开发和验证用于预测缺陷风险的诺米克图,用于预测缺陷性中风的老年患者的虚弱风险
Dongdong Shen1,2, Jingjie Li1, Shuang Teng1,2
1School of Nursing, Xuzhou Medical University, Xuzhou, Jiangsu, China.
Journal of clinical nursing
|December 22, 2024
概括
这项研究开发了一种名图,用于预测缺血性中风后老年患者的脆弱性. 该工具识别了关键的风险因素,有助于个性化风险管理,以获得更好的患者结果.
科学领域:
- 老年学是指老年学的学科.
- 神经学 神经学
- 生物统计学 生物统计学
背景情况:
- 虚弱是继缺血性中风后老年人的一个重要问题,影响恢复和预后.
- 识别脆弱的风险因素对于及时干预和个性化护理策略至关重要.
研究的目的:
- 为了调查与缺血性中风的老年患者的虚弱相关的危险因素.
- 在这个人群中开发和临床应用可预测的虚弱性名录.
主要方法:
- 一项涉及567名缺血性中风患者的横截面研究,分为训练和验证组.
- 使用LASSO回归和随机森林进行特征选择,然后通过二进制物流回归进行名ogram构建.
- 模型性能使用ROC曲线,Hosmer-Lemeshow测试,Brier分数,校准和决策曲线分析进行评估.
主要成果:
- 在被研究的患者中,虚弱的患病率为58.6%.
- 虚弱的关键预测因素包括婚姻状况,吸烟,跌倒史,运动,多药,白蛋白水平,ADL,消化不良和认知障碍.
- 开发的名图表显示出优异的区分和预测准确性,具有显著的临床实用性.
结论:
- 开发的诺莫图谱是评估老年缺血性中风患者的脆弱风险的有效工具.
- 该工具可以帮助医疗保健专业人员识别高风险个体,并为个性化护理量身定制管理计划.
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