Noise Removal of Functional Near Infrared Spectroscopy Signals Using Emperical Mode Decomposition and Independent Component Analysis

6th International Conference on the Development of Biomedical Engineering in Vietnam (BME6) - IFMBE Proceedings ◽

10.1007/978-981-10-4361-1_156 ◽

2017 ◽

pp. 925-929

Author(s):

Pham Thi Kim Chi ◽

Vo Nhut Tuan ◽

Nguyen Hoai Thuong ◽

Ho Thi Kieu Khanh ◽

Hui Yu ◽

...

Keyword(s):

Infrared Spectroscopy ◽

Independent Component Analysis ◽

Near Infrared Spectroscopy ◽

Near Infrared ◽

Component Analysis ◽

Noise Removal ◽

Independent Component ◽

Functional Near Infrared Spectroscopy ◽

Mode Decomposition

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Independent Component Analysis of Event-related Functional Near-infrared Spectroscopy (fNIRS)

2008 International Conference on BioMedical Engineering and Informatics ◽

10.1109/bmei.2008.95 ◽

2008 ◽

Author(s):

Yun Jiao ◽

Zhenyu Zhou ◽

Hui Wang ◽

Hongyu Yang ◽

Zongcai Ruan ◽

...

Keyword(s):

Infrared Spectroscopy ◽

Independent Component Analysis ◽

Near Infrared Spectroscopy ◽

Near Infrared ◽

Component Analysis ◽

Independent Component ◽

Functional Near Infrared Spectroscopy

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Noise reduction in functional near-infrared spectroscopy signals by independent component analysis

Review of Scientific Instruments ◽

10.1063/1.4812785 ◽

2013 ◽

Vol 84 (7) ◽

pp. 073106 ◽

Author(s):

Hendrik Santosa ◽

Melissa Jiyoun Hong ◽

Sung-Phil Kim ◽

Keum-Shik Hong

Keyword(s):

Infrared Spectroscopy ◽

Independent Component Analysis ◽

Noise Reduction ◽

Near Infrared Spectroscopy ◽

Near Infrared ◽

Component Analysis ◽

Independent Component ◽

Functional Near Infrared Spectroscopy

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Extraction of fast neuronal changes from multichannel functional near-infrared spectroscopy signals using independent component analysis

10.1117/12.469474 ◽

2002 ◽

Author(s):

Geert Morren ◽

Martin Wolf ◽

Philippe Lemmerling ◽

Ursula Wolf ◽

Jee H. Choi ◽

...

Keyword(s):

Infrared Spectroscopy ◽

Independent Component Analysis ◽

Near Infrared Spectroscopy ◽

Near Infrared ◽

Component Analysis ◽

Independent Component ◽

Functional Near Infrared Spectroscopy

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Test–retest assessment of independent component analysis-derived resting-state functional connectivity based on functional near-infrared spectroscopy

10.1016/j.neuroimage.2010.12.007 ◽

2011 ◽

Vol 55 (2) ◽

pp. 607-615 ◽

Author(s):

Han Zhang ◽

Lian Duan ◽

Yu-Jin Zhang ◽

Chun-Ming Lu ◽

Hanli Liu ◽

...

Keyword(s):

Infrared Spectroscopy ◽

Functional Connectivity ◽

Independent Component Analysis ◽

Near Infrared Spectroscopy ◽

Resting State ◽

Near Infrared ◽

Component Analysis ◽

Independent Component ◽

Resting State Functional Connectivity ◽

Functional Near Infrared Spectroscopy

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Spatiotemporal and time-frequency analysis of functional near infrared spectroscopy brain signals using independent component analysis

Journal of Biomedical Optics ◽

10.1117/1.jbo.18.10.106011 ◽

2013 ◽

Vol 18 (10) ◽

pp. 106011 ◽

Author(s):

Zhen Yuan

Keyword(s):

Infrared Spectroscopy ◽

Independent Component Analysis ◽

Near Infrared Spectroscopy ◽

Frequency Analysis ◽

Near Infrared ◽

Component Analysis ◽

Independent Component ◽

Functional Near Infrared Spectroscopy ◽

Time Frequency ◽

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Concurrent spatiotemporal analysis of functional near-infrared spectroscopy data using independent component analysis

2013 6th International Congress on Image and Signal Processing (CISP) ◽

10.1109/cisp.2013.6745273 ◽

2013 ◽

Author(s):

Zhen Yuan

Keyword(s):

Infrared Spectroscopy ◽

Independent Component Analysis ◽

Near Infrared Spectroscopy ◽

Near Infrared ◽

Spatiotemporal Analysis ◽

Component Analysis ◽

Independent Component ◽

Spectroscopy Data ◽

Functional Near Infrared Spectroscopy

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Detection of fast neuronal signals in the motor cortex from functional near infrared spectroscopy measurements using independent component analysis

Medical & Biological Engineering & Computing ◽

10.1007/bf02351016 ◽

2004 ◽

Vol 42 (1) ◽

pp. 92-99 ◽

Author(s):

G. Morren ◽

M. Wolf ◽

P. Lemmerling ◽

U. Wolf ◽

J. H. Choi ◽

...

Keyword(s):

Infrared Spectroscopy ◽

Motor Cortex ◽

Independent Component Analysis ◽

Near Infrared Spectroscopy ◽

Near Infrared ◽

Component Analysis ◽

Independent Component ◽

Functional Near Infrared Spectroscopy

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Comparison of principal and independent component analysis in removing extracerebral interference from near-infrared spectroscopy signals

Journal of Biomedical Optics ◽

10.1117/1.3253323 ◽

2009 ◽

Vol 14 (5) ◽

pp. 054032 ◽

Author(s):

Jaakko Virtanen ◽

Tommi Noponen ◽

Pekka Meriläinen

Keyword(s):

Infrared Spectroscopy ◽

Independent Component Analysis ◽

Near Infrared Spectroscopy ◽

Near Infrared ◽

Component Analysis ◽

Independent Component

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Integration of independent component analysis with near-infrared spectroscopy for analysis of bioactive components in the medicinal plant Gentiana scabra Bunge

Journal of Food and Drug Analysis ◽

10.1016/j.jfda.2014.01.021 ◽

2014 ◽

Vol 22 (3) ◽

pp. 336-344 ◽

Author(s):

Yung-Kun Chuang ◽

I-Chang Yang ◽

Yangming Martin Lo ◽

Chao-Yin Tsai ◽

Suming Chen

Keyword(s):

Infrared Spectroscopy ◽

Independent Component Analysis ◽

Medicinal Plant ◽

Near Infrared Spectroscopy ◽

Near Infrared ◽

Component Analysis ◽

Independent Component ◽

Bioactive Components ◽

Gentiana Scabra

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Integration of independent component analysis with near infrared spectroscopy for evaluation of rice freshness

Journal of Cereal Science ◽

10.1016/j.jcs.2014.03.005 ◽

2014 ◽

Vol 60 (1) ◽

pp. 238-242 ◽

Author(s):

Yung-Kun Chuang ◽

Yi-Ping Hu ◽

I-Chang Yang ◽

Stephen R. Delwiche ◽

Yangming Martin Lo ◽

...

Keyword(s):

Infrared Spectroscopy ◽

Independent Component Analysis ◽

Near Infrared Spectroscopy ◽

Near Infrared ◽

Component Analysis ◽

Independent Component

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