Key result
ST-segment slope algorithm detects myocardial ischemia with ~83% accuracy in database records.
Why the study?
Early detection of myocardial ischemia is important to prevent progression to serious heart diseases including myocardial infarction, but current methods may not be suitable for homecare ECG devices.
Does an algorithm measuring the slope of the ST segment accurately detect myocardial ischemia in ECG records?
Does an algorithm measuring the slope of the ST segment accurately detect myocardial ischemia in ECG records?
An algorithm measuring the slope of the ST segment achieved 83.33% accuracy in detecting myocardial ischemia on selected records from the European ST-T database, suggesting potential for use in homecare ECG devices.
Should not yet change ischemia detection practice; leaves open prospective validation of ST-slope algorithms.
Myocardial ischemia occurs when blood flow to heart is reduced preventing it from receiving enough oxygen. It is a possible indication of partial or complete blockage of coronary arteries. Though ischemia is accompanied by symptoms (fatigue, chest pain, shortness of breath etc.) sometimes it can be silent. If not treated, it can lead to various heart diseases. Most importantly it can progress to myocardial infarction (heart attack), which can be fatal. Thus detecting ischemia at an early stage is important to prevent serious implications. Nowadays personal healthcare monitoring systems are used which provide vital physiological information. In future ECG measurement devices would also be common in homes. So, the proposed work intends to develop an algorithm in detecting myocardial ischemia from ECG, which would be computationally less complex and easy to implement in homecare ECG devices. One way to do it is through continuous or long term monitoring of ECG. The ST segment elevation (or depression) indicates presence of ischemia. The proposed method measures slope of ST segment which must vary in case of ST changes. The algorithm is tested on selected records of the European ST-T database and returns an accuracy of 83.33%.Bangladesh Journal of Medical Physics Vol.10 No.1 2017 12-24
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Farhan et al. (2018) studied Myocardial ischemia. Algorithm measuring slope of ECG ST segment was evaluated on Accuracy of detecting myocardial ischemia. An algorithm measuring the slope of the ECG ST segment detected myocardial ischemia with an accuracy of 83.33% when tested on selected records of the European ST-T database.
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