Cargando…

Machine learning-based early diagnosis of autism according to eye movements of real and artificial faces scanning

BACKGROUND: Studies on eye movements found that children with autism spectrum disorder (ASD) had abnormal gaze behavior to social stimuli. The current study aimed to investigate whether their eye movement patterns in relation to cartoon characters or real people could be useful in identifying ASD ch...

Descripción completa

Detalles Bibliográficos
Autores principales:	Meng, Fanchao, Li, Fenghua, Wu, Shuxian, Yang, Tingyu, Xiao, Zhou, Zhang, Yujian, Liu, Zhengkui, Lu, Jianping, Luo, Xuerong
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2023
Materias:	Neuroscience
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10545898/ https://www.ncbi.nlm.nih.gov/pubmed/37795184 http://dx.doi.org/10.3389/fnins.2023.1170951

Ejemplares similares

Classification of Children With Autism and Typical Development Using Eye-Tracking Data From Face-to-Face Conversations: Machine Learning Model Development and Performance Evaluation
por: Zhao, Zhong, et al.
Publicado: (2021)

Applying Machine Learning to Kinematic and Eye Movement Features of a Movement Imitation Task to Predict Autism Diagnosis
por: Vabalas, Andrius, et al.
Publicado: (2020)

Face Scanning in Autism Spectrum Disorder and Attention Deficit/Hyperactivity Disorder: Human Versus Dog Face Scanning
por: Muszkat, Mauro, et al.
Publicado: (2015)

Face perception influences the programming of eye movements
por: Kauffmann, Louise, et al.
Publicado: (2019)

Investigation of Eye-Tracking Scan Path as a Biomarker for Autism Screening Using Machine Learning Algorithms
por: Kanhirakadavath, Mujeeb Rahman, et al.
Publicado: (2022)

Anticipatory Smooth Eye Movements in Autism Spectrum Disorder
por: Aitkin, Cordelia D., et al.
Publicado: (2013)

Comparison of eye movements in schizophrenia and autism spectrum disorder
por: Shiino, Tomoko, et al.
Publicado: (2019)

Suppression of Face Perception during Saccadic Eye Movements
por: Seirafi, Mehrdad, et al.
Publicado: (2014)

Eye movements while judging faces for trustworthiness and dominance
por: Hermens, Frouke, et al.
Publicado: (2018)

Eye Movement Monitoring and Maturation of Human Face Exploration
por: Aguillon-Hernandez, Nadia, et al.
Publicado: (2016)

The image features of emotional faces that predict the initial eye movement to a face
por: Stuit, S. M., et al.
Publicado: (2021)

Understanding the role of eye movement consistency in face recognition and autism through integrating deep neural networks and hidden Markov models
por: Hsiao, Janet H., et al.
Publicado: (2022)

Face size biases emotion judgment through eye movement
por: Wang, Shuo
Publicado: (2018)

Intuitive Face Judgments Rely on Holistic Eye Movement Pattern
por: Mega, Laura F., et al.
Publicado: (2017)

Eye Movement Dynamics Differ between Encoding and Recognition of Faces
por: Arizpe, Joseph M., et al.
Publicado: (2019)

The Machine with a Human Face: From Artificial Intelligence to Artificial Sentience
por: Lavelle, Sylvain
Publicado: (2020)

Atypical Social Attention and Emotional Face Processing in Autism Spectrum Disorder: Insights From Face Scanning and Pupillometry
por: Reisinger, Debra L., et al.
Publicado: (2020)

An Eye-Movement Study of relational Memory in Adults with Autism Spectrum Disorder
por: Ring, Melanie, et al.
Publicado: (2017)

Eyes like it, Brain Likes it: Tracking the Neural Tuning of Cultural Diversity in Eye Movements for Faces
por: Lao, Junpeng, et al.
Publicado: (2011)

Author Correction: Understanding the role of eye movement consistency in face recognition and autism through integrating deep neural networks and hidden Markov models
por: Hsiao, Janet H., et al.
Publicado: (2023)

Initial eye gaze to faces and its functional consequence on face identification abilities in autism spectrum disorder
por: Schauder, Kimberly B., et al.
Publicado: (2019)

Association of ADHD symptoms, depression and suicidal behaviors with anxiety in Chinese medical college students
por: Shen, Yanmei, et al.
Publicado: (2020)

Value of P300 amplitude in the diagnosis of untreated first-episode schizophrenia and psychosis risk syndrome in children and adolescents
por: Zhang, Yaru, et al.
Publicado: (2023)

Mind the Eyes: Artificial Agents’ Eye Movements Modulate Attentional Engagement and Anthropomorphic Attribution
por: Ghiglino, Davide, et al.
Publicado: (2021)

Basal Ganglia Neuronal Activity during Scanning Eye Movements in Parkinson’s Disease
por: Sieger, Tomáš, et al.
Publicado: (2013)

Eye Movement Desensitization and Reprocessing in adolescents with autism; Efficacy on ASD symptoms and stress
por: Leuning, Esther Marion, et al.
Publicado: (2023)

Association Between Hyperactivity Symptoms and Somatic Complaints: Mediating and Moderating Mechanisms in Childhood Trauma and Life Events Among Chinese Male Adolescents
por: Wu, Shuxian, et al.
Publicado: (2021)

Association between schizoid tendencies and aggressive behaviors: mediating and moderating influences in childhood trauma and life events among Chinese adolescents
por: Yang, Tingyu, et al.
Publicado: (2021)

Recognition and eye movements with partially hidden pictures of faces and cars in different orientations
por: Wade, Nicholas J, et al.
Publicado: (2010)

Perspective influences eye movements during real-life conversation: Mentalising about self versus others in autism
por: Barzy, Mahsa, et al.
Publicado: (2020)

Developmental changes in face visual scanning in autism spectrum disorder as assessed by data-based analysis
por: Amestoy, Anouck, et al.
Publicado: (2015)

Oxytocin biases eye-gaze to dynamic and static social images and the eyes of fearful faces: associations with trait autism
por: Le, Jiao, et al.
Publicado: (2020)

The eyes know it: Toddlers' visual scanning of sad faces is predicted by their theory of mind skills
por: Poulin-Dubois, Diane, et al.
Publicado: (2018)

Face memory and face perception in autism
por: Stantić, Mirta, et al.
Publicado: (2021)

An Investigation of Attention to Faces and Eyes: Looking Time Is Task-Dependent in Autism Spectrum Disorder
por: Del Bianco, Teresa, et al.
Publicado: (2018)

Can Changes in Eye Movement Scanning Alter the Age-Related Deficit in Recognition Memory?
por: Chan, Jessica P. K., et al.
Publicado: (2011)

Saccadic eye movement abnormalities in autism spectrum disorder indicate dysfunctions in cerebellum and brainstem
por: Schmitt, Lauren M, et al.
Publicado: (2014)

Characteristic visuomotor influences on eye-movement patterns to faces and other high level stimuli
por: Arizpe, Joseph M., et al.
Publicado: (2015)

Individual face- and house-related eye movement patterns distinctively activate FFA and PPA
por: Wang, Lihui, et al.
Publicado: (2019)

Face familiarity revealed by fixational eye movements and fixation-related potentials in free viewing
por: Kadosh, Oren, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_jcu2l11cr2q01e8qmg0orr7ils