Deep learning-based electrocardiographic screening for chronic kidney disease

Abstract

Our deep learning algorithm is able to detect CKD using ECG waveforms, with stronger performance in younger patients and more severe CKD stages. This ECG algorithm has the potential to augment screening for CKD.