Can a deep learning algorithm predict cardiac arrest using conventional 12-lead and single-lead ECGs?
A deep learning algorithm can predict cardiac arrest using both conventional 12-lead and single-lead wearable ECGs.
Our DLA successfully predicted cardiac arrest using diverse formats of ECG. The results indicate that cardiac arrest could be screened and predicted not only with a conventional 12-lead ECG, but also with a single-lead ECG using a wearable device that employs our DLA.
Kwon et al. (Tue,) studied this question.