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 …
Biomarkers and attention-deficit/hyperactivity disorder: a systematic review and meta-analyses
C Scassellati, C Bonvicini, SV Faraone… - Journal of the American …, 2012 - Elsevier
OBJECTIVE: To determine whether peripheral biochemical markers (biomarkers) might
differentiate patients with attention-deficit/hyperactivity disorder (ADHD) from non-ADHD …
differentiate patients with attention-deficit/hyperactivity disorder (ADHD) from non-ADHD …
Machine learning and MRI-based diagnostic models for ADHD: are we there yet?
Y Zhang-James, AS Razavi… - Journal of Attention …, 2023 - journals.sagepub.com
Objective: Machine learning (ML) has been applied to develop magnetic resonance imaging
(MRI)-based diagnostic classifiers for attention-deficit/hyperactivity disorder (ADHD). This …
(MRI)-based diagnostic classifiers for attention-deficit/hyperactivity disorder (ADHD). This …
Functional neuroimaging evidence for distinct neurobiological pathways in attention-deficit/hyperactivity disorder
Background A challenge facing clinical neuroscientists is how best to synthesize diverse
and sometimes inconsistent evidence for neuropsychological deficits and brain system …
and sometimes inconsistent evidence for neuropsychological deficits and brain system …
Biomarkers for attention-deficit/hyperactivity disorder (ADHD). A consensus report of the WFSBP task force on biological markers and the World Federation of ADHD
J Thome, AC Ehlis, AJ Fallgatter, K Krauel… - The World Journal of …, 2012 - Taylor & Francis
Objective. Psychiatric “nosology” is largely based on clinical phenomenology using
convention-based diagnostic systems not necessarily reflecting neurobiological …
convention-based diagnostic systems not necessarily reflecting neurobiological …
Classifying adolescent attention-deficit/hyperactivity disorder (ADHD) based on functional and structural imaging
R Iannaccone, TU Hauser, J Ball, D Brandeis… - European child & …, 2015 - Springer
Attention-deficit/hyperactivity disorder (ADHD) is a common disabling psychiatric disorder
associated with consistent deficits in error processing, inhibition and regionally decreased …
associated with consistent deficits in error processing, inhibition and regionally decreased …
Refinement by integration: aggregated effects of multimodal imaging markers on adult ADHD
Background: Attention-deficit/hyperactivity disorder (ADHD) is biologically heterogeneous,
with different biological predispositions—mediated through developmental processes …
with different biological predispositions—mediated through developmental processes …
[PDF][PDF] Brain abnormalities in attention-deficit hyperactivity disorder: a review
K Rubia, AA Alegría, H Brinson - Rev Neurol, 2014 - researchgate.net
Aim. To review the magnetic resonance imaging findings in child and adult attention-deficit
hyperactivity disorder (ADHD). Development. Studies have shown that ADHD is …
hyperactivity disorder (ADHD). Development. Studies have shown that ADHD is …
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 …
The heritability of clinically diagnosed attention deficit hyperactivity disorder across the lifespan
BackgroundNo prior twin study has explored the heritability of clinically diagnosed attention
deficit hyperactivity disorder (ADHD). Such studies are needed to resolve conflicting results …
deficit hyperactivity disorder (ADHD). Such studies are needed to resolve conflicting results …