Literature DB >> 21096093

Wavelet based motion artifact removal for Functional Near Infrared Spectroscopy.

Behnam Molavi1, Guy A Dumont.   

Abstract

Functional Near Infrared Spectroscopy (fNIRS) enables researchers to conduct studies in situations where use of other functional imaging methods is impossible. An important shortcoming of fNIRS is the sensitivity to motion artifacts. We propose a new wavelet based algorithm for removing movement artifacts from fNIRS signals. We tested the method on simulated and experimental fNIRS data. The results show an average of 18.97 dB and 15.54 dB attenuation in motion artifacts power for our two test subjects without introducing significant distortion in the artifact-free regions of the signal.

Mesh:

Year:  2010        PMID: 21096093     DOI: 10.1109/IEMBS.2010.5626589

Source DB:  PubMed          Journal:  Annu Int Conf IEEE Eng Med Biol Soc        ISSN: 2375-7477


  7 in total

1.  Wavelet-based method for removing global physiological noise in functional near-infrared spectroscopy.

Authors:  Lian Duan; Ziping Zhao; Yongling Lin; Xiaoyan Wu; Yuejia Luo; Pengfei Xu
Journal:  Biomed Opt Express       Date:  2018-07-24       Impact factor: 3.732

2.  Head hemodynamics and systemic responses during auditory stimulation.

Authors:  Vanesa Muñoz; José A Diaz-Sanchez; Manuel Muñoz-Caracuel; Carlos M Gómez
Journal:  Physiol Rep       Date:  2022-07

3.  Investigation of functional near-infrared spectroscopy signal quality and development of the hemodynamic phase correlation signal.

Authors:  Uzair Hakim; Paola Pinti; Adam J Noah; Xian Zhang; Paul Burgess; Antonia Hamilton; Joy Hirsch; Ilias Tachtsidis
Journal:  Neurophotonics       Date:  2022-05-18       Impact factor: 4.212

4.  Effects of degraded speech processing and binaural unmasking investigated using functional near-infrared spectroscopy (fNIRS).

Authors:  Xin Zhou; Gabriel S Sobczak; Colette M McKay; Ruth Y Litovsky
Journal:  PLoS One       Date:  2022-04-25       Impact factor: 3.752

5.  Comparing fNIRS signal qualities between approaches with and without short channels.

Authors:  Xin Zhou; Gabriel Sobczak; Colette M McKay; Ruth Y Litovsky
Journal:  PLoS One       Date:  2020-12-23       Impact factor: 3.240

6.  Temporal hemodynamic classification of two hands tapping using functional near-infrared spectroscopy.

Authors:  Nguyen Thanh Hai; Ngo Q Cuong; Truong Q Dang Khoa; Vo Van Toi
Journal:  Front Hum Neurosci       Date:  2013-09-02       Impact factor: 3.169

7.  Mental workload during n-back task-quantified in the prefrontal cortex using fNIRS.

Authors:  Christian Herff; Dominic Heger; Ole Fortmann; Johannes Hennrich; Felix Putze; Tanja Schultz
Journal:  Front Hum Neurosci       Date:  2014-01-16       Impact factor: 3.169

  7 in total

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