AIMC Topic: Attention Deficit Disorder with Hyperactivity

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Identifying ADHD-Related Abnormal Functional Connectivity with a Graph Convolutional Neural Network.

Neural plasticity Apr 30, 2024
Attention deficit hyperactivity disorder (ADHD) is a common neurodevelopmental disorder that is characterized by inattention, hyperactivity, and impulsivity. The neural mechanisms underlying ADHD remain inadequately understood, and current approaches...
Young Adult Adult Male Adolescent Child Magnetic Resonance Imaging Neural Networks, Computer Neural Pathways Brain Humans Brain Mapping Nerve Net Female Attention Attention Deficit Disorder with Hyperactivity
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Structural or/and functional MRI-based machine learning techniques for attention-deficit/hyperactivity disorder diagnosis: A systematic review and meta-analysis.

Journal of affective disorders Apr 3, 2024
BACKGROUND: The aim of this study was to investigate the diagnostic value of ML techniques based on sMRI or/and fMRI for ADHD.
Magnetic Resonance Imaging Humans Attention Deficit Disorder with Hyperactivity Machine Learning Brain Sensitivity and Specificity Child
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A review of ADHD detection studies with machine learning methods using rsfMRI data.

NMR in biomedicine Mar 12, 2024
Attention deficit hyperactivity disorder (ADHD) is a common mental health condition that significantly affects school-age children, causing difficulties with learning and daily functioning. Early identification is crucial, and reliable and objective ...
Attention Deficit Disorder with Hyperactivity Brain Magnetic Resonance Imaging Rest Humans Machine Learning
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Detecting Autism Spectrum Disorder and Attention Deficit Hyperactivity Disorder Using Multimodal Time-Frequency Analysis with Machine Learning Using the Electroretinogram from Two Flash Strengths.

Journal of autism and developmental disorders Feb 23, 2024
PURPOSE: Autism spectrum disorder (ASD) and attention deficit hyperactivity disorder (ADHD) are conditions that similarly alter cognitive functioning ability and challenge the social interaction, attention, and communication skills of affected indivi...
Attention Deficit Disorder with Hyperactivity Electroretinography Child Retina Photic Stimulation Male Adolescent Humans Machine Learning Autism Spectrum Disorder Female Young Adult Adult
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A systematic review on the application of machine learning models in psychometric questionnaires for the diagnosis of attention deficit hyperactivity disorder.

The European journal of neuroscience Feb 20, 2024
Attention deficit hyperactivity disorder is one of the most prevalent neurodevelopmental disorders worldwide. Recent studies show that machine learning has great potential for the diagnosis of attention deficit hyperactivity disorder. The aim of the ...
Psychometrics Attention Deficit Disorder with Hyperactivity Humans Machine Learning Surveys and Questionnaires
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Deep-Learning-Based Analysis Reveals a Social Behavior Deficit in Mice Exposed Prenatally to Nicotine.

Cells Feb 1, 2024
Cigarette smoking during pregnancy is known to be associated with the incidence of attention-deficit/hyperactive disorder (ADHD). Recent developments in deep learning algorithms enable us to assess the behavioral phenotypes of animal models without c...
Autism Spectrum Disorder Pregnancy Female Nicotine Social Behavior Attention Deficit Disorder with Hyperactivity Animals Deep Learning Mice
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Classification of attention deficit hyperactivity disorder using machine learning on an EEG dataset.

Applied neuropsychology. Child Jan 1, 2024
The neurodevelopmental disorder, Attention Deficit Hyperactivity Disorder (ADHD), frequently affecting youngsters, is characterized by persistent patterns of inattention, hyperactivity, and impulsivity, the etiology of which may involve a variety of ...
Humans Machine Learning Algorithms Child Electroencephalography Attention Deficit Disorder with Hyperactivity Female Male Adolescent
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Predicting individual cases of major adolescent psychiatric conditions with artificial intelligence.

Translational psychiatry Oct 10, 2023
Three-quarters of lifetime mental illness occurs by the age of 24, but relatively little is known about how to robustly identify youth at risk to target intervention efforts known to improve outcomes. Barriers to knowledge have included obtaining rob...
Machine Learning Algorithms Adolescent Humans Attention Deficit Disorder with Hyperactivity Neural Networks, Computer Artificial Intelligence
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The Hybrid Deep Learning Model for Identification of Attention-Deficit/Hyperactivity Disorder Using EEG.

Clinical EEG and neuroscience Sep 8, 2023
Common misbehavior among children that prevents them from paying attention to tasks and interacting with their surroundings appropriately is attention-deficit/hyperactivity disorder (ADHD). Studies of children's behavior presently face a significant ...
Child Humans Electroencephalography Neural Networks, Computer Attention Deficit Disorder with Hyperactivity Reproducibility of Results Deep Learning
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A robot intervention for adults with ADHD and insomnia-A mixed-method proof-of-concept study.

PloS one Sep 1, 2023
OBJECTIVE: To investigate individual effects of a three-week sleep robot intervention in adults with ADHD and insomnia, and to explore participants' experiences with the intervention.
Sleep Initiation and Maintenance Disorders Actigraphy Attention Deficit Disorder with Hyperactivity Humans Adult Robotics Female Sleep
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