ArticleFrontiers in aging neuroscience2023
Early detection of cognitive decline in Alzheimer's disease using eye tracking.
Article in Frontiers in aging neuroscience, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.
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Who cites it
24 citing papers in PubMed.
- An Augmented Reality-Based Concept for Anchor-Free Assessment of Tremor-Related Hand Movement Patterns.Journal of imaging · 2026Article
- Effects of an Eye-Tracking Digital Serious Game on Cognitive Function in Mild Cognitive Impairment: Pilot Intervention Study.JMIR formative research · 2026Article
- Eye tracking as a digital biomarker in neurodegenerative diseases.Journal of neurology · 2026Review
- Advances in ocular motor and pupil biomarkers for neurological disorders.Brain communications · 2026Review
- Alternative splicing and the aging brain in AfrAbia: New frontiers in dementia research.IBRO neuroscience reports · 2025Article
- An accessible and efficient mobile eye-tracking application for community-based cognitive impairment screening in China.Alzheimer's research & therapy · 2025Article
- Distinguishing Dyslexia, Attention Deficit, and Learning Disorders: Insights from AI and Eye Movements.Bioengineering (Basel, Switzerland) · 2025Article
- Quantifying Mild Cognitive Impairments in Older Adults Using Multi-modal Wearable Sensor Data in a Kitchen Environment.medRxiv : the preprint server for health sciences · 2025Article
- Eye Tracking in Aging: Challenges, Best Practices, and Novel Frontiers.ACM transactions on applied perception · 2025Article
- Exploring Retinal Neurodegeneration in Alzheimer's Disease: A Molecular and Cellular Perspective.Neurotoxicity research · 2025Review
- Development of Neurodegenerative Disease Diagnosis and Monitoring from Traditional to Digital Biomarkers.Biosensors · 2025Review
- Effective engagement in computerized cognitive training for older adults.Ageing research reviews · 2025Review
- Phytonutrients and their neuroprotective role in brain disorders.Frontiers in molecular biosciences · 2025Review
- Beyond traditional proxies: the contribution of leisure to cognitive reserve and dementia.Frontiers in aging neuroscience · 2025Article
- Altered GABAergic signaling and chloride homeostasis in eye movement circuits during late neurodevelopment: implications for Alzheimer's disease therapy.Frontiers in pharmacology · 2025Review
- Differences in the movement phase condition and sensory inputs on temporal synchronization and continuation during bilateral foot-tapping tasks.Frontiers in human neuroscience · 2025Article
- Tests of abnormal gaze behavior increase the accuracy of mild cognitive impairment assessments.Scientific reports · 2024Article
- Integrating Biomarkers From Virtual Reality and Magnetic Resonance Imaging for the Early Detection of Mild Cognitive Impairment Using a Multimodal Learning Approach: Validation Study.Journal of medical Internet research · 2024Article
- Shifting From Active to Passive Monitoring of Alzheimer Disease: The State of the Research.Journal of the American Heart Association · 2024Review
- Artificial Intelligence in Eye Movements Analysis for Alzheimer's Disease Early Diagnosis.Current Alzheimer research · 2024Review
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Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Patients with Alzheimer's disease (AD) are known to exhibit visuospatial processing impairment, as reflected in eye movements from the early stages of the disease. We investigated whether the pattern of gaze exploration during visual tasks could be useful for detecting cognitive decline at the earliest stage. Methods: Sixteen AD patients (age: 79.1 ± 7.9 years, Mini Mental State Examination [MMSE] score: 17.7 ± 5.3, mean ± standard deviation) and 16 control subjects (age: 79.4 ± 4.6, MMSE score: 26.9 ± 2.4) participated. In the visual memory task, subjects memorized presented line drawings for later recall. In the visual search tasks, they searched for a target Landolt ring of specific orientation (serial search task) or color (pop-out task) embedded among arrays of distractors. Using video-oculography, saccade parameters, patterns of gaze exploration, and pupil size change during task performance were recorded and compared between AD and control subjects. Results: In the visual memory task, the number of informative regions of interest (ROIs) fixated was significantly reduced in AD patients compared to control subjects. In the visual search task, AD patients took a significantly longer time and more saccades to detect the target in the serial but not in pop-out search. In both tasks, there was no significant difference in the saccade frequency and amplitude between groups. On-task pupil modulation during the serial search task was decreased in AD. The number of ROIs fixated in the visual memory task and search time and saccade numbers in the serial search task differentiated both groups of subjects with high sensitivity, whereas saccade parameters of pupil size modulation were effective in confirming normal cognition from cognitive decline with high specificity. Discussion: Reduced fixation on informative ROIs reflected impaired attentional allocation. Increased search time and saccade numbers in the visual search task indicated inefficient visual processing. Decreased on-task pupil size during visual search suggested decreased pupil modulation with cognitive load in AD patients, reflecting impaired function of the locus coeruleus. When patients perform the combination of these tasks to visualize multiple aspects of visuospatial processing, cognitive decline can be detected at an early stage with high sensitivity and specificity and its progression be evaluated.
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