Reconstruction of the 12-lead electrocardiogram from reduced lead sets.

  title={Reconstruction of the 12-lead electrocardiogram from reduced lead sets.},
  author={Stefan Nelwan and Jan A. Kors and Simon H. Meij and Jan H van Bemmel and Maarten L. Simoons},
  journal={Journal of electrocardiology},
  volume={37 1},
In clinical practice, continuous recording of all leads of the 12-lead electrocardiogram (ECG) is often not possible. We wanted to assess how well absent, noisy, or defective leads can be reconstructed from different lead subsets and how well lead reconstruction performs over time. A data set of 234 24-hour ECG recordings was divided into an equally sized training and test set. Precordial leads were systematically removed, and for all lead subsets including both limb leads and at least one… CONTINUE READING

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