Noninvasive assessment of dofetilide plasma concentration using a deep learning (neural network) analysis of the surface electrocardiogram: A proof of concept study.

Zachi I AttiaAlan M SugrueSamuel J AsirvathamMichael J AckermanSuraj KapaPaul A FriedmanPeter A Noseworthy

Published in: PloS one (2018)

This proof of concept study suggests that artificial intelligence (deep learning/neural network) applied to the surface ECG is superior to analysis of the QT interval alone in predicting plasma dofetilide concentration.

Keyphrases

neural network
deep learning
artificial intelligence
big data
machine learning
convolutional neural network
heart rate variability
drug induced
blood pressure