AIMC Topic: Eye Movements

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Auxiliary diagnostic method of Parkinson's disease based on eye movement analysis in a virtual reality environment.

Neuroscience letters Sep 2, 2024
Eye movement dysfunction is one of the non-motor symptoms of Parkinson's disease (PD). An accurate analysis method for eye movement is an effective way to gain a deeper understanding of the nervous system function of PD patients. However, currently, ...
Humans Machine Learning Female Aged Eye Movements Virtual Reality Support Vector Machine Parkinson Disease Male Middle Aged Eye-Tracking Technology
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AI can see you: Machiavellianism and extraversion are reflected in eye-movements.

PloS one Aug 28, 2024
INTRODUCTION: Recent studies showed an association between personality traits and individual patterns of visual behaviour in laboratory and other settings. The current study extends previous research by measuring multiple personality traits in natura...
Surveys and Questionnaires Personality Adolescent Extraversion, Psychological Female Eye Movements Male Machiavellianism Eye-Tracking Technology Humans Machine Learning Algorithms
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MLS-Net: An Automatic Sleep Stage Classifier Utilizing Multimodal Physiological Signals in Mice.

Biosensors Aug 22, 2024
Over the past decades, feature-based statistical machine learning and deep neural networks have been extensively utilized for automatic sleep stage classification (ASSC). Feature-based approaches offer clear insights into sleep characteristics and re...
Signal Processing, Computer-Assisted Electromyography Sleep Stages Eye Movements Mice Electroencephalography Algorithms Animals Neural Networks, Computer Machine Learning
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Primate eye tracking with carbon-nanotube-paper-composite based capacitive sensors and machine learning algorithms.

Journal of neuroscience methods Aug 14, 2024
BACKGROUND: Accurate real-time eye tracking is crucial in oculomotor system research. While the scleral search coil system is the gold standard, its implantation procedure and bulkiness pose challenges. Camera-based systems are affected by ambient li...
Machine Learning Eye-Tracking Technology Eye Movements Nanotubes, Carbon Macaca mulatta Algorithms Animals Male
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User Evaluation of a Shared Robot Control System Combining BCI and Eye Tracking in a Portable Augmented Reality User Interface.

Sensors (Basel, Switzerland) Aug 14, 2024
This study evaluates an innovative control approach to assistive robotics by integrating brain-computer interface (BCI) technology and eye tracking into a shared control system for a mobile augmented reality user interface. Aimed at enhancing the aut...
Electroencephalography Augmented Reality Brain-Computer Interfaces Eye Movements User-Computer Interface Robotics Male Middle Aged Eye-Tracking Technology Young Adult Adult Humans Female
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Development of an eye-tracking system based on a deep learning model to assess executive function in patients with mental illnesses.

Scientific reports Aug 6, 2024
Patients with mental illnesses, particularly psychosis and obsessive‒compulsive disorder (OCD), frequently exhibit deficits in executive function and visuospatial memory. Traditional assessments, such as the Rey‒Osterrieth Complex Figure Test (RCFT),...
Neuropsychological Tests Obsessive-Compulsive Disorder Executive Function Male Eye-Tracking Technology Deep Learning Psychotic Disorders Attention Adolescent Eye Movements Female Young Adult Adult Humans Neural Networks, Computer Mental Disorders
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CT-based artificial intelligence prediction model for ocular motility score of thyroid eye disease.

Endocrine Jul 24, 2024
PURPOSE: Thyroid eye disease (TED) is the most common orbital disease in adults. Ocular motility restriction is the primary complaint of patients, while its evaluation is quite difficult. The present study aimed to introduce an artificial intelligenc...
Humans Neural Networks, Computer Tomography, X-Ray Computed Female Artificial Intelligence Graves Ophthalmopathy Eye Movements Eye Adult Male Middle Aged
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Artificial Intelligence-Based Ocular Motor Biomarkers for Myasthenia Gravis Diagnosis (P10-11.016).

Neurology Jul 1, 2024
Biomarkers Eye Movements Myasthenia Gravis Humans Artificial Intelligence
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Enhancing fall risk assessment: instrumenting vision with deep learning during walks.

Journal of neuroengineering and rehabilitation Jun 22, 2024
BACKGROUND: Falls are common in a range of clinical cohorts, where routine risk assessment often comprises subjective visual observation only. Typically, observational assessment involves evaluation of an individual's gait during scripted walking pro...
Male Risk Assessment Eye-Tracking Technology Deep Learning Female Gait Humans Young Adult Video Recording Adult Accidental Falls Eye Movements Walking
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Comparing human text classification performance and explainability with large language and machine learning models using eye-tracking.

Scientific reports Jun 21, 2024
To understand the alignment between reasonings of humans and artificial intelligence (AI) models, this empirical study compared the human text classification performance and explainability with a traditional machine learning (ML) model and large lang...
Eye Movements Machine Learning Adult Language Humans Male Female Artificial Intelligence Eye-Tracking Technology
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