Risk assessment and prediction of nosocomial infections based on surveillance data using machine learning methods

• Main Authors: Ying Chen (Author), Yonghong Zhang (Author), Shuping Nie (Author), Jie Ning (Author), Qinjin Wang (Author), Hanmei Yuan (Author), Hui Wu (Author), Bin Li (Author), Wenbiao Hu (Author), Chao Wu (Author)
• Format: Book
• Published: BMC, 2024-07-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Abstract Background Nosocomial infections with heavy disease burden are becoming a major threat to the health care system around the world. Through long-term, systematic, continuous data collection and analysis, Nosocomial infection surveillance (NIS) systems are constructed in each hospital; while...