Suppression of Motion Artifacts in Optical Action Potential Records by Independent Component Analysis

Investor logo
Investor logo

Warning

This publication doesn't include Faculty of Sports Studies. It includes Faculty of Medicine. Official publication website can be found on muni.cz.
Authors

JANOUŠEK Oto KOLÁŘOVÁ Jana RONZHINA Marina NOVÁKOVÁ Marie KRISHNAN Sridhar

Year of publication 2012
Type Article in Proceedings
Conference Computing in Cardiology
MU Faculty or unit

Faculty of Medicine

Citation
Web http://cinc.mit.edu/archives/2012/pdf/0641.pdf
Field Physiology
Keywords Motion artifact; Independent Component Analysis; Optical recording; Voltage-sensitive dyes; di-4-ANEPPS; supression
Attached files
Description Optical signals reflect electrical changes in the heart; however, the presence of motion artifact (MA) complicates the evaluation. Possibility of MA suppression by independent component analysis (ICA) method is presented in this article with an analysis of ICA efficiency and its limitations. Suppression of MA by ICA method was compared with results obtained by state-of-the-art signal processing method, the ratio method. Based on this comparison, the ICA was found as highly precise and useful method for motion artifact removal. ICA seems to be a promising tool for analysis of optical signals recorded from the heart surface.
Related projects:

You are running an old browser version. We recommend updating your browser to its latest version.

More info