Open Access
A Systematic Review of Deep Learning Methods for Modeling Electrocardiograms during Sleep
We systematically analyze deep learning for sleep ECG papers from the perspectives of data, model, and task. We also discuss their shortcomings, summarize the findings, and highlight potential opportunities.