Literature DB >> 15887543

Motion artifact cancellation in NIR spectroscopy using Wiener filtering.

Meltem Izzetoglu1, Ajit Devaraj, Scott Bunce, Banu Onaral.   

Abstract

We present a Wiener filtering based algorithm for the elimination of motion artifacts present in Near Infrared (NIR) spectroscopy measurements. Until now, adaptive filtering was the only technique used in the noise cancellation in NIR studies. The results in this preliminary study revealed that the proposed method gives better estimates than the classical adaptive filtering approach without the need for additional sensor measurements. Moreover, this novel technique has the potential to filter out motion artifacts in functional near infrared (fNIR) signals, too.

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Year:  2005        PMID: 15887543     DOI: 10.1109/TBME.2005.845243

Source DB:  PubMed          Journal:  IEEE Trans Biomed Eng        ISSN: 0018-9294            Impact factor:   4.538


  37 in total

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Authors:  Luis Fernando Nicolas-Alonso; Jaime Gomez-Gil
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2.  Functional near-infrared spectroscopy maps cortical plasticity underlying altered motor performance induced by transcranial direct current stimulation.

Authors:  Bilal Khan; Timea Hodics; Nathan Hervey; George Kondraske; Ann M Stowe; George Alexandrakis
Journal:  J Biomed Opt       Date:  2013-11       Impact factor: 3.170

3.  Functional near infrared spectroscopy (NIRS) signal improvement based on negative correlation between oxygenated and deoxygenated hemoglobin dynamics.

Authors:  Xu Cui; Signe Bray; Allan L Reiss
Journal:  Neuroimage       Date:  2009-11-26       Impact factor: 6.556

Review 4.  Wearable sensors: modalities, challenges, and prospects.

Authors:  J Heikenfeld; A Jajack; J Rogers; P Gutruf; L Tian; T Pan; R Li; M Khine; J Kim; J Wang; J Kim
Journal:  Lab Chip       Date:  2018-01-16       Impact factor: 6.799

5.  Effect of motion artifacts and their correction on near-infrared spectroscopy oscillation data: a study in healthy subjects and stroke patients.

Authors:  Juliette Selb; Meryem A Yücel; Dorte Phillip; Henrik W Schytz; Helle K Iversen; Mark Vangel; Messoud Ashina; David A Boas
Journal:  J Biomed Opt       Date:  2015-05       Impact factor: 3.170

6.  The effect of fear of falling on prefrontal cortex activation and efficiency during walking in older adults.

Authors:  Roee Holtzer; Rebecca Kraut; Meltem Izzetoglu; Kenny Ye
Journal:  Geroscience       Date:  2019-02-09       Impact factor: 7.713

7.  Characterization of the relative contributions from systemic physiological noise to whole-brain resting-state functional near-infrared spectroscopy data using single-channel independent component analysis.

Authors:  Ardalan Aarabi; Theodore J Huppert
Journal:  Neurophotonics       Date:  2016-06-06       Impact factor: 3.593

8.  The Effects of Perceived Pain in the Past Month on Prefrontal Cortex Activation Patterns Assessed During Cognitive and Motor Performances in Older Adults.

Authors:  Hannah Pakray; Elizabeth Seng; Meltem Izzetoglu; Roee Holtzer
Journal:  Pain Med       Date:  2021-02-23       Impact factor: 3.750

9.  Two-stage motion artefact reduction algorithm for electrocardiogram using weighted adaptive noise cancelling and recursive Hampel filter.

Authors:  Fuad A Ghaleb; Maznah Bte Kamat; Mazleena Salleh; Mohd Foad Rohani; Shukor Abd Razak
Journal:  PLoS One       Date:  2018-11-20       Impact factor: 3.240

10.  Motion artifact cancellation in NIR spectroscopy using discrete Kalman filtering.

Authors:  Meltem Izzetoglu; Prabhakar Chitrapu; Scott Bunce; Banu Onaral
Journal:  Biomed Eng Online       Date:  2010-03-09       Impact factor: 2.819

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