开发和验证一种基于诺米图的模型,用于预测食道外体的食道外体的食道外镜后的结合食道损伤
Xue-Mei Zhao1,2, Wei-Gang Zhao3, Ji-Hong Fang4,5
1School of Nursing, Anhui Medical University, Hefei, 230022, China.
Surgical endoscopy
|October 14, 2024
概括
这项研究开发了一种名图,用于预测食道外体 (EFB) 的食道透视后食道损伤. 关键的风险因素包括异物类型,存放细节和患者的并发症,有助于风险分层.
科学领域:
- 胃肠病学和内镜检查
- 耳鼻喉科-头部和部外科手术
- 医疗信息学和预测建模
背景情况:
- 食道外体 (EFB) 在内镜检索过程中存在损伤的风险.
- 精确预测食管镜术后并发症对于患者管理至关重要.
- 现有的EFB并发症风险分层方法需要进一步改进.
研究的目的:
- 开发和验证一个用于预测食道损伤的诺莫格拉姆模型.
- 为了确定与食道损伤相关的显著风险因素,EFB后食道镜检查.
- 为评估个体患者风险提供一个定量工具.
主要方法:
- 对303名接受EFB食道镜检查的患者进行了回顾性分析.
- 患者队列分为建模 (70%) 和验证 (30%) 组.
- 后勤回归分析以确定风险因素;使用ROC和Hosmer-Lemeshow测试构建和验证名ogram.
主要成果:
- 确定了重要的独立风险因素:异物类型,胃镜检索失败,存放时间,存放地点和心血管/脑血管疾病.
- 诺米图表显示出良好的预测准确性,AUC为0.850 (训练) 和0.848 (验证).
- 适应性测试 (p=0.908培训,p=0.665验证) 和校准曲线证实了模型的可靠性.
结论:
- 异物特征,检索历史,住宿细节和并发症是食道损伤的关键预测因素.
- 开发的诺莫格拉姆模型为量化食道损伤风险提供了可靠和准确的方法.
- 该工具可以帮助临床医生对EFB患者进行个性化风险评估和管理策略.
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