Artificial Intelligence in Eye Movements Analysis for Alzheimer's Disease Early Diagnosis
As the world's population ages, Alzheimer's disease is currently the seventh most common
cause of death globally; the burden is anticipated to increase, especially among middle …
cause of death globally; the burden is anticipated to increase, especially among middle …
Visual exploration dynamics are low-dimensional and driven by intrinsic factors
When looking at visual images, the eyes move to the most salient and behaviourally relevant
objects. Saliency and semantic information significantly explain where people look. Less is …
objects. Saliency and semantic information significantly explain where people look. Less is …
Deep Learning Algorithms for Screening and Diagnosis of Systemic Diseases Based on Ophthalmic Manifestations: A Systematic Review
WC Iao, W Zhang, X Wang, Y Wu, D Lin, H Lin - Diagnostics, 2023 - mdpi.com
Deep learning (DL) is the new high-profile technology in medical artificial intelligence (AI) for
building screening and diagnosing algorithms for various diseases. The eye provides a …
building screening and diagnosing algorithms for various diseases. The eye provides a …
Eye movement changes as an indicator of mild cognitive impairment
Background Early identification of patients at risk of dementia, alongside timely medical
intervention, can prevent disease progression. Despite their potential clinical utility, the …
intervention, can prevent disease progression. Despite their potential clinical utility, the …
[HTML][HTML] Evaluating web-based automatic transcription for Alzheimer speech data: transcript comparison and machine learning analysis
T Soroski, T da Cunha Vasco, S Newton-Mason… - JMIR aging, 2022 - aging.jmir.org
Background Speech data for medical research can be collected noninvasively and in large
volumes. Speech analysis has shown promise in diagnosing neurodegenerative disease …
volumes. Speech analysis has shown promise in diagnosing neurodegenerative disease …
Deep Learning-based Eye-Tracking Analysis for Diagnosis of Alzheimer's Disease Using 3D Comprehensive Visual Stimuli
F Zuo, P **g, J Sun, J Duan, Y Ji… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
Alzheimer's Disease (AD) is a neurodegenerative disorder that causes a continuous decline
in cognitive functions and eventually results in death. An early AD diagnosis is important for …
in cognitive functions and eventually results in death. An early AD diagnosis is important for …
Visual analysis of eye movements during micro-stories reading
Reading is a complex task that can provide valuable information about our perceptual and
cognitive processes. To understand how people read, researchers have embraced the use …
cognitive processes. To understand how people read, researchers have embraced the use …
Biglycan expression promotes β-amyloid-induced microglial activation via TLR2 in mouse cell culture model.
W Duan, J Zou, X Chen, C **ao… - Clinical Laboratory, 2021 - search.ebscohost.com
Background: Alzheimer disease (AD) is one of the most frequent neurodegenerative
disorders that results in the progressive loss of memory and severe impairments and death …
disorders that results in the progressive loss of memory and severe impairments and death …
[PDF][PDF] From the Eyes to the Suffering Brain: Can Eye Tracking be Considered as a Significant Digital Biomarker for Neurological Diseases?
Eye movements are a basilar aspect of vision and are supported by several neurological
functions, including visual processing in the brain, the transmission of information through …
functions, including visual processing in the brain, the transmission of information through …
Applying the Eye-Tracking Method for the Classification of Neurological Disorders, Mental Diseases, and Speech Impairments Based on Machine Learning: an …
Eye tracking is a non-invasive technology that facilitates the real-time monitoring of eye
movements. It offers insights into visual behavior and cognitive processes. The analysis of …
movements. It offers insights into visual behavior and cognitive processes. The analysis of …