Noninvasive Screening Tool for Hyperkalemia Using a Single-Lead Electrocardiogram and Deep Learning: Development and Usability Study.

Erdenebayar Urtnasan Jung-Hun Lee Byungjin Moon Hee-Young Lee Kyu Hee Lee Hyun Youk

Published in: JMIR medical informatics (2022)

We developed a novel method for noninvasive screening of hyperkalemia using a single-lead ECG signal, and it can be used as a helpful tool in emergency medicine.

Keyphrases

emergency medicine
deep learning
heart rate
electronic health record
machine learning
health information
convolutional neural network