Department of Orthopaedics, University of Maryland School of Medicine, 100 Penn Street, Room 540D, Baltimore, Maryland, 21201, USA.
Department of Orthopedics, University of Arizona College of Medicine, Phoenix, Arizona, USA.
BMC Musculoskelet Disord. 2021 Jun 7;22(1):524. doi: 10.1186/s12891-021-04396-1.
The effect of postoperative shoulder sling compliance on surgical outcomes is unknown. The goal was to determine an accurate method to measure sling compliance. We compared volunteer recorded sling wear time with temperature-based sensors to monitor sling compliance.
Data loggers sutured at three locations measured heat generated in 15-minute intervals. Slings wearers logged sling wear to accurately cross-reference with temperature sensors. Secondary experiments analyzed whether surrounding ambient temperature can be discerned from actual sling wear. We created an algorithm to describe actual sling wear time as a function of heat recorded and calculated percent wear accuracy.
The modified sling was worn for 172 h. The algorithm modeled sling on/off times by analyzing cutoff temperatures. Diagnostic accuracy was >99 % for the three locations, with no statistically significant differences among them. Compared with sling wear, ambient temperature took longer to reach critical temperature values determined by the algorithm, helping distinguish compliance from false positives.
The described algorithm can effectively quantify shoulder sling wear time based on heat-generated sensor readings. False positives from ambient temperature are minimal. This measurement method could be used to study the relationship between postoperative sling use and functional outcomes after shoulder surgery.
术后肩吊带依从性对手术结果的影响尚不清楚。目的是确定一种准确的方法来测量吊带依从性。我们比较了志愿者记录的吊带佩戴时间和基于温度的传感器,以监测吊带依从性。
数据记录器缝合在三个位置,以 15 分钟的间隔测量产生的热量。吊带佩戴者记录吊带佩戴时间,以便与温度传感器准确交叉参考。二次实验分析了周围环境温度是否可以从实际吊带佩戴中辨别出来。我们创建了一个算法,将实际吊带佩戴时间描述为记录的热量的函数,并计算佩戴百分比的准确性。
改良吊带佩戴了 172 小时。该算法通过分析截止温度来模拟吊带的开/关时间。三个位置的诊断准确性均>99%,且无统计学差异。与吊带佩戴相比,环境温度需要更长的时间才能达到算法确定的临界温度值,有助于区分依从性和假阳性。
描述的算法可以根据产生的热量传感器读数有效地量化肩吊带佩戴时间。来自环境温度的假阳性很小。这种测量方法可用于研究术后吊带使用与肩部手术后功能结果之间的关系。