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Automatic QRS complex detection algorithm designed for a novel wearable, wireless electrocardiogram recording device

机译:专为新型可穿戴无线心电图记录设备设计的自动QRS复杂检测算法

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摘要

We have designed and optimized an automatic QRS complex detection algorithm for electrocardiogram (ECG) signals recorded with the DELTA ePatch platform. The algorithm is able to automatically switch between single-channel and multi-channel analysis mode. This preliminary study includes data from 11 patients measured with the DELTA ePatch platform and the algorithm achieves an average QRS sensitivity and positive predictivity of 99.57% and 99.57%, respectively. The algorithm was also evaluated on all 48 records from the MIT-BIH Arrhythmia Database (MITDB) with an average sensitivity and positive predictivity of 99.63% and 99.63%, respectively.
机译:我们针对DELTA ePatch平台记录的心电图(ECG)信号设计并优化了自动QRS复杂检测算法。该算法能够在单通道和多通道分析模式之间自动切换。这项初步研究包括使用DELTA ePatch平台测量的11位患者的数据,该算法的平均QRS敏感性和阳性预测率分别为99.57%和99.57%。还对来自MIT-BIH心律失常数据库(MITDB)的所有48条记录进行了算法评估,其平均敏感性和阳性预测率分别为99.63%和99.63%。

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