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Correlating Eye-Tracking Fixation Metrics and Neuropsychological Assessment after Ischemic Stroke
Background and Objectives: Stroke survivors commonly experience cognitive deficits, which significantly impact their quality of life. Integrating modern technologies like eye tracking into cognitive assessments can provide objective and non-intrusive measurements. Materials and Methods: This study a...
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/PMC10456465/ https://www.ncbi.nlm.nih.gov/pubmed/37629651 http://dx.doi.org/10.3390/medicina59081361 |
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author | Ionescu, Alec Ștefănescu, Emanuel Strilciuc, Ștefan Rafila, Alexandru Mureșanu, Dafin |
author_facet | Ionescu, Alec Ștefănescu, Emanuel Strilciuc, Ștefan Rafila, Alexandru Mureșanu, Dafin |
author_sort | Ionescu, Alec |
collection | PubMed |
description | Background and Objectives: Stroke survivors commonly experience cognitive deficits, which significantly impact their quality of life. Integrating modern technologies like eye tracking into cognitive assessments can provide objective and non-intrusive measurements. Materials and Methods: This study aimed to evaluate the cognitive and visual processing capabilities of stroke patients using eye-tracking metrics and psychological evaluations. A cohort of 84 ischemic stroke patients from the N-PEP-12 clinical study was selected for secondary analysis, based on the availability of eye-tracking data collected during a visual search task using an adapted Trail Making Test. Standardized cognitive assessments, including the Montreal Cognitive Assessment (MoCA) and digit span tasks, were also conducted. Results: Correlation analyses revealed some notable relationships between eye-tracking metrics and cognitive measures, such as a positive correlation between Symbol Search performance and the number of fixations. Anxiety levels were found to be positively correlated with first fixation duration, while longer first fixation durations were associated with poorer cognitive performance. However, most correlations were not statistically significant. Nonparametric ANOVA showed no significant differences in fixation metrics across the visits. Conclusions: These findings suggest a complex relationship between cognitive status, gaze fixation behavior, and psychological well-being in stroke patients. Further research with larger sample sizes and analysis of saccadic eye movements is needed to better understand these relationships and inform effective interventions for stroke rehabilitation. |
format | Online Article Text |
id | pubmed-10456465 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-104564652023-08-26 Correlating Eye-Tracking Fixation Metrics and Neuropsychological Assessment after Ischemic Stroke Ionescu, Alec Ștefănescu, Emanuel Strilciuc, Ștefan Rafila, Alexandru Mureșanu, Dafin Medicina (Kaunas) Article Background and Objectives: Stroke survivors commonly experience cognitive deficits, which significantly impact their quality of life. Integrating modern technologies like eye tracking into cognitive assessments can provide objective and non-intrusive measurements. Materials and Methods: This study aimed to evaluate the cognitive and visual processing capabilities of stroke patients using eye-tracking metrics and psychological evaluations. A cohort of 84 ischemic stroke patients from the N-PEP-12 clinical study was selected for secondary analysis, based on the availability of eye-tracking data collected during a visual search task using an adapted Trail Making Test. Standardized cognitive assessments, including the Montreal Cognitive Assessment (MoCA) and digit span tasks, were also conducted. Results: Correlation analyses revealed some notable relationships between eye-tracking metrics and cognitive measures, such as a positive correlation between Symbol Search performance and the number of fixations. Anxiety levels were found to be positively correlated with first fixation duration, while longer first fixation durations were associated with poorer cognitive performance. However, most correlations were not statistically significant. Nonparametric ANOVA showed no significant differences in fixation metrics across the visits. Conclusions: These findings suggest a complex relationship between cognitive status, gaze fixation behavior, and psychological well-being in stroke patients. Further research with larger sample sizes and analysis of saccadic eye movements is needed to better understand these relationships and inform effective interventions for stroke rehabilitation. MDPI 2023-07-25 /pmc/articles/PMC10456465/ /pubmed/37629651 http://dx.doi.org/10.3390/medicina59081361 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 Ionescu, Alec Ștefănescu, Emanuel Strilciuc, Ștefan Rafila, Alexandru Mureșanu, Dafin Correlating Eye-Tracking Fixation Metrics and Neuropsychological Assessment after Ischemic Stroke |
title | Correlating Eye-Tracking Fixation Metrics and Neuropsychological Assessment after Ischemic Stroke |
title_full | Correlating Eye-Tracking Fixation Metrics and Neuropsychological Assessment after Ischemic Stroke |
title_fullStr | Correlating Eye-Tracking Fixation Metrics and Neuropsychological Assessment after Ischemic Stroke |
title_full_unstemmed | Correlating Eye-Tracking Fixation Metrics and Neuropsychological Assessment after Ischemic Stroke |
title_short | Correlating Eye-Tracking Fixation Metrics and Neuropsychological Assessment after Ischemic Stroke |
title_sort | correlating eye-tracking fixation metrics and neuropsychological assessment after ischemic stroke |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10456465/ https://www.ncbi.nlm.nih.gov/pubmed/37629651 http://dx.doi.org/10.3390/medicina59081361 |
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