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3个月以下婴儿头部创伤决定规则的诊断产量和多变量分析

Remzi Çetinkaya¹, Ali Cankut Tatlıparmak², Mehmet Özel¹

¹University of Health Sciences, Gazi Yaşargil Training and Research Hospital, Department of Emergency Medicine, Diyarbakır, Türkiye.

The American journal of emergency medicine

|August 21, 2025

概括

在3个月以下的婴儿中,CHALICE规则发现了所有创伤性脑损伤 (TBI),其表现优于PECARN和CATCH. 建议使用多变量建模和减小维度进行数据驱动的风险分层.

科学领域:

儿童紧急医疗
神经创伤
诊断成像

背景情况:

在3个月以下的婴儿中,创伤性脑损伤 (TBI) 由于非特异性症状而带来诊断挑战.
这一年龄组的TBI临床决策是复杂的.
评估已建立的临床决策规则对于准确的诊断至关重要.

研究的目的:

评估PECARN,CATCH和CHALICE在3个月以下的婴儿中TBI的诊断结果.
为了比较这些规则在识别幼儿TBI中的有效性.
探索TBI风险分层的先进分析方法.

主要方法:

在头部受伤后接受头骨CT的151名婴儿 (0-3个月) 的回顾性分析.
应用和评估PECARN,CATCH和CHALICE规则
使用多变量逻辑回归和维度缩小 (t-SNE,UMAP) 进行模式探索.

主要成果:

20名婴儿 (13.2%) 通过CT确认了TBI.
诊断收益率为14. 8% (PECARN),18. 9% (CATCH) 和25. 6% (CHALICE).
格拉斯哥昏迷表15分和创伤后发作是TBI的重要预测因素.

结论:

在该群体中,CHALICE规则显示出最高的诊断产量,并检测出所有TBI病例.
与PECARN相比,CHALICE使用较少的CT扫描实现了这一目标.
综合数据驱动的风险分层使用先进的模型显示了儿童TBI的前景.

关键词:

临床决策规则诊断产量婴儿头部创伤在PECARN 创伤性脑损伤

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Traumatic Brain Injury l: Introduction

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