ObjectiveTo research on the correlation between modified shock index (MSI), traditional vital sign assessment indexes and the proportion of patients entering resuscitation room through emergency triage, and to discuss its significance and advantages for emergency triage.
MethodA total of 22 153 emergency patients between January 1 and May 31, 2009 were retrospectively analyzed. We counted the shock index (SI), mean arterial pressure (MAP), MSI, and evaluated the reference range of MSI, based on which, the patients were divided into groups, and the proportion of patients entering resuscitation room in each group was compared. Based on pulse, systolic blood pressure (SBP), SI, MAP and MSI, the patients were again grouped for comparing the proportion of patients entering resuscitation room, and the positive predictive value, negative predictive value, and odds ratio (OR) were also analyzed.
ResultsReference value of MSI ranged from 0.34 to 1.70 times/(min·mm Hg) (1 mm Hg=0.133 kPa). Positive predictive values:MSI (16.239%) >MAP (6.115%) >pulse (5.746%) >SBP (5.321%) >SI (3.689%). The negative predictive values were all at high levels and similar with each other. OR:MSI (6.138) >MAP (2.498) >pulse (2.431) >SBP (2.117) >SI (1.361).
ConclusionsPulse, SBP, SI, MAP, and MSI are correlated with the proportion of patients entering resuscitation room, and can be regarded as guide for emergency triage, among which MSI may be superior to all other indexes.
With the intensification of global aging trends and the continuous rise in the incidence of chronic diseases, the demand for health monitoring and early intervention has become increasingly urgent. Owing to their non-invasive nature, portability, and comfort, flexible wearable sensors have emerged as a key technology driving the development of personalized healthcare. Starting from specific application scenarios in health monitoring, this article systematically reviews recent research advances in flexible sensors within the healthcare field. Firstly, it outlines the design fundamentals of flexible sensors. This is followed by a focused analysis of their specific applications in monitoring vital signs, biochemical markers, as well as motion and neural activities, along with an in-depth exploration of the clinical significance, technical challenges, and targeted solutions in different scenarios. Finally, the current technical bottlenecks and clinical challenges are summarized, and an outlook on the future development of health monitoring systems is provided. This review aims to provide a systematic reference for the deep integration of flexible electronics technology and medicine.
