Beyond HRV: Analysis of ECG Signals using Attractor Reconstruction
| Autor: | Philip J. Aston, Manasi Nandi, Esther Bonet-Luz, Peter Charlton, Mark R. Christie, Gary Chaffey, Jane V Lyle |
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| Přispěvatelé: | Pickett, Christine, Corsi, Cristiana, Laguna, Pablo, MacLeod, Rob |
| Rok vydání: | 2017 |
| Předmět: |
Novel technique
Computer science business.industry 0206 medical engineering Pattern recognition 02 engineering and technology 030204 cardiovascular system & hematology 020601 biomedical engineering 03 medical and health sciences 0302 clinical medicine Blood pressure Attractor Interval (graph theory) Artificial intelligence Ecg signal business |
| Zdroj: | CinC |
| ISSN: | 2325-887X |
| DOI: | 10.22489/cinc.2017.091-096 |
| Popis: | Attractor reconstruction analysis has previously been applied to analyse arterial blood pressure and photo-plethysmogram 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. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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