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开发一种临床预测工具,用于儿科心脏重症监护病房的输出管失败
Kwannapas Saengsin1,2, Rekwan Sittiwangkul1, Thirasak Borisuthipandit3
1Division of Cardiology, Department of Pediatrics, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand.
Frontiers in pediatrics
|March 20, 2024
概括
一个新的得分预测了儿科心脏病患者的输出失败. 这种工具有助于指导临床决策,并改善心脏病儿童的个性化护理.
科学领域:
- 儿童心脏病学 儿童心脏病学
- 临界护理医学 临界护理医学
- 临床预测建模临床预测建模
背景情况:
- 患有心脏病的儿科患者的输出管失败与增加的发病率和死亡率有关.
- 有效预测输出管失败对于优化患者管理和结果至关重要.
研究的目的:
- 开发和验证临床风险评分,用于预测儿科心脏病患者的输出失败.
- 帮助临床决策和管理策略对这个脆弱的人群.
主要方法:
- 在儿科心脏重症监护室 (PCICU) 进行的回顾性研究.
- 从2016年7月到2022年5月收集的数据.
- 多变量后勤回归用于识别预测因素并制定风险得分,并评估歧视和校准.
主要成果:
- 这项研究分析了来自270名患者的352次输出管事件;11.36%的患者经历了输出管失败.
- 发现的关键预测因素是肺炎史,再输管史和生理蓝色病的高和度.
- 开发的儿科CMU输出失败预测得分 (Ped-CMU ExFPS) 显示了可接受的歧视 (AUC 0.77) 和良好的校准.
结论:
- 佩德-CMU ExFPS是预测小儿心脏病患者输出失败的可靠工具.
- 这一分数的实施可以支持个性化护理和改善临床管理.
- 在广泛的临床采用之前,建议进行进一步的外部验证.
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