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Organization tracking of long-term atrial fibrillation recordings: differences between paroxysmal and persistent episodes

Författare:
Publiceringsår: 2009
Språk: Engelska
Sidor: 509-512
Volym: 36
Dokumenttyp: Konferensbidrag
Förlag: IEEE Computer Society

Sammanfattning

In this work, a method for non-invasive assessment of
AF organization has been applied to discriminating between
paroxysmal and long-term persistent AF episodes.
Following extraction of the atrial activity (AA) signal,
the dominant atrial frequency (DAF) of the AA was computed
based on a hidden Markov model. Finally, the main
atrial wave (MAW) was obtained by bandpass filtering
centered on the DAF, thus providing a time series suitable
for AF organization estimation with sample entropy
(SampEn). The performance of the method was evaluated
on 24-h Holter recordings with long-term changes
in AF organization. The results showed that episodes of
paroxysmal AF (0.06930.0147) were consistently associated
with lower SampEn than episodes with persistent
AF (0.10560.0146). Moreover, 94.2% of 1-min segments
with paroxysmal AF and 88.6% of 1-min segments with
persistent AF could be correctly classified based on Samp-
En information, thus making it possible to classify longterm
recordings of patients without AF history.

Disputation

Nyckelord

  • Technology and Engineering

Övriga

Computers in Cardiology 2009
2009-09-13/2009-09-16
Park City, Utah, USA
Published
Yes
  • Signal Processing

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