The Symptom Classification of Alzheimer’s Disease Based on Machine Learning: A Functional Near-infrared Spectroscopy Study

The Journal of Korean Institute of Communications and Information Sciences ◽

10.7840/kics.2021.46.7.1185 ◽

2021 ◽

Vol 46 (7) ◽

pp. 1185-1198

Author(s):

Bomin Kim ◽

Jin-Woo Yu ◽

Eunho Kim ◽

Sung-Ho Lim ◽

Ji-Woong Choi

Keyword(s):

Machine Learning ◽

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Infrared Spectroscopy ◽

Near Infrared Spectroscopy ◽

Near Infrared ◽

Spectroscopy Study ◽

Functional Near Infrared Spectroscopy

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Frontal activity during a verbal emotional working memory task in patients with Alzheimer's disease: A functional near-infrared spectroscopy study

Psychiatry Research Neuroimaging ◽

10.1016/j.pscychresns.2016.12.013 ◽

2017 ◽

Vol 261 ◽

pp. 29-34 ◽

Author(s):

Fatma Ebru Ateş ◽

Banu Cangöz ◽

Erguvan Tuğba Özel Kızıl ◽

Bora Baskak ◽

Zeynel Baran ◽

...

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Working Memory ◽

Infrared Spectroscopy ◽

Near Infrared Spectroscopy ◽

Near Infrared ◽

Memory Task ◽

Spectroscopy Study ◽

Functional Near Infrared Spectroscopy ◽

Frontal Activity

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Corrigendum to “Classification of brain hemodynamic signals arising from visual action observation tasks for brain–computer interfaces: A functional near-infrared spectroscopy study” [Measurement 49 (2014) 320–328]

Measurement ◽

10.1016/j.measurement.2014.05.001 ◽

2014 ◽

Vol 53 ◽

pp. 297

Author(s):

Berdakh Abibullaev ◽

Jinung An ◽

Sang-Hyeon Jin ◽

Jeon Il Moon

Keyword(s):

Infrared Spectroscopy ◽

Near Infrared Spectroscopy ◽

Near Infrared ◽

Action Observation ◽

Brain Computer Interfaces ◽

Spectroscopy Study ◽

Functional Near Infrared Spectroscopy ◽

Computer Interfaces

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Faculty Opinions recommendation of A quantitative near-infrared spectroscopy study: a decrease in cerebral hemoglobin oxygenation in Alzheimer's disease and mild cognitive impairment.

Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature ◽

10.3410/f.30743.487244 ◽

2006 ◽

Author(s):

Yves Joanette

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Cognitive Impairment ◽

Infrared Spectroscopy ◽

Mild Cognitive Impairment ◽

Near Infrared Spectroscopy ◽

Near Infrared ◽

Spectroscopy Study ◽

Hemoglobin Oxygenation

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Classification of brain hemodynamic signals arising from visual action observation tasks for brain–computer interfaces: A functional near-infrared spectroscopy study

Measurement ◽

10.1016/j.measurement.2013.11.044 ◽

2014 ◽

Vol 49 ◽

pp. 320-328 ◽

Author(s):

Berdakh Abibullaev ◽

Jinung An ◽

Sang-Hyeon Jin ◽

Jeon Il Moon

Keyword(s):

Infrared Spectroscopy ◽

Near Infrared Spectroscopy ◽

Near Infrared ◽

Action Observation ◽

Brain Computer Interfaces ◽

Spectroscopy Study ◽

Functional Near Infrared Spectroscopy ◽

Computer Interfaces

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[P4-260]: INVESTIGATION OF A TASK FOR EARLY DETECTION OF COGNITIVE DECLINE IN ELDERLY PEOPLE USING FUNCTIONAL NEAR-INFRARED SPECTROSCOPY (FNIRS) FOR DIAGNOSIS OF ALZHEIMER'S DISEASE

Alzheimer s & Dementia ◽

10.1016/j.jalz.2017.06.2129 ◽

2017 ◽

Vol 13 (7S_Part_28) ◽

pp. P1381-P1382 ◽

Author(s):

Satoshi Yomota ◽

Nakata Hiroko ◽

Hideaki Suzuki ◽

Kazuhiko Uchida ◽

Eiji Ando ◽

...

