DOAJ Open Access 2024

Paper-Recorded ECG Digitization Method with Automatic Reference Voltage Selection for Telemonitoring and Diagnosis

Liang-Hung Wang Chao-Xin Xie Tao Yang Hong-Xin Tan Ming-Hui Fan +6 lainnya

Abstrak

In electrocardiograms (ECGs), multiple forms of encryption and preservation formats create difficulties for data sharing and retrospective disease analysis. Additionally, photography and storage using mobile devices are convenient, but the images acquired contain different noise interferences. To address this problem, a suite of novel methodologies was proposed for converting paper-recorded ECGs into digital data. Firstly, this study ingeniously removed gridlines by utilizing the Hue Saturation Value (HSV) spatial properties of ECGs. Moreover, this study introduced an innovative adaptive local thresholding method with high robustness for foreground–background separation. Subsequently, an algorithm for the automatic recognition of calibration square waves was proposed to ensure consistency in amplitude, rather than solely in shape, for digital signals. The original signal reconstruction algorithm was validated with the MIT–BIH and PTB databases by comparing the difference between the reconstructed and the original signals. Moreover, the mean of the Pearson correlation coefficient was 0.97 and 0.98, respectively, while the mean absolute errors were 0.324 and 0.241, respectively. The method proposed in this study converts paper-recorded ECGs into a digital format, enabling direct analysis using software. Automated techniques for acquiring and restoring ECG reference voltages enhance the reconstruction accuracy. This innovative approach facilitates data storage, medical communication, and remote ECG analysis, and minimizes errors in remote diagnosis.

Topik & Kata Kunci

Penulis (11)

L

Liang-Hung Wang

C

Chao-Xin Xie

T

Tao Yang

H

Hong-Xin Tan

M

Ming-Hui Fan

I

I-Chun Kuo

Z

Zne-Jung Lee

T

Tsung-Yi Chen

P

Pao-Cheng Huang

S

Shih-Lun Chen

P

Patricia Angela R. Abu

Format Sitasi

Wang, L., Xie, C., Yang, T., Tan, H., Fan, M., Kuo, I. et al. (2024). Paper-Recorded ECG Digitization Method with Automatic Reference Voltage Selection for Telemonitoring and Diagnosis. https://doi.org/10.3390/diagnostics14171910

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Informasi Jurnal
Tahun Terbit
2024
Sumber Database
DOAJ
DOI
10.3390/diagnostics14171910
Akses
Open Access ✓