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Validation of a smartphone based photoplethysmographic beat detection algorithm for normal and ectopic complexes

机译:基于智能手机的智能手机的光电觉谱检测算法对正常和异位复合物的验证

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Background: To date little or no smartphone apps exist to differentiate between a normal heart beat and a premature ectopic beat. Aim: To develop and validate a smartphone based acquisition and processing algorithm based on photopletyhsmographic (PPG) data collected in a controlled hospital environment. Methods: A smartphone camera application was developed to record PPG data in synchronization with a reference electrocardiogram. Subjects were recorded while undergoing an electrophysiological examination. The PPG data acquisition was validated on 28 volunteers with sinus rhythm. After signal analysis an algorithm was developed for detection of ectopic beats. To characterize arrhythmias, supraventricular extrasystoles were induced every 10, 5 or 3 beats after 500 ms by applying a pacing train to the right atrium. The coupling interval was also examined by altering the intermediary time by 400, 500 or 600 ms. Results: After signal conditioning, an accurate ectopic beat detection was obtained from the PPG signal. Premature atrial ectopic beats could be differentiated based on the interpeak distance at different coupling intervals. Conclusion: By acquiring a PPG signal with the camera, the smartphone is not only capable of determining a regular sinus rhythm, but it also has the power to identify ectopic beats.
机译:背景:迄今为止,迄今为止存在智能手机应用,以区分正常的心跳和过早的异位搏动。目的:发展和验证基于Photoplyhsmography(PPG)数据的基于智能手机的获取和处理算法,从而在受控医院环境中收集的数据。方法:开发了一种智能手机相机应用程序以与参考心电图进行同步录制PPG数据。在进行电生理检查时记录受试者。 PPG数据采集在28名志愿者验证了窦性心律的志愿者。在信号分析后,开发了一种算法以检测异位节拍。为了表征心律失常,通过将起搏火车施加到右心房,每10,5或3次诱导每10,5或3个搏动,诱导每10,5或3个节拍。还通过将中间时间改变400,500或600ms来检查偶联间隔。结果:信号调理后,从PPG信号中获得精确的异位搏动检测。过早的心房异位搏动可以基于以不同的耦合间隔的互相距离来区分。结论:通过使用相机获取PPG信号,智能手机不仅能够确定常规窦性心律,而且还具有识别异位节拍的力量。

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