Predictive models for delay in medical decision-making among older patients with acute ischemic stroke: a comparative study using logistic regression analysis and lightGBM algorithm

• Hlavní autoři: Zhenwen Sheng (Autor), Jinke Kuang (Autor), Li Yang (Autor), Guiyun Wang (Autor), Cuihong Gu (Autor), Yanxia Qi (Autor), Ruowei Wang (Autor), Yuehua Han (Autor), Jiaojiao Li (Autor), Xia Wang (Autor)
• Médium: Kniha
• Vydáno: BMC, 2024-05-01T00:00:00Z.
• Témata: article
• On-line přístup: Connect to this object online.

Abstract Objective To explore the factors affecting delayed medical decision-making in older patients with acute ischemic stroke (AIS) using logistic regression analysis and the Light Gradient Boosting Machine (LightGBM) algorithm, and compare the two predictive models. Methods A cross-sectional stu...