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eess.SP2021★ 1 cited
Synthesis of standard 12-lead electrocardiograms using two dimensional generative adversarial network
Yu-He Zhang, Saeed Babaeizadeh
This paper proposes a two-dimensional (2D) bidirectional long short-term memory generative adversarial network (GAN) to produce synthetic standard 12-lead ECGs corresponding to fou…
eess.SP2017★ 5 cited
Densely Connected Convolutional Networks and Signal Quality Analysis to Detect Atrial Fibrillation Using Short Single-Lead ECG Recordings
Jonathan Rubin, Saman Parvaneh, Asif Rahman +2
The development of new technology such as wearables that record high-quality single channel ECG, provides an opportunity for ECG screening in a larger population, especially for at…