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Analyzing Facial and Eye Movements to Screen for Alzheimer’s Disease

Brain disease can be screened using eye movements. Degenerative brain disorders change eye movement because they affect not only memory and cognition but also the cranial nervous system involved in eye movement. We compared the facial and eye movement patterns of patients with mild Alzheimer’s disea...

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Autores principales: Nam, Uiseo, Lee, Kunyoung, Ko, Hyunwoong, Lee, Jun-Young, Lee, Eui Chul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7570590/
https://www.ncbi.nlm.nih.gov/pubmed/32961984
http://dx.doi.org/10.3390/s20185349
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author Nam, Uiseo
Lee, Kunyoung
Ko, Hyunwoong
Lee, Jun-Young
Lee, Eui Chul
author_facet Nam, Uiseo
Lee, Kunyoung
Ko, Hyunwoong
Lee, Jun-Young
Lee, Eui Chul
author_sort Nam, Uiseo
collection PubMed
description Brain disease can be screened using eye movements. Degenerative brain disorders change eye movement because they affect not only memory and cognition but also the cranial nervous system involved in eye movement. We compared the facial and eye movement patterns of patients with mild Alzheimer’s disease and cognitively normal people to analyze the neurological signs of dementia. After detecting the facial landmarks, the coordinate values for the movements were extracted. We used Spearman’s correlation coefficient to examine associations between horizontal and vertical facial and eye movements. We analyzed the correlation between facial and eye movements without using special eye-tracking equipment or complex conditions in order to measure the behavioral aspect of the natural human gaze. As a result, we found differences between patients with Alzheimer’s disease and cognitively normal people. Patients suffering from Alzheimer’s disease tended to move their face and eyes simultaneously in the vertical direction, whereas the cognitively normal people did not, as confirmed by a Mann–Whitney–Wilcoxon test. Our findings suggest that objective and accurate measurement of facial and eye movements can be used to screen such patients quickly. The use of camera-based testing for the early detection of patients showing signs of neurodegeneration can have a significant impact on the public care of dementia.
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spelling pubmed-75705902020-10-28 Analyzing Facial and Eye Movements to Screen for Alzheimer’s Disease Nam, Uiseo Lee, Kunyoung Ko, Hyunwoong Lee, Jun-Young Lee, Eui Chul Sensors (Basel) Letter Brain disease can be screened using eye movements. Degenerative brain disorders change eye movement because they affect not only memory and cognition but also the cranial nervous system involved in eye movement. We compared the facial and eye movement patterns of patients with mild Alzheimer’s disease and cognitively normal people to analyze the neurological signs of dementia. After detecting the facial landmarks, the coordinate values for the movements were extracted. We used Spearman’s correlation coefficient to examine associations between horizontal and vertical facial and eye movements. We analyzed the correlation between facial and eye movements without using special eye-tracking equipment or complex conditions in order to measure the behavioral aspect of the natural human gaze. As a result, we found differences between patients with Alzheimer’s disease and cognitively normal people. Patients suffering from Alzheimer’s disease tended to move their face and eyes simultaneously in the vertical direction, whereas the cognitively normal people did not, as confirmed by a Mann–Whitney–Wilcoxon test. Our findings suggest that objective and accurate measurement of facial and eye movements can be used to screen such patients quickly. The use of camera-based testing for the early detection of patients showing signs of neurodegeneration can have a significant impact on the public care of dementia. MDPI 2020-09-18 /pmc/articles/PMC7570590/ /pubmed/32961984 http://dx.doi.org/10.3390/s20185349 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Letter
Nam, Uiseo
Lee, Kunyoung
Ko, Hyunwoong
Lee, Jun-Young
Lee, Eui Chul
Analyzing Facial and Eye Movements to Screen for Alzheimer’s Disease
title Analyzing Facial and Eye Movements to Screen for Alzheimer’s Disease
title_full Analyzing Facial and Eye Movements to Screen for Alzheimer’s Disease
title_fullStr Analyzing Facial and Eye Movements to Screen for Alzheimer’s Disease
title_full_unstemmed Analyzing Facial and Eye Movements to Screen for Alzheimer’s Disease
title_short Analyzing Facial and Eye Movements to Screen for Alzheimer’s Disease
title_sort analyzing facial and eye movements to screen for alzheimer’s disease
topic Letter
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7570590/
https://www.ncbi.nlm.nih.gov/pubmed/32961984
http://dx.doi.org/10.3390/s20185349
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