Published on in Vol 9, No 4 (2021): April

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/25347, first published .
Reliable Deep Learning–Based Detection of Misplaced Chest Electrodes During Electrocardiogram Recording: Algorithm Development and Validation

Reliable Deep Learning–Based Detection of Misplaced Chest Electrodes During Electrocardiogram Recording: Algorithm Development and Validation

Reliable Deep Learning–Based Detection of Misplaced Chest Electrodes During Electrocardiogram Recording: Algorithm Development and Validation

Khaled Rjoob   1 * , BSc, MSc ;   Raymond Bond   1 * , PhD ;   Dewar Finlay   1 , PhD ;   Victoria McGilligan   2 , PhD ;   Stephen J Leslie   3 , PhD ;   Ali Rababah   1 , MSc ;   Aleeha Iftikhar   1 , PhD ;   Daniel Guldenring   4 , PhD ;   Charles Knoery   3 , MBChB ;   Anne McShane   5 , MSc ;   Aaron Peace   6 , PhD

1 Faculty of Computing, Engineering & Built Environment, Ulster University, Jordanstown, United Kingdom

2 Faculty of Life & Health Sciences, Centre for Personalised Medicine, Ulster University, Londonderry, United Kingdom

3 Department of Diabetes & Cardiovascular Science, University of the Highlands and Islands, Inverness, United Kingdom

4 HS Kempten, Kempten, Germany, Hochschule Kempten, Kempten, Germany

5 Emergency Department, Letterkenny University Hospital, Donegal, Ireland

6 Western Health and Social Care Trust, Londonderry, United Kingdom

*these authors contributed equally

Corresponding Author:

  • Khaled Rjoob, BSc, MSc
  • Faculty of Computing, Engineering & Built Environment
  • Ulster University
  • Shore Road
  • Jordanstown, BT37 0QB
  • United Kingdom
  • Phone: 44 07904392923
  • Email: rjoob-k@ulster.ac.uk