Automatic triage of twelve-lead electrocardiograms using deep convolutional neural networks: a first implementation study.

Rutger R van de LeurMeike T G M van SleuwenPeter-Paul M ZwetslootPim van der HarstPieter A DoevendansRutger J Hassink René van Es

Published in: European heart journal. Digital health (2023)

This study is the first to prospectively investigate the impact of clinical implementation of an ECG-based AI triage algorithm. It shows that DELTAnet is efficacious and safe to be used in clinical practice for triage of 12-lead ECGs in non-cardiology hospital departments.

Keyphrases

emergency department
deep learning
convolutional neural network
healthcare
primary care
clinical practice
machine learning
quality improvement
heart rate variability
acute care