AIMC Topic: Attention Deficit Disorder with Hyperactivity

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Exploring potential ADHD biomarkers through advanced machine learning: An examination of audiovisual integration networks.

Computers in biology and medicine Oct 23, 2024
Attention deficit hyperactivity disorder (ADHD) is a neurodevelopmental condition marked by inattention and impulsivity, linked to disruptions in functional brain connectivity and structural alterations in large-scale brain networks. Although sensory...
Machine Learning Biomarkers Brain Female Humans Nerve Net Visual Perception Attention Deficit Disorder with Hyperactivity Auditory Perception Male Adolescent Child Magnetic Resonance Imaging
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Investigating the impact of an AI-based play activities intervention on the quality of life of school-aged children with ADHD.

Research in developmental disabilities Oct 15, 2024
BACKGROUND: Attention-Deficit/Hyperactivity Disorder (ADHD) is a prevalent neurodevelopmental disorder that not only impacts children's behavior, learning, and social interactions but also their quality of life. Advances in artificial intelligence (A...
Play and Playthings Play Therapy Humans Artificial Intelligence Female Quality of Life Male Saudi Arabia Child Attention Deficit Disorder with Hyperactivity
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Insights Into Detecting Adult ADHD Symptoms Through Advanced Dual-Stream Machine Learning.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Sep 17, 2024
Advancements in machine learning offer promising avenues for the identification of ADHD symptoms in adults, an endeavour traditionally encumbered by the intricacies of human behavioural patterns. In this paper, we introduce three innovative dual-stre...
Male Female Posture Humans Reproducibility of Results Attention Deficit Disorder with Hyperactivity Machine Learning Hand Young Adult Algorithms Video Recording Adult
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Siamese based deep neural network for ADHD detection using EEG signal.

Computers in biology and medicine Sep 9, 2024
BACKGROUND: Detecting Attention-Deficit/Hyperactivity Disorder (ADHD) in children is crucial for timely intervention and personalized treatment.
Humans Neural Networks, Computer Brain Female Child Male Electroencephalography Deep Learning Signal Processing, Computer-Assisted Adolescent Attention Deficit Disorder with Hyperactivity
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Deep Factor Learning for Accurate Brain Neuroimaging Data Analysis on Discrimination for Structural MRI and Functional MRI.

IEEE/ACM transactions on computational biology and bioinformatics Aug 8, 2024
Analysis of neuroimaging data (e.g., Magnetic Resonance Imaging, structural and functional MRI) plays an important role in monitoring brain dynamics and probing brain structures. Neuroimaging data are multi-featured and non-linear by nature, and it i...
Magnetic Resonance Imaging Parkinson Disease Image Interpretation, Computer-Assisted Neuroimaging Attention Deficit Disorder with Hyperactivity Neural Networks, Computer Algorithms Brain Deep Learning Humans
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Machine learning-enabled detection of attention-deficit/hyperactivity disorder with multimodal physiological data: a case-control study.

BMC psychiatry Aug 5, 2024
BACKGROUND: Attention-Deficit/Hyperactivity Disorder (ADHD) is a multifaceted neurodevelopmental psychiatric condition that typically emerges during childhood but often persists into adulthood, significantly impacting individuals' functioning, relati...
Male Case-Control Studies Wearable Electronic Devices Support Vector Machine Young Adult Adult Sensitivity and Specificity Heart Rate Attention Deficit Disorder with Hyperactivity Galvanic Skin Response Stroop Test Humans Machine Learning Female
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The Use of fMRI Regional Analysis to Automatically Detect ADHD Through a 3D CNN-Based Approach.

Journal of imaging informatics in medicine Jul 19, 2024
Attention deficit hyperactivity disorder (ADHD) is a neurodevelopmental disorder characterized by a reduced attention span, hyperactivity, and impulsive behaviors, which typically manifest during childhood. This study employs functional magnetic reso...
Magnetic Resonance Imaging Attention Deficit Disorder with Hyperactivity Databases, Factual Humans Brain Deep Learning Neural Networks, Computer Female Adolescent Male Child Imaging, Three-Dimensional
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Attention-Like Multimodality Fusion With Data Augmentation for Diagnosis of Mental Disorders Using MRI.

IEEE transactions on neural networks and learning systems Jun 3, 2024
The globally rising prevalence of mental disorders leads to shortfalls in timely diagnosis and therapy to reduce patients' suffering. Facing such an urgent public health problem, professional efforts based on symptom criteria are seriously overstretc...
Autism Spectrum Disorder Brain Female Young Adult Adult Male Magnetic Resonance Imaging Multimodal Imaging Humans Neural Networks, Computer Algorithms Mental Disorders Neuroimaging Attention Deficit Disorder with Hyperactivity Schizophrenia Attention Image Interpretation, Computer-Assisted
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Machine-learning-based feature selection to identify attention-deficit hyperactivity disorder using whole-brain white matter microstructure: A longitudinal study.

Asian journal of psychiatry May 20, 2024
BACKGROUND: We aimed to identify important features of white matter microstructures collectively distinguishing individuals with attention-deficit/hyperactivity disorder (ADHD) from those without ADHD using a machine-learning approach.
Longitudinal Studies White Matter Diffusion Tensor Imaging Attention Deficit Disorder with Hyperactivity Male Adolescent Humans Child Machine Learning Female
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ADHD classification with cross-dataset feature selection for biomarker consistency detection.

Journal of neural engineering May 16, 2024
Attention deficit hyperactivity disorder (ADHD) is a prevalent neurodevelopmental disorder in children. While numerous intelligent methods are applied for its subjective diagnosis, they seldom consider the consistency problem of ADHD biomarkers. In p...
Support Vector Machine Connectome Attention Deficit Disorder with Hyperactivity Female Humans Reproducibility of Results Databases, Factual Male Biomarkers Child Brain
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