首页> 外文会议>International Conference on Bioinformatics and Biomedical Technology >An Improved Method for Digital Time Series Signal Generation from Scanned ECG Records
【24h】

An Improved Method for Digital Time Series Signal Generation from Scanned ECG Records

机译:扫描心电图记录的数字时间序列信号生成的改进方法

获取原文

摘要

Archiving the paper Electrocardiogram (ECG) trace as an image in hospitals and clinics is a regular practice to maintain the patients' history. However, it requires immense storage space and manpower for storage and retrieval of the patient records. In this paper we have proposed an improved algorithm for the existing paper ECG trace to digital time series with adaptive and iterative image processing techniques. We have tested our algorithm with a number of ECG sheets printed from 12-lead ECG equipments. Further, the proposed technique is enhanced to calculate the heart rate from the obtained time series to facilitate the evaluation of the methodology. Compared with the manually obtained heart rate, the methodology shows an accuracy of 95%, demonstrating the usefulness of the approach. Also, elaborate experimentation with the algorithm has brought out the robustness of the methodology in handling ECG traces from different sources.
机译:将纸张心电图(ECG)追踪作为医院和诊所的图像是一项定期做法,以维持患者的历史。 但是,它需要巨大的存储空间和人力用于储存和检索患者记录。 在本文中,我们提出了一种具有自适应和迭代图像处理技术的现有纸质轨迹的改进算法。 我们已经测试了我们的算法,其中一些由12-Lead ECG设备印刷的ECG纸。 此外,提高了所提出的技术以计算获得的时间序列的心率,以便于评估方法。 与手动获得的心率相比,该方法显示了95%的准确性,表明了方法的有用性。 此外,与算法的详细实验已经介绍了从不同来源处理ECG痕迹的方法的稳健性。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号