Twenty-eight-day in-hospital mortality prediction for elderly patients with ischemic stroke in the intensive care unit: Interpretable machine learning models

• Main Authors: Jian Huang (Author), Wanlin Jin (Author), Xiangjie Duan (Author), Xiaozhu Liu (Author), Tingting Shu (Author), Li Fu (Author), Jiewen Deng (Author), Huaqiao Chen (Author), Guojing Liu (Author), Ying Jiang (Author), Ziru Liu (Author)
• Format: Book
• Published: Frontiers Media S.A., 2023-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundRisk stratification of elderly patients with ischemic stroke (IS) who are admitted to the intensive care unit (ICU) remains a challenging task. This study aims to establish and validate predictive models that are based on novel machine learning (ML) algorithms for 28-day in-hospital mortal...