Stages of sleep indexed by using electrocardiogram and abdominal respiratory effort signals

Takeaway

  • Sleep stages in a large heterogenous dataset were accurately discerned by a model using electrocardiogram (ECG) and abdominal respiratory effort signals.

Why this matters

    Use of ECG and respiratory effort data can be used to discern sleep stages, providing an alternative when electroencephalography is unavailable or unfeasible.