Finding type and location of the source of cardiac arrhythmias from the averaged flow velocity field using the

Qi-Hao Li1, Enid Van Nieuwenhuyse2, Yuan-Xun Xia1

  • 1Department of Physics, Zhejiang University, Hangzhou 310027, China.

Physical Review. E
|January 15, 2022
PubMed

Insights

This study introduces the averaged flow velocity-determinant trace (AFV-DT) method to pinpoint sources of cardiac arrhythmias. The novel technique accurately identifies arrhythmia types and locations, even with noisy, low-resolution data.

Area of Science:

  • Cardiovascular Science
  • Biophysics
  • Computational Biology

Background:

  • Life-threatening cardiac arrhythmias stem from abnormal electrical excitation wave propagation.
  • Identifying arrhythmia sources is difficult due to low spatial resolution and noise in electrode recordings.

Purpose of the Study:

  • To develop a novel method for accurately locating sources of cardiac arrhythmias.
  • To address the challenges posed by low spatial resolution and noise in clinical recordings.

Main Methods:

  • Development of the averaged flow velocity-determinant trace (AFV-DT) method.
  • Integration of optical flow analysis (averaged flow velocity) and dynamical systems vector field analysis (determinant-trace).
  • Testing on simulated cardiac tissue data (Luo-Rudy model) and clinical cases.

Main Results:

  • The AFV-DT method successfully identifies focal activity, spiral waves, and rotating waves around obstacles.
  • Effective performance demonstrated on low spatial resolution data (up to 8x8) and robustness against noise.
  • Accurate identification of arrhythmia type and location in two clinical cases.

Conclusions:

  • The AFV-DT method offers a promising solution for localizing arrhythmia sources.
  • The technique shows potential for improving diagnosis and treatment of cardiac arrhythmias.
  • Further development is planned to enhance the method's capabilities.

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