Discriminating electrocardiographic responses to His-bundle pacing using machine learning (vol 1, pg 11, 2020)

Ahran D. Arnold,James P. Howard, Aiswarya Gopi, Cheng Pou Chan,Nadine Ali,Yousif Ahmad,Ian J. Wright,Fu Siong Ng,Nick W. F. Linton,Prapa Kanagaratnam,Nicholas S. Peters,Daniel Rueckert,Darrel P. Francis,Zachary I. Whinnett

Cardiovascular digital health journal（2020）

引用 9|浏览67

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摘要

We demonstrated proof of concept that a neural network can be trained to automate discrimination between HBP ECG responses. When a larger dataset is trained to higher accuracy, automated AI ECG analysis could facilitate HBP implantation and follow-up and prevent complications resulting from incorrect HBP ECG analysis.

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关键词

Artificial intelligence,Conduction system pacing,Electrocardiography,His-bundle pacing,Machine learning,Neural networks,Pacemakers

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