基于逻辑回归模型的手术后糖尿病患者手术后出血的风险因素分析和干预措施
Qiuxiang Yu1, Peiyao Li2, Dan Li2
1Department of Proctology, China-Japan Friendship Hospital, Beijing, China.
Frontiers in medicine
|August 6, 2025
概括
接受直肠外科手术的男性面临更高的出血风险,特别是高血压,手术前抗生素或便秘. 识别这些因素有助于临床管理和康复.
科学领域:
- 结肠直肠手术 结肠直肠手术
- 外科手术的结果
- 血并发症 血并发症
背景情况:
- 手术后出血是直肠外科手术后的一个严重并发症.
- 有效的风险因素识别对于改善患者的治疗结果和临床管理至关重要.
研究的目的:
- 为了分析与直肠外科手术后出血相关的危险因素.
- 为临床管理策略提供参考.
- 为了增强接受这些手术的患者的术后恢复.
主要方法:
- 对接受了直肠外科手术的患者的临床数据进行了回顾性分析.
- 对患有和没有术后出血的患者进行比较 (研究与对照组).
- 用于识别出血的独立风险因素的物流回归模型.
主要成果:
- 男性性别,高血压,手术前使用抗生素和术后便秘与增加出血风险显著相关.
- 预测模型显示曲线下的面积 (AUC) 为0.820,灵敏度为72.4%,特异性为82.7%.
- 在男性,高血压患者,接受术前抗生素治疗的患者和术后干的患者中观察到更高的出血发病率.
结论:
- 男人性别,高血压,手术前使用抗生素和术后便秘是直肠外科手术后出血的重要危险因素.
- 这些确定的因素可以指导临床决策,以减轻出血风险.
- 了解这些关联可以改善术后护理和康复.
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