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Abstract
Attractor reconstruction analysis has previously been
applied to analyse arterial blood pressure and photoplethysmogram
signals. This study extends this novel technique
to ECG signals. We show that the method gives high
accuracy in identifying gender from ECG signals, performing
significantly better than the same classification by
interval measures.
applied to analyse arterial blood pressure and photoplethysmogram
signals. This study extends this novel technique
to ECG signals. We show that the method gives high
accuracy in identifying gender from ECG signals, performing
significantly better than the same classification by
interval measures.
| Original language | English |
|---|---|
| Title of host publication | 2017 Computing in Cardiology Conference (CinC) |
| DOIs | |
| Publication status | Published - 2018 |
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Dive into the research topics of 'Beyond HRV: Analysis of ECG Signals using Attractor Reconstruction'. Together they form a unique fingerprint.Research output
- 15 Citations
- 1 Conference paper
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Measurement of cardiovascular state using attractor reconstruction analysis
Charlton, P., Camporota, L., Smith, J., Nandi, M., Christie, M. I., Aston, P. & Beale, R., 2015, Signal Processing Conference (EUSIPCO), 2015 Proceedings of the 23rd European. IEEE, 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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