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Overview of featurization techniques used in traditional versus emerging deep learning-based algorithms for automated interpretation of the 12-lead ECG.
Finlay, Dewar; Bond, Raymond; Jennings, Michael; McCausland, Christopher; Guldenring, Daniel; Kennedy, Alan; Biglarbeigi, Pardis; Al-Zaiti, Salah S; Brisk, Rob; McLaughlin, James.
Afiliación
  • Finlay D; Faculty of Computing, Engineering and the Built Environment, Ulster University, Jordanstown Campus, Northern Ireland, UK. Electronic address: d.finlay@ulster.ac.uk.
  • Bond R; Faculty of Computing, Engineering and the Built Environment, Ulster University, Jordanstown Campus, Northern Ireland, UK.
  • Jennings M; Faculty of Computing, Engineering and the Built Environment, Ulster University, Jordanstown Campus, Northern Ireland, UK.
  • McCausland C; Faculty of Computing, Engineering and the Built Environment, Ulster University, Jordanstown Campus, Northern Ireland, UK.
  • Guldenring D; University of Applied Sciences Kempten, Fakultät Elektrotechnik, Kempten, Germany.
  • Kennedy A; PulseAI, Belfast, Northern Ireland, UK.
  • Biglarbeigi P; Faculty of Computing, Engineering and the Built Environment, Ulster University, Jordanstown Campus, Northern Ireland, UK.
  • Al-Zaiti SS; Departments of Acute & Tertiary Care Nursing, Emergency Medicine, and Cardiology, University of Pittsburgh, Pittsburgh, PA, USA.
  • Brisk R; Department of Cardiology, Craigavon Area Hospital, Craigavon, Northern Ireland, UK.
  • McLaughlin J; Faculty of Computing, Engineering and the Built Environment, Ulster University, Jordanstown Campus, Northern Ireland, UK.
J Electrocardiol ; 69S: 7-11, 2021.
Article en En | MEDLINE | ID: mdl-34548191
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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Cardiología / Aprendizaje Profundo Límite: Humans Idioma: En Revista: J Electrocardiol Año: 2021 Tipo del documento: Article
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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Cardiología / Aprendizaje Profundo Límite: Humans Idioma: En Revista: J Electrocardiol Año: 2021 Tipo del documento: Article