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Preprocessing of unipolar signals acquired by a novel intracardiac mapping system

机译:新型心内标测系统采集的单极信号的预处理

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The novel high-density mapping system RhythmiaTM Medical (Boston Scientific, Marlborough, USA) allows a fast and automatic acquisition of intracardiac electrograms (EGMs). For recording the ORION mini-basket catheter is used. Due to the small electrode surface, the spatial averaging is smaller than with other commonly used mapping catheters. This results in a higher quality of unipolar signals. However, these are still corrupted by noise such as high frequency interference. Within this project, methods were developed and benchmarked that can be applied to detect and remove these undesired components. An algorithm was implemented to detect and eliminate artificial peaks in the spectrum of the EGM. The filtered signals showed improved quality in time domain. The performance of the spectral peak detection resulted in a median sensitivity of 92.1% and in a median positive predictive value of 91.9%.
机译:新颖的高密度标测系统RhythmiaTM Medical(美国Marlborough的波士顿科学公司)可快速自动获取心内电描记图(EGM)。为了记录ORION迷你篮导管。由于电极表面较小,因此空间平均小于其他常用的标测导管。这导致更高质量的单极信号。但是,它们仍然被诸如高频干扰之类的噪声破坏。在该项目中,开发了各种方法并进行了基准测试,这些方法可用于检测和除去这些不良成分。实施了一种算法来检测和消除EGM光谱中的人工峰。滤波后的信号在时域上显示出改善的质量。光谱峰检测的性能导致中位灵敏度为92.1%,中位阳性预测值为91.9%。

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