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使用先进的时间序列模型预测年轻人群中与酒精有关的肝病死亡率趋势:一篇1999-2030年分析
Hassam Ali1, Vinay Jahagirdar2, Hanna Blaney3
1Department of Gastroenterology, Hepatology & Nutrition ECU Health Medical Center/Brody School of Medicine Greenville North Carolina USA.
JGH open : an open access journal of gastroenterology and hepatology
|December 5, 2024
概括
与酒精有关的肝病 (ALD) 死亡率在55岁以下的人群中正在上升. 预测显示,ALD死亡人数持续增加,突出显示公共卫生干预措施的迫切需要.
科学领域:
- 公共卫生 公共卫生
- 流行病学 流行病学
- 肝病学 肝病学是一种肝病学.
背景情况:
- 与酒精有关的肝病 (ALD) 是一个日益严重的公共卫生问题,尤其影响年轻人群.
- 酒精相关疾病是酒精相关死亡的主要原因.
- 这项研究的重点是预测到2030年55岁以下人群的ALD死亡率趋势.
研究的目的:
- 预测与酒精有关的肝病死亡率趋势.
- 分析55岁以下人群的发展趋势.
- 预测到2030年的死亡率.
主要方法:
- 使用CDC WONDER数据库 (1999-2022) 来查看ALD死亡 (ICD-10代码为K70.0-K70.9).
- 分析了原始死亡率 (CMR) 和使用APC/AAPC与经验定量值置信区间的时间趋势.
- 采用自回归集成移动平均 (ARIMA) 模型对2030年的预测进行验证,通过时间序列交叉验证进行验证.
主要成果:
- 在55岁以下的人群中,ALD死亡率在1999年至2022年间从每10万人中从3.9增加到9.7 (AAPC4.66%).
- 预计到2030年,预计每10万人口的比例将达到14.4.
- 25-34岁的年龄组显示出最高的增长 (AAPC 10.27%),预计将继续增长.
结论:
- 预测表明,在55岁以下的人群中,ALD死亡率持续增加.
- 迫切需要公共卫生战略来应对这种不断升级的趋势.
- 这些发现强调了急需采取干预措施,以减少年轻人群中与酒精有关的肝病死亡人数.
关键词:
在阿里马,阿里马就是阿里马.疾病预防控制中心的奇迹.与酒精有关的疾病.流行病学流行病学预测 预测 预测 预测肝脏疾病 肝脏疾病机器学习是机器学习.死亡率 死亡率公共卫生公共卫生.年轻的成年人年轻的成年人更多相关视频
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