AI Medical Compendium Journal:
Journal of neurodevelopmental disorders

Showing 1 to 4 of 4 articles

Automated extraction of functional biomarkers of verbal and ambulatory ability from multi-institutional clinical notes using large language models.

Journal of neurodevelopmental disorders Apr 30, 2025
BACKGROUND: Functional biomarkers in neurodevelopmental disorders, such as verbal and ambulatory abilities, are essential for clinical care and research activities. Treatment planning, intervention monitoring, and identifying comorbid conditions in i...
Humans Biomarkers Electronic Health Records Language Female Young Adult Adult Male Adolescent Child, Preschool Child Natural Language Processing Registries Cerebral Palsy Developmental Disabilities Large Language Models Intellectual Disability
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Objective approach to diagnosing attention deficit hyperactivity disorder by using pixel subtraction and machine learning classification of outpatient consultation videos.

Journal of neurodevelopmental disorders Dec 24, 2024
BACKGROUND: Attention deficit hyperactivity disorder (ADHD) is a common childhood neurodevelopmental disorder, affecting between 5% and 7% of school-age children. ADHD is typically characterized by persistent patterns of inattention or hyperactivity-...
Humans Machine Learning Female Male Adolescent Child Video Recording Outpatients Attention Deficit Disorder with Hyperactivity
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Predicting neurodevelopmental disorders using machine learning models and electronic health records - status of the field.

Journal of neurodevelopmental disorders Nov 15, 2024
Machine learning (ML) is increasingly used to identify patterns that could predict neurodevelopmental disorders (NDDs), such as autism spectrum disorder (ASD) and attention-deficit hyperactivity disorder (ADHD). One key source of multilevel data for ...
Humans Machine Learning Autism Spectrum Disorder Electronic Health Records Attention Deficit Disorder with Hyperactivity Neurodevelopmental Disorders
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Development of a phenotype ontology for autism spectrum disorder by natural language processing on electronic health records.

Journal of neurodevelopmental disorders May 23, 2022
BACKGROUND: Autism spectrum disorder (ASD) is a complex neurodevelopmental condition characterized by restricted, repetitive behavior, and impaired social communication and interactions. However, significant challenges remain in diagnosing and subtyp...
Humans Phenotype Autism Spectrum Disorder Electronic Health Records Natural Language Processing Vocabulary
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