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

• Main Authors: Zhenwen Sheng (Author), Jinke Kuang (Author), Li Yang (Author), Guiyun Wang (Author), Cuihong Gu (Author), Yanxia Qi (Author), Ruowei Wang (Author), Yuehua Han (Author), Jiaojiao Li (Author), Xia Wang (Author)
• Format: Book
• Published: BMC, 2024-05-01T00:00:00Z.
• Subjects: article
• Online Access: 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...