AIMC Topic: Eye Movement Measurements

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Applying Machine Learning to Kinematic and Eye Movement Features of a Movement Imitation Task to Predict Autism Diagnosis.

Scientific reports May 20, 2020
Autism is a developmental condition currently identified by experts using observation, interview, and questionnaire techniques and primarily assessing social and communication deficits. Motor function and movement imitation are also altered in autism...
Male Eye Movements Adult Eye Movement Measurements Supervised Machine Learning Autistic Disorder Humans Female Reproducibility of Results
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Machine learning accurately classifies age of toddlers based on eye tracking.

Scientific reports Apr 18, 2019
How people extract visual information from complex scenes provides important information about cognitive processes. Eye tracking studies that have used naturalistic, rather than highly controlled experimental stimuli, reveal that variability in looki...
Eye Movement Measurements Fixation, Ocular Nontherapeutic Human Experimentation Photic Stimulation Male Machine Learning Infant Female Child, Preschool Humans Age Factors
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Classifying major depression patients and healthy controls using EEG, eye tracking and galvanic skin response data.

Journal of affective disorders Mar 20, 2019
OBJECTIVE: Major depression disorder (MDD) is one of the most prevalent mental disorders worldwide. Diagnosing depression in the early stage is crucial to treatment process. However, due to depression's comorbid nature and the subjectivity in diagnos...
Humans Machine Learning Young Adult Eye Movement Measurements Logistic Models Adult Depressive Disorder, Major Support Vector Machine Algorithms Case-Control Studies Female Electroencephalography Male Galvanic Skin Response
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Gaze-contingent perceptually enabled interactions in the operating theatre.

International journal of computer assisted radiology and surgery Apr 10, 2017
PURPOSE: Improved surgical outcome and patient safety in the operating theatre are constant challenges. We hypothesise that a framework that collects and utilises information -especially perceptually enabled ones-from multiple sources, could help to ...
Eye Movement Measurements Workflow Robotics Humans Image Interpretation, Computer-Assisted Operating Rooms Minimally Invasive Surgical Procedures Fixation, Ocular
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Eye Movement Characteristics for Predicting a Transition to Psychosis: Longitudinal Changes and Implications.

Schizophrenia bulletin Mar 14, 2025
BACKGROUND AND HYPOTHESIS: Substantive inquiry into the predictive power of eye movement (EM) features for clinical high-risk (CHR) conversion and their longitudinal trajectories is currently sparse. This study aimed to investigate the efficiency of ...
Humans Adult Male Disease Progression Follow-Up Studies Adolescent Schizophrenia Female Eye Movements Young Adult Pursuit, Smooth Longitudinal Studies Machine Learning Eye Movement Measurements Psychotic Disorders Prodromal Symptoms
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