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A System and Method for Online High-Resolution Mapping of Gastric Slow-Wave Activity

机译:在线高分辨率绘制胃慢波活动的系统和方法

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摘要

High-resolution (HR) mapping employs multielectrode arrays to achieve spatially detailed analyses of propagating bioelectrical events. A major current limitation is that spatial analyses must currently be performed “off-line” (after experiments), compromising timely recording feedback and restricting experimental interventions. These problems motivated development of a system and method for “online” HR mapping. HR gastric recordings were acquired and streamed to a novel software client. Algorithms were devised to filter data, identify slow-wave events, eliminate corrupt channels, and cluster activation events. A graphical user interface animated data and plotted electrograms and maps. Results were compared against off-line methods. The online system analyzed 256-channel serosal recordings with no unexpected system terminations with a mean delay 18 s. Activation time marking sensitivity was 0.92; positive predictive value was 0.93. Abnormal slow-wave patterns including conduction blocks, ectopic pacemaking, and colliding wave fronts were reliably identified. Compared to traditional analysis methods, online mapping had comparable results with equivalent coverage of 90% of electrodes, average RMS errors of less than 1 s, and CC of activation maps of 0.99. Accurate slow-wave mapping was achieved in near real-time, enabling monitoring of recording quality and experimental interventions targeted to dysrhythmic onset. This work also advances the translation of HR mapping toward real-time clinical application.
机译:高分辨率(HR)映射采用多电极阵列来实现传播的生物电事件的空间详细分析。当前的主要限制是,空间分析当前必须“离线”执行(在实验之后),从而损害了及时记录反馈并限制了实验干预。这些问题促使开发“在线” HR映射的系统和方法。获得了HR胃部记录并将其流式传输到新型软件客户端。设计了一些算法来过滤数据,识别慢波事件,消除损坏的信道和群集激活事件。图形用户界面对数据进行动画处理,并绘制了电描记图和地图。将结果与离线方法进行了比较。在线系统分析了256通道浆膜记录,没有意外的系统终止,平均延迟为18 s。激活时间标记灵敏度为0.92;阳性预测值为0.93。可以可靠地识别出包括传导阻滞,异位起搏和碰撞波阵面在内的异常慢波模式。与传统分析方法相比,在线映射具有相当的结果,等效覆盖率达90%的电极,平均RMS误差小于1 s,激活图的CC值为0.99。几乎实时地实现了准确的慢波测绘,从而可以监控记录质量和针对心律失常发作的实验性干预措施。这项工作还推动了HR映射向实时临床应用的转化。

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