Cargando…
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...
Autores principales: | , , , , |
---|---|
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 |
_version_ | 1783596981995700224 |
---|---|
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. |
format | Online Article Text |
id | pubmed-7570590 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT namuiseo analyzingfacialandeyemovementstoscreenforalzheimersdisease AT leekunyoung analyzingfacialandeyemovementstoscreenforalzheimersdisease AT kohyunwoong analyzingfacialandeyemovementstoscreenforalzheimersdisease AT leejunyoung analyzingfacialandeyemovementstoscreenforalzheimersdisease AT leeeuichul analyzingfacialandeyemovementstoscreenforalzheimersdisease |