Clinical Timing-Sequence Warning Models for Serious Bacterial Infections in Adults Based on Machine Learning: Retrospective Study

• Main Authors: Jian Liu (Author), Jia Chen (Author), Yongquan Dong (Author), Yan Lou (Author), Yu Tian (Author), Huiyao Sun (Author), Yuqing Jin (Author), Jingsong Li (Author), Yunqing Qiu (Author)
• Format: Book
• Published: JMIR Publications, 2023-12-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundSerious bacterial infections (SBIs) are linked to unplanned hospital admissions and a high mortality rate. The early identification of SBIs is crucial in clinical practice. ObjectiveThis study aims to establish and validate clinically applicable models designed to identify SBIs in patients...