A High-Precision Deep Learning Algorithm to Localize Idiopathic Ventricular Arrhythmias.

Ting-Yung ChangKe-Wei ChenChih-Min LiuShih-Lin ChangYenn-Jiang LinLi-Wei LoYu-Feng HuFa Po ChungChin-Yu LinLing KuoShih-Ann Chen

Published in: Journal of personalized medicine (2022)

Our machine learning algorithm of surface ECG facilitates the localization of VPC, especially for the LV summit, which might optimize the ablation strategy.

Keyphrases

deep learning
machine learning
artificial intelligence
convolutional neural network
catheter ablation
big data
heart failure
heart rate
left ventricular
heart rate variability
congenital heart disease
blood pressure