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A New Smart 2-Min Mobile Alerting Method for Mild Cognitive Impairment Due to Alzheimer’s Disease in the Community
The early identification of mild cognitive impairment (MCI) due to Alzheimer’s disease (AD), in an early stage of AD can expand the AD warning window. We propose a new capability index evaluating the spatial execution process (SEP), which can dynamically evaluate the execution process in the space n...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9954272/ https://www.ncbi.nlm.nih.gov/pubmed/36831787 http://dx.doi.org/10.3390/brainsci13020244 |
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author | Wang, Yujia Chen, Tong Wang, Chen Ogihara, Atsushi Ma, Xiaowen Huang, Shouqiang Zhou, Siyu Li, Shuwu Liu, Jiakang Li, Kai |
author_facet | Wang, Yujia Chen, Tong Wang, Chen Ogihara, Atsushi Ma, Xiaowen Huang, Shouqiang Zhou, Siyu Li, Shuwu Liu, Jiakang Li, Kai |
author_sort | Wang, Yujia |
collection | PubMed |
description | The early identification of mild cognitive impairment (MCI) due to Alzheimer’s disease (AD), in an early stage of AD can expand the AD warning window. We propose a new capability index evaluating the spatial execution process (SEP), which can dynamically evaluate the execution process in the space navigation task. The hypothesis is proposed that there are neurobehavioral differences between normal cognitive (NC) elderly and AD patients with MCI reflected in digital biomarkers captured during SEP. According to this, we designed a new smart 2-min mobile alerting method for MCI due to AD, for community screening. Two digital biomarkers, total mission execution distance ([Formula: see text]) and execution distance above the transverse obstacle ([Formula: see text]), were selected by step-up regression analysis. For the participants with more than 9 years of education, the alerting efficiency of the combination of the two digital biomarkers for MCI due to AD could reach 0.83. This method has the advantages of fast speed, high alerting efficiency, low cost and high intelligence and thus has a high application value for community screening in developing countries. It also provides a new intelligent alerting approach based on the human–computer interaction (HCI) paradigm for MCI due to AD in community screening. |
format | Online Article Text |
id | pubmed-9954272 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-99542722023-02-25 A New Smart 2-Min Mobile Alerting Method for Mild Cognitive Impairment Due to Alzheimer’s Disease in the Community Wang, Yujia Chen, Tong Wang, Chen Ogihara, Atsushi Ma, Xiaowen Huang, Shouqiang Zhou, Siyu Li, Shuwu Liu, Jiakang Li, Kai Brain Sci Article The early identification of mild cognitive impairment (MCI) due to Alzheimer’s disease (AD), in an early stage of AD can expand the AD warning window. We propose a new capability index evaluating the spatial execution process (SEP), which can dynamically evaluate the execution process in the space navigation task. The hypothesis is proposed that there are neurobehavioral differences between normal cognitive (NC) elderly and AD patients with MCI reflected in digital biomarkers captured during SEP. According to this, we designed a new smart 2-min mobile alerting method for MCI due to AD, for community screening. Two digital biomarkers, total mission execution distance ([Formula: see text]) and execution distance above the transverse obstacle ([Formula: see text]), were selected by step-up regression analysis. For the participants with more than 9 years of education, the alerting efficiency of the combination of the two digital biomarkers for MCI due to AD could reach 0.83. This method has the advantages of fast speed, high alerting efficiency, low cost and high intelligence and thus has a high application value for community screening in developing countries. It also provides a new intelligent alerting approach based on the human–computer interaction (HCI) paradigm for MCI due to AD in community screening. MDPI 2023-01-31 /pmc/articles/PMC9954272/ /pubmed/36831787 http://dx.doi.org/10.3390/brainsci13020244 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Wang, Yujia Chen, Tong Wang, Chen Ogihara, Atsushi Ma, Xiaowen Huang, Shouqiang Zhou, Siyu Li, Shuwu Liu, Jiakang Li, Kai A New Smart 2-Min Mobile Alerting Method for Mild Cognitive Impairment Due to Alzheimer’s Disease in the Community |
title | A New Smart 2-Min Mobile Alerting Method for Mild Cognitive Impairment Due to Alzheimer’s Disease in the Community |
title_full | A New Smart 2-Min Mobile Alerting Method for Mild Cognitive Impairment Due to Alzheimer’s Disease in the Community |
title_fullStr | A New Smart 2-Min Mobile Alerting Method for Mild Cognitive Impairment Due to Alzheimer’s Disease in the Community |
title_full_unstemmed | A New Smart 2-Min Mobile Alerting Method for Mild Cognitive Impairment Due to Alzheimer’s Disease in the Community |
title_short | A New Smart 2-Min Mobile Alerting Method for Mild Cognitive Impairment Due to Alzheimer’s Disease in the Community |
title_sort | new smart 2-min mobile alerting method for mild cognitive impairment due to alzheimer’s disease in the community |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9954272/ https://www.ncbi.nlm.nih.gov/pubmed/36831787 http://dx.doi.org/10.3390/brainsci13020244 |
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