Human Brain Mapping

Article	Citations
Cortical thickness across the lifespan: Data from 17,075 healthy individuals aged 3–90 years	128
A technical review of canonical correlation analysis for neuroscience applications	104
JuSpace: A tool for spatial correlation analyses of magnetic resonance imaging data with nuclear imaging derived neurotransmitter maps	98
Towards a brain‐based predictome of mental illness	95
Influence of sample size and analytic approach on stability and interpretation of brain‐behavior correlations in task‐related fMRI data	93
Personalized connectivity‐guided DLPFC‐TMS for depression: Advancing computational feasibility, precision and reproducibility	93
Mapping brain asymmetry in health and disease through the ENIGMA consortium	82
Brain functional and effective connectivity based on electroencephalography recordings: A review	81
Hippocampal subfield volumetry from structural isotropic 1 mm3MRI scans: A note of caution	79
Prediction of brain age and cognitive age: Quantifying brain and cognitive maintenance in aging	75
Diagnostic power of resting‐state fMRI for detection of network connectivity in Alzheimer's disease and mild cognitive impairment: A systematic review	75
Toward a “treadmill test” for cognition: Improved prediction of general cognitive ability from the task activated brain	70
Dark control: The default mode network as a reinforcement learning agent	70
Multimodal imaging improves brain age prediction and reveals distinct abnormalities in patients with psychiatric and neurological disorders	70
Subcortical volumes across the lifespan: Data from 18,605 healthy individuals aged 3–90 years	69
Greater male than female variability in regional brain structure across the lifespan	69
Data sharing and privacy issues in neuroimaging research: Opportunities, obstacles, challenges, and monsters under the bed	68
Alpha oscillations do not implement gain control in early visual cortex but rather gating in parieto‐occipital regions	66
What we learn about bipolar disorder from large‐scale neuroimaging: Findings and future directions from the ENIGMA Bipolar Disorder Working Group	62
Brain age prediction: A comparison between machine learning models using region‐ and voxel‐based morphometric data	61
Brain gray matter structures associated with trait impulsivity: A systematic review and voxel‐based meta‐analysis	61
Temporal integration as “common currency” of brain and self‐