Identification of a Susceptible and High-Risk Population for Postoperative Systemic Inflammatory Response Syndrome in Older Adults: Machine Learning-Based Predictive Model

• Main Authors: Haiyan Mai (Author), Yaxin Lu (Author), Yu Fu (Author), Tongsen Luo (Author), Xiaoyue Li (Author), Yihan Zhang (Author), Zifeng Liu (Author), Yuenong Zhang (Author), Shaoli Zhou (Author), Chaojin Chen (Author)
• Format: Book
• Published: JMIR Publications, 2024-11-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundSystemic inflammatory response syndrome (SIRS) is a serious postoperative complication among older adult surgical patients that frequently develops into sepsis or even death. Notably, the incidences of SIRS and sepsis steadily increase with age. It is important to identify the risk of post...