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MertDuman / Zero-Shot-ECG

A Personalized Zero-Shot ECG Anomaly Monitoring System: From Sparse Representation Based Domain Adaption to Energy Efficient Suspicious Beat Detection for a Practical ECG Surveillance
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What about lead 1? #2

Closed lqh52 closed 1 year ago

lqh52 commented 1 year ago

Hi, I just wonder why you did not use the lead 1 data? Thanks!

MertDuman commented 1 year ago

Hi,

Previous studies, such as [1, 2], have evaluated their methods' performance on lead 2. Similarly, we have decided to use lead 2 to ensure a fair comparison.

[1] S. Kiranyaz, T. Ince, and M. Gabbouj, “Personalized monitoring and advance warning system for cardiac arrhythmias,” Scientific Reports, vol. 7, no. 1, p. 9270, 2017. [2] Z. Zhou, X. Zhai, and C. Tin, “Fully automatic electrocardiogram classification system based on generative adversarial network with auxiliary classifier,” Expert Systems with Applications, vol. 174, p. 114809, 2021.