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Infrared Spectroscopy ◽

Early Detection ◽

Cognitive Decline ◽

Elderly People ◽

Near Infrared Spectroscopy ◽

Near Infrared ◽

Functional Near Infrared Spectroscopy

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Single-trial classification of motor imagery differing in task complexity: a functional near-infrared spectroscopy study

Journal of NeuroEngineering and Rehabilitation ◽

10.1186/1743-0003-8-34 ◽

2011 ◽

Vol 8 (1) ◽

pp. 34 ◽

Author(s):

Lisa Holper ◽

Martin Wolf

Keyword(s):

Infrared Spectroscopy ◽

Motor Imagery ◽

Near Infrared Spectroscopy ◽

Near Infrared ◽

Task Complexity ◽

Spectroscopy Study ◽

Single Trial ◽

Functional Near Infrared Spectroscopy

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A quantitative near-infrared spectroscopy study: A decrease in cerebral hemoglobin oxygenation in Alzheimer’s disease and mild cognitive impairment

Brain and Cognition ◽

10.1016/j.bandc.2005.12.012 ◽

2006 ◽

Vol 61 (2) ◽

pp. 189-194 ◽

Author(s):

Heii Arai ◽

Maki Takano ◽

Koichi Miyakawa ◽

Tsuneyoshi Ota ◽

Tadashi Takahashi ◽

...

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Cognitive Impairment ◽

Infrared Spectroscopy ◽

Mild Cognitive Impairment ◽

Near Infrared Spectroscopy ◽

Near Infrared ◽

Spectroscopy Study ◽

Hemoglobin Oxygenation

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Moderate-Intensity Aerobic Exercise Restores Appetite and Prefrontal Brain Activity to Images of Food Among Persons Dependent on Methamphetamine: A Functional Near-Infrared Spectroscopy Study

Frontiers in Human Neuroscience ◽

10.3389/fnhum.2019.00400 ◽

2019 ◽

Vol 13 ◽

Author(s):

Hongbiao Wang ◽

Yifan Chen ◽

Xiawen Li ◽

Jiakuan Wang ◽

Yu Zhou ◽

...

Keyword(s):

Infrared Spectroscopy ◽

Aerobic Exercise ◽

Near Infrared Spectroscopy ◽

Near Infrared ◽

Brain Activity ◽

Moderate Intensity ◽

Spectroscopy Study ◽

Functional Near Infrared Spectroscopy

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Assessment of cerebral activation patterns while operating a driving simulator with TBI survivors: A functional near-infrared spectroscopy study

Journal of the Neurological Sciences ◽

10.1016/j.jns.2013.07.2007 ◽

2013 ◽

Vol 333 ◽

pp. e574

Author(s):

S. Watanabe ◽

I. Takehara ◽

M. Hitosugi ◽

Y. Hayashi ◽

K. Yonemoto ◽

...

Keyword(s):

Infrared Spectroscopy ◽

Near Infrared Spectroscopy ◽

Near Infrared ◽

Driving Simulator ◽

Spectroscopy Study ◽

Functional Near Infrared Spectroscopy ◽

Cerebral Activation ◽

Activation Patterns

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Application of Deep Learning Techniques to Diagnose Mild Cognitive Impairment: Functional Near-Infrared Spectroscopy Study

10.23919/iccas52745.2021.9650036 ◽

2021 ◽

Author(s):

Min-Kyoung Kang ◽

Keum-Shik Hong

Keyword(s):

Deep Learning ◽

Cognitive Impairment ◽

Infrared Spectroscopy ◽

Mild Cognitive Impairment ◽

Near Infrared Spectroscopy ◽

Near Infrared ◽

Spectroscopy Study ◽

Functional Near Infrared Spectroscopy ◽

Learning Techniques

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