A hybrid machine learning approach to localizing the origin of ventricular tachycardia using 12-lead electrocardiograms

Ryan Missel, Prashnna K. Gyawali, Jaideep Vitthal Murkute, Zhiyuan Li, Shijie Zhou, Amir AbdelWahab, Jason Davis, James Warren, John L. Sapp, Linwei Wang

Research output: Contribution to journalArticlepeer-review

16 Citations (Scopus)
Original languageEnglish
Article number104013
JournalComputers in Biology and Medicine
Volume126
DOIs
Publication statusPublished - Nov 2020
Externally publishedYes

ASJC Scopus Subject Areas

  • Health Informatics
  • Computer Science Applications

Keywords

  • Active learning
  • Disentangled representation learning
  • Electrocardiogram
  • Pace-mapping
  • Ventricular tachycardia

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