Real-time estimated Sequential Organ Failure Assessment (SOFA) score with intervals: Improved risk monitoring with estimated uncertainty in health condition for patients in intensive care units

• Main Authors: HE, Yan, LUO, Qian, WANG, Hai, ZHENG, Zhichao, LUO, Haidong, OOI, Oon Cheong
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2025
• Subjects: Risk monitoring; SOFA score; qSOFA score; 24-hour mortality; readmission rate; Databases and Information Systems; Health Information Technology
• Online Access: https://ink.library.smu.edu.sg/lkcsb_research/7639; https://ink.library.smu.edu.sg/context/lkcsb_research/article/8638/viewcontent/SOFA_av.pdf
• Institution: Singapore Management University

Purpose: Real-time risk monitoring is critical but challenging in intensive care units (ICUs) due to the lack of real-time updates for most clinical variables. Although real-time predictions have been integrated into various risk-scoring systems to aid monitoring, existing systems do not address unc...