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Novel Method for Rapid Assessment of Cognitive Impairment Using High-Performance Eye-Tracking Technology
A rapid increase in the number of patients with dementia has emerged as a global health challenge. Accumulating evidence suggests that early diagnosis and timely intervention can delay cognitive decline. The diagnosis of dementia is commonly performed using neuropsychological tests, such as the Mini...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6736938/ https://www.ncbi.nlm.nih.gov/pubmed/31506486 http://dx.doi.org/10.1038/s41598-019-49275-x |
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author | Oyama, Akane Takeda, Shuko Ito, Yuki Nakajima, Tsuneo Takami, Yoichi Takeya, Yasushi Yamamoto, Koichi Sugimoto, Ken Shimizu, Hideo Shimamura, Munehisa Katayama, Taiichi Rakugi, Hiromi Morishita, Ryuichi |
author_facet | Oyama, Akane Takeda, Shuko Ito, Yuki Nakajima, Tsuneo Takami, Yoichi Takeya, Yasushi Yamamoto, Koichi Sugimoto, Ken Shimizu, Hideo Shimamura, Munehisa Katayama, Taiichi Rakugi, Hiromi Morishita, Ryuichi |
author_sort | Oyama, Akane |
collection | PubMed |
description | A rapid increase in the number of patients with dementia has emerged as a global health challenge. Accumulating evidence suggests that early diagnosis and timely intervention can delay cognitive decline. The diagnosis of dementia is commonly performed using neuropsychological tests, such as the Mini-Mental State Examination (MMSE), administered by trained examiners. While these traditional neuropsychological tests are valid and reliable, they are neither simple nor sufficiently short as routine screening tools for dementia. Here, we developed a brief cognitive assessment utilizing an eye-tracking technology. The subject views a series of short (178 s) task movies and pictures displayed on a monitor while their gaze points are recorded by the eye-tracking device, and the cognitive scores are determined from the gaze plots data. The cognitive scores were measured by both an eye tracking-based assessment and neuropsychological tests in 80 participants, including 27 cognitively healthy controls (HC), 26 patients with mild cognitive impairment (MCI), and 27 patients with dementia. The eye tracking-based cognitive scores correlated well with the scores from the neuropsychological tests, and they showed a good diagnostic performance in detecting patients with MCI and dementia. Rapid cognitive assessment using eye-tracking technology can enable quantitative scoring and the sensitive detection of cognitive impairment. |
format | Online Article Text |
id | pubmed-6736938 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-67369382019-09-20 Novel Method for Rapid Assessment of Cognitive Impairment Using High-Performance Eye-Tracking Technology Oyama, Akane Takeda, Shuko Ito, Yuki Nakajima, Tsuneo Takami, Yoichi Takeya, Yasushi Yamamoto, Koichi Sugimoto, Ken Shimizu, Hideo Shimamura, Munehisa Katayama, Taiichi Rakugi, Hiromi Morishita, Ryuichi Sci Rep Article A rapid increase in the number of patients with dementia has emerged as a global health challenge. Accumulating evidence suggests that early diagnosis and timely intervention can delay cognitive decline. The diagnosis of dementia is commonly performed using neuropsychological tests, such as the Mini-Mental State Examination (MMSE), administered by trained examiners. While these traditional neuropsychological tests are valid and reliable, they are neither simple nor sufficiently short as routine screening tools for dementia. Here, we developed a brief cognitive assessment utilizing an eye-tracking technology. The subject views a series of short (178 s) task movies and pictures displayed on a monitor while their gaze points are recorded by the eye-tracking device, and the cognitive scores are determined from the gaze plots data. The cognitive scores were measured by both an eye tracking-based assessment and neuropsychological tests in 80 participants, including 27 cognitively healthy controls (HC), 26 patients with mild cognitive impairment (MCI), and 27 patients with dementia. The eye tracking-based cognitive scores correlated well with the scores from the neuropsychological tests, and they showed a good diagnostic performance in detecting patients with MCI and dementia. Rapid cognitive assessment using eye-tracking technology can enable quantitative scoring and the sensitive detection of cognitive impairment. Nature Publishing Group UK 2019-09-10 /pmc/articles/PMC6736938/ /pubmed/31506486 http://dx.doi.org/10.1038/s41598-019-49275-x Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Oyama, Akane Takeda, Shuko Ito, Yuki Nakajima, Tsuneo Takami, Yoichi Takeya, Yasushi Yamamoto, Koichi Sugimoto, Ken Shimizu, Hideo Shimamura, Munehisa Katayama, Taiichi Rakugi, Hiromi Morishita, Ryuichi Novel Method for Rapid Assessment of Cognitive Impairment Using High-Performance Eye-Tracking Technology |
title | Novel Method for Rapid Assessment of Cognitive Impairment Using High-Performance Eye-Tracking Technology |
title_full | Novel Method for Rapid Assessment of Cognitive Impairment Using High-Performance Eye-Tracking Technology |
title_fullStr | Novel Method for Rapid Assessment of Cognitive Impairment Using High-Performance Eye-Tracking Technology |
title_full_unstemmed | Novel Method for Rapid Assessment of Cognitive Impairment Using High-Performance Eye-Tracking Technology |
title_short | Novel Method for Rapid Assessment of Cognitive Impairment Using High-Performance Eye-Tracking Technology |
title_sort | novel method for rapid assessment of cognitive impairment using high-performance eye-tracking technology |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6736938/ https://www.ncbi.nlm.nih.gov/pubmed/31506486 http://dx.doi.org/10.1038/s41598-019-49275-x |
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