A Hybrid Machine Learning Approach to Localizing the Origin of Ventricular Tachycardia Using 12-Lead Electrocardiograms

BACKGROUND: Machine learning models may help localize the site of origin of ventricular tachycardia (VT) using 12-lead electrocardiograms. However, population-based models suffer from inter-subject anatomical variations within ECG data, while patient-specific models face the open challenge of what p...

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Vydáno v:Comput Biol Med
Hlavní autoři: Missel, Ryan, Gyawali, Prashnna K., Murkute, Jaideep Vitthal, Li, Zhiyuan, Zhou, Shijie, AbdelWahab, Amir, Davis, Jason, Warren, James, Sapp, John L., Wang, Linwei
Médium: Artigo
Jazyk:Inglês
Vydáno: 2020
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On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7606703/
https://ncbi.nlm.nih.gov/pubmed/33002841
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.compbiomed.2020.104013
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