AIMC Topic: Autistic Disorder

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Predicting autism from written narratives using deep neural networks.

Scientific reports Jul 1, 2025
Despite the heterogeneity of language and communication abilities within the autistic population, challenges associated with the pragmatic (social) use of speech remain consistently observable across the entire spectrum of autism. Therefore, the stud...
Humans Neural Networks, Computer Adolescent Child Writing Narration Female Autistic Disorder Male
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Converging Representations of Attention-Deficit/Hyperactivity Disorder and Autism on Social Media: Linguistic and Topic Analysis of Trends in Reddit Data.

Journal of medical Internet research May 20, 2025
BACKGROUND: Social media platforms have witnessed a substantial increase in mental health-related discussions, with particular attention focused on attention-deficit/hyperactivity disorder (ADHD) and autism. This heightened interest coincides with gr...
Social Media Autistic Disorder Linguistics Humans Attention Deficit Disorder with Hyperactivity
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Effective Autism Classification Through Grasping Kinematics.

Autism research : official journal of the International Society for Autism Research May 5, 2025
Autism is a complex neurodevelopmental condition, where motor abnormalities play a central role alongside social and communication difficulties. These motor symptoms often manifest in early childhood, making them critical targets for early diagnosis ...
Biomechanical Phenomena Male Hand Strength Psychomotor Performance Autistic Disorder Reproducibility of Results Young Adult Humans Adult Female
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The potential of evaluating shape drawing using machine learning for predicting high autistic traits.

PloS one Apr 9, 2025
BACKGROUND: Children with high autistic traits often exhibit deficits in drawing, an important skill for social adaptability. Machine learning is a powerful technique for learning predictive models from movement data, so drawing processes and product...
Child Humans Support Vector Machine Male Machine Learning Autistic Disorder Eye Movements Female Child, Preschool
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Leveraging artificial intelligence for diagnosis of children autism through facial expressions.

Scientific reports Apr 8, 2025
The global population contains a substantial number of individuals who experience autism spectrum disorder, thus requiring immediate identification to enable successful intervention approaches. The authors assess the detection of autism-related learn...
Deep Learning Child, Preschool Child Facial Expression Autistic Disorder Autism Spectrum Disorder Female Humans Male Artificial Intelligence
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Machine learning of clinical phenotypes facilitates autism screening and identifies novel subgroups with distinct transcriptomic profiles.

Scientific reports Apr 5, 2025
Autism spectrum disorder (ASD) presents significant challenges in diagnosis and intervention due to its diverse clinical manifestations and underlying biological complexity. This study explored machine learning approaches to enhance ASD screening acc...
Child Cluster Analysis Autistic Disorder Male Gene Expression Profiling Transcriptome Phenotype Autism Spectrum Disorder Female Humans Machine Learning
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Stakeholder acceptance of a robot-assisted social training scenario for autistic children compared to a tablet-computer-based approach.

Scientific reports Apr 2, 2025
Recent studies indicate the potential benefits of robot-assisted therapy (RAT) for children on the autism spectrum (AS), yet acceptance among stakeholders remains unclear due to methodological shortcomings in existing research. This study evaluates s...
Child Robotics Autistic Disorder Male Middle Aged Surveys and Questionnaires Stakeholder Participation Computers, Handheld Humans Female Adult
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Using machine learning to identify features associated with different types of self-injurious behaviors in autistic youth.

Psychological medicine Mar 31, 2025
BACKGROUND: Self-injurious behaviors (SIB) are common in autistic people. SIB is mainly studied as a broad category, rather than by specific SIB types. We aimed to determine associations of distinct SIB types with common psychiatric, emotional, medic...
Male Surveys and Questionnaires Adolescent Child, Preschool Child Autistic Disorder Female Young Adult Adult Humans Machine Learning Autism Spectrum Disorder Self-Injurious Behavior
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Automated Autism Assessment With Multimodal Data and Ensemble Learning: A Scalable and Consistent Robot-Enhanced Therapy Framework.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Mar 31, 2025
Navigating the complexities of Autism Spectrum Disorder (ASD) diagnosis and intervention requires a nuanced approach that addresses both the inherent variability in therapeutic practices and the imperative for scalable solutions. This paper presents ...
Male Eye Movements Child, Preschool Databases, Factual Autism Spectrum Disorder Female Ensemble Learning Head Movements Fixation, Ocular Child Robotics Humans Autistic Disorder Machine Learning Algorithms
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Who Tweets for the autistic community? A natural language processing-driven investigation.

Autism : the international journal of research and practice Mar 25, 2025
The formation of autism advocacy organisations led by family members of autistic individuals led to intense criticism from some parts of the autistic community. In response to what was perceived as a misrepresentation of their interests, autistic ind...
Autistic Disorder Machine Learning Social Media Natural Language Processing Humans
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