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Updated: Jul 8, 2026

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在低收入和中等收入国家使用机器学习的儿童手术患者的术后死亡风险计算器的开发和内部-外部验证

Lauren Eyler Dang1, Greg Klazura2, Ava Yap3

  • 1NIAID Biostatistics Research Branch, Bethesda, MD, USA.

Journal of pediatric surgery
|September 24, 2024
PubMed
概括

一个新的机器学习算法准确地预测了低资源环境中的儿科手术后死亡率. 这种工具可以改善全球接受手术的儿童的临床护理和资源分配.

关键词:
低资源设置 低资源设置死亡率预测算法算法儿科外科手术 儿科外科手术公共卫生 公共卫生

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相关概念视频

Actuarial Approach01:20

Actuarial Approach

The actuarial approach, a statistical method originally developed for life insurance risk assessment, is widely used to calculate survival rates in clinical and population studies. This method accounts for participants lost to follow-up or those who die from causes unrelated to the study, ensuring a more accurate representation of survival probabilities.
Consider the example of a high-risk surgical procedure with significant early-stage mortality. A two-year clinical study is conducted,...