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胃肠道电描记套件 (GEMS):用于分析和可视化时空细节高分辨率 (多电极) 记录的软件。

The gastrointestinal electrical mapping suite (GEMS): software for analyzing and visualizing high-resolution (multi-electrode) recordings in spatiotemporal detail.

机构信息

Auckland Bioengineering Institute, Department of Surgery, The University of Auckland, Auckland, New Zealand.

出版信息

BMC Gastroenterol. 2012 Jun 6;12:60. doi: 10.1186/1471-230X-12-60.

Abstract

BACKGROUND

Gastrointestinal contractions are controlled by an underlying bioelectrical activity. High-resolution spatiotemporal electrical mapping has become an important advance for investigating gastrointestinal electrical behaviors in health and motility disorders. However, research progress has been constrained by the low efficiency of the data analysis tasks. This work introduces a new efficient software package: GEMS (Gastrointestinal Electrical Mapping Suite), for analyzing and visualizing high-resolution multi-electrode gastrointestinal mapping data in spatiotemporal detail.

RESULTS

GEMS incorporates a number of new and previously validated automated analytical and visualization methods into a coherent framework coupled to an intuitive and user-friendly graphical user interface. GEMS is implemented using MATLAB®, which combines sophisticated mathematical operations and GUI compatibility. Recorded slow wave data can be filtered via a range of inbuilt techniques, efficiently analyzed via automated event-detection and cycle clustering algorithms, and high quality isochronal activation maps, velocity field maps, amplitude maps, frequency (time interval) maps and data animations can be rapidly generated. Normal and dysrhythmic activities can be analyzed, including initiation and conduction abnormalities. The software is distributed free to academics via a community user website and forum (http://sites.google.com/site/gimappingsuite).

CONCLUSIONS

This software allows for the rapid analysis and generation of critical results from gastrointestinal high-resolution electrical mapping data, including quantitative analysis and graphical outputs for qualitative analysis. The software is designed to be used by non-experts in data and signal processing, and is intended to be used by clinical researchers as well as physiologists and bioengineers. The use and distribution of this software package will greatly accelerate efforts to improve the understanding of the causes and clinical consequences of gastrointestinal electrical disorders, through high-resolution electrical mapping.

摘要

背景

胃肠道收缩受潜在的生物电活动控制。高分辨率时空电映射已成为研究健康和运动障碍中胃肠道电行为的重要进展。然而,研究进展受到数据分析任务效率低下的限制。本工作介绍了一个新的高效软件包:GEMS(胃肠道电映射套件),用于分析和可视化时空细节的高分辨率多电极胃肠道映射数据。

结果

GEMS 将许多新的和以前验证过的自动分析和可视化方法纳入一个连贯的框架中,并与直观的用户友好图形用户界面相结合。GEMS 是使用 MATLAB®实现的,它结合了复杂的数学运算和 GUI 兼容性。记录的慢波数据可以通过一系列内置技术进行过滤,通过自动事件检测和周期聚类算法进行高效分析,并可以快速生成高质量的等时激活图、速度场图、幅度图、频率(时间间隔)图和数据动画。可以分析正常和心律失常活动,包括起始和传导异常。该软件通过一个社区用户网站和论坛(http://sites.google.com/site/gimappingsuite)免费分发给学术界。

结论

该软件允许从胃肠道高分辨率电映射数据中快速分析和生成关键结果,包括用于定性分析的定量分析和图形输出。该软件旨在供非数据和信号处理专家使用,也可供临床研究人员以及生理学家和生物工程师使用。该软件包的使用和分发将极大地加速通过高分辨率电映射来提高对胃肠道电障碍的原因和临床后果的理解的努力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6363/3464652/94d2a7c6c5ae/1471-230X-12-60-1.jpg

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