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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...

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Autores principales: Ionescu, Alec, Ștefănescu, Emanuel, Strilciuc, Ștefan, Rafila, Alexandru, Mureșanu, Dafin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
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.
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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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