Machine learning in attention-deficit/hyperactivity disorder: new approaches toward understanding the neural mechanisms
Attention-deficit/hyperactivity disorder (ADHD) is a highly prevalent and heterogeneous
neurodevelopmental disorder in children and has a high chance of persisting in adulthood …
neurodevelopmental disorder in children and has a high chance of persisting in adulthood …
Exploring characteristic features of attention-deficit/hyperactivity disorder: findings from multi-modal MRI and candidate genetic data
The current study examined whether machine learning features best distinguishing attention-
deficit/hyperactivity disorder (ADHD) from typically developing children (TDC) can explain …
deficit/hyperactivity disorder (ADHD) from typically developing children (TDC) can explain …
Evaluation of pattern recognition and feature extraction methods in ADHD prediction
Attention Deficit/Hyperactivity Disorder (ADHD) is a neurodevelopmental disorder, being
one of the most prevalent psychiatric disorders in childhood. The neural substrates …
one of the most prevalent psychiatric disorders in childhood. The neural substrates …
Toward precision medicine in ADHD
Attention-Deficit Hyperactivity Disorder (ADHD) is a complex and heterogeneous
neurodevelopmental condition for which curative treatments are lacking. Whilst …
neurodevelopmental condition for which curative treatments are lacking. Whilst …
Computational psychiatry of ADHD: neural gain impairments across Marrian levels of analysis
Attention-deficit hyperactivity disorder (ADHD), one of the most common psychiatric
disorders, is characterised by unstable response patterns across multiple cognitive domains …
disorders, is characterised by unstable response patterns across multiple cognitive domains …
Predicting the course of ADHD symptoms through the integration of childhood genomic, neural, and cognitive features
G Sudre, W Sharp, P Kundzicz, M Bouyssi-Kobar… - Molecular …, 2021 - nature.com
Childhood attention deficit hyperactivity disorder (ADHD) shows a highly variable course
with age: some individuals show improving, others stable or worsening symptoms. The …
with age: some individuals show improving, others stable or worsening symptoms. The …
Toward a revised nosology for attention-deficit/hyperactivity disorder heterogeneity
Attention-deficit/hyperactivity disorder (ADHD) is among the many syndromes in the
psychiatric nosology for which etiological signal and clinical prediction are weak. Reducing …
psychiatric nosology for which etiological signal and clinical prediction are weak. Reducing …
Classification accuracy of neuroimaging biomarkers in attention-deficit/hyperactivity disorder: effects of sample size and circular analysis
Background Motivated by an inconsistency between reports of high diagnosis-classification
accuracies and known heterogeneity in attention-deficit/hyperactivity disorder (ADHD), this …
accuracies and known heterogeneity in attention-deficit/hyperactivity disorder (ADHD), this …
Multimethod investigation of the neurobiological basis of ADHD symptomatology in children aged 9-10: baseline data from the ABCD study
Attention deficit/hyperactivity disorder is associated with numerous neurocognitive deficits,
including poor working memory and difficulty inhibiting undesirable behaviors that cause …
including poor working memory and difficulty inhibiting undesirable behaviors that cause …
Insights into multimodal imaging classification of ADHD
Attention deficit hyperactivity disorder (ADHD) currently is diagnosed in children by
clinicians via subjective ADHD-specific behavioral instruments and by reports from the …
clinicians via subjective ADHD-specific behavioral instruments and by reports from the …