A dynamic graph convolutional neural network framework reveals new insights into connectome dysfunctions in ADHD

Deep learning encodes robust discriminative neuroimaging representations to outperform standard machine learning

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Gray matter networks associated with attention and working memory deficit in ADHD across adolescence and adulthood

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Using DeepGCN to identify the autism spectrum disorder from multi-site resting-state data

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Brain graph super-resolution using adversarial graph neural network with application to functional brain connectivity

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Multivariate classification of earthquake survivors with post‐traumatic stress disorder based on large‐scale brain networks

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GAN-based person search via deep complementary classifier with center-constrained Triplet loss

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Deep Spatial-Temporal Feature Fusion From Adaptive Dynamic Functional Connectivity for MCI Identification

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A Comprehensive Survey on Graph Neural Networks

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Separable and Replicable Neural Strategies During Social Brain Function in People With and Without Severe Mental Illness

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The functional brain organization of an individual allows prediction of measures of social abilities trans-diagnostically in autism and attention/deficit and hyperactivity disorder

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Brain Imaging of the Cortex in ADHD: A Coordinated Analysis of Large-Scale Clinical and Population-Based Samples

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Effects of Brain Parcellation on the Characterization of Topological Deterioration in Alzheimer's Disease

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Multimodal data revealed different neurobiological correlates of intelligence between males and females

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Effect of Intrinsic Patterns of Functional Brain Connectivity in Moderating Antidepressant Treatment Response in Major Depression

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Clinical Practice Guideline for the Diagnosis, Evaluation, and Treatment of Attention-Deficit/Hyperactivity Disorder in Children and Adolescents

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Discriminating schizophrenia using recurrent neural network applied on time courses of multi-site FMRI data

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Brain regulation of emotional conflict predicts antidepressant treatment response for depression

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Dynamic Graph CNN for Learning on Point Clouds

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Ensemble learning with 3D convolutional neural networks for functional connectome-based prediction

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Connectivity dynamics in typical development and its relationship to autistic traits and autism spectrum disorder

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Disease prediction using graph convolutional networks: Application to Autism Spectrum Disorder and Alzheimer’s disease

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Dopamine D4 Receptor Gene Associated with the Frontal-Striatal-Cerebellar Loop in Children with ADHD: A Resting-State fMRI Study

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CayleyNets: Graph Convolutional Neural Networks With Complex Rational Spectral Filters

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The Neuro Bureau ADHD-200 Preprocessed repository

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Increased default-mode variability is related to reduced task-performance and is evident in adults with ADHD

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3D CNN Based Automatic Diagnosis of Attention Deficit Hyperactivity Disorder Using Functional and Structural MRI

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Structure–function relationships in the developing cerebellum: Evidence from early-life cerebellar injury and neurodevelopmental disorders

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Brain Activity: Connectivity, Sparsity, and Mutual Information

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Brain disorders? Precisely

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Diagnostic classification of intrinsic functional connectivity highlights somatosensory, default mode, and visual regions in autism

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Generation and Evaluation of a Cortical Area Parcellation from Resting-State Correlations

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Biomarkers in the Diagnosis of ADHD – Promising Directions

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Groupwise whole-brain parcellation from resting-state fMRI data for network node identification

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Structural and Functional Brain Networks: From Connections to Cognition

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Tracking Whole-Brain Connectivity Dynamics in the Resting State

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Brain connectivity and high functioning autism: A promising path of research that needs refined models, methodological convergence, and stronger behavioral links

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Large-scale brain systems in ADHD: beyond the prefrontal–striatal model

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Review of methods for functional brain connectivity detection using fMRI

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Cingulate-Precuneus Interactions: A New Locus of Dysfunction in Adult Attention-Deficit/Hyperactivity Disorder

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