Publikationer
ECG-based feature tracking in atrial tachyarrhythmias
Avdelning/ar:
Publiceringsår: 2003
Språk: Engelska
Sidor: 721-724
Publikation/Tidskrift/Serie: Computers in Cardiology 2003 (IEEE Cat. No.03CH37504)
Volym: 30
Dokumenttyp: Konferensbidrag
Förlag: IEEE
Sammanfattning
A new method for extraction of general features in ECGs with atrial tachyarrhythmias is presented. The method is based on our recent method for atrial signal characterization which sequentially decomposes a time-frequency distribution into a set of parameters. In addition to rate and amplitude, the method tracks information on regularity, waveform, and structure of the atrial signal. The proposed method includes a feature tracker which continuously tracks the structure of the harmonic spectral pattern in order to determine which of a set of archetype waveforms that is best matched. The method also includes a trend detector, which detects significant long-term changes in the time series of frequency estimates. The results, illustrated by signals obtained during different interventions and a test signal, show that the algorithms can discriminate between different types of atrial rhythms
Disputation
Nyckelord
- Technology and Engineering
- atrial signal structure
- harmonic spectral pattern
- trend detector
- time series
- atrial signal waveform
- atrial signal regularity
- time-frequency distribution
- atrial signal characterization
- feature extraction
- ECG-based feature tracking
- atrial tachyarrhythmias
Övrigt
Computers in Cardiology 2003
21-24 Sept. 2003
Thessaloniki Chalkidiki, Greece
Published
Yes
- ISBN: 0-7803-8170-X

