Development of deep learning algorithm for detecting dyskalemia based on electrocardiogram.

Dyskalemia is a common electrolyte abnormality. Since dyskalemia can cause fatal arrhythmias and cardiac arrest in severe cases, it is crucial to monitor serum potassium (K) levels on time. We developed deep learning models to detect hyperkalemia (K  ≥ 5.