Remote photoplethysmography system for unsupervised monitoring regional anesthesia effectiveness

光容积图 医学 计算机科学 远程病人监护 灌注 灵敏度(控制系统) 计算机视觉 生物医学工程 滤波器(信号处理) 人工智能 放射科 电子工程 工程类
作者
Zbigņevs Marcinkevičs,Marta Lange,Uldis Rubīns,Aleksejs Miščuks
标识
DOI:10.1117/12.2297158
摘要

Determining the level of regional anesthesia (RA) is vitally important to both an anesthesiologist and surgeon, also knowing the RA level can protect the patient and reduce the time of surgery. Normally to detect the level of RA, usually a simple subjective (sensitivity test) and complicated quantitative methods (thermography, neuromyography, etc.) are used, but there is not yet a standardized method for objective RA detection and evaluation. In this study, the advanced remote photoplethysmography imaging (rPPG) system for unsupervised monitoring of human palm RA is demonstrated. The rPPG system comprises compact video camera with green optical filter, surgical lamp as a light source and a computer with custom-developed software. The algorithm implemented in Matlab software recognizes the palm and two dermatomes (Medial and Ulnar innervation), calculates the perfusion map and perfusion changes in real-time to detect effect of RA. Seven patients (aged 18-80 years) undergoing hand surgery received peripheral nerve brachial plexus blocks during the measurements. Clinical experiments showed that our rPPG system is able to perform unsupervised monitoring of RA.
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