JIITA

Towards automated interpretation of 12-Lead ECG image: Preliminary Experimental results on 2 Leads

JIITA, vol. 2, no. 3, pp.151-160, Sep, 2018

DOI: soon

Towards automated interpretation of 12-Lead ECG image: Preliminary Experimental results on 2 Leads

Imtiaj Alom, Valliappan Raman, Patrick Hang Hui Then *
Centre for Digital Futures & Faculty of Engineering, Computing and science Swinburne University of Technology Sarawak Campus, Kuching, Malaysia.

Abstract: A standard 12-Lead electrocardiogram (ECG) is one of the most commonly used cardiac diagnostic test. Each of the 12 ECG leads records the electrical activity of the heart from a different angle, and therefore align with different anatomical areas of the heart. This research analyzes multiple ECG leads for multiple anomaly detection and combines the results to produce higher accuracy and to interpret a wider range of cardiac events.

Keyword: ECG interpretation; ECG image; image to signal conversion; 12-Lead ECG

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