIMIC) 数据库中对728名患者进行了回顾性分析.
- 用单变量和多变量逻辑回归分析来确定风险因素.
- 使用R软件构建了一个预测性名图,并通过接收机操作特征 (ROC) 曲线分析进行验证.
主要成果:
- 在研究的骨切割患者中,术后静脉瘤发病率为19.2%.
- 确定的独立风险因素包括患者年龄,初始格拉斯哥昏迷度量 (GCS) 评分和前血栓时间.
- 开发的名图表显示出良好的预测性能,曲线下的面积 (AUC) 为0.7463.3.
结论:
- 患者年龄,GCS得分和前列血时间是脑内瘤患者头骨切除术后VTE的重要独立风险因素.
- 开发的名图为评估VTE风险和指导预防措施提供了有价值的工具.
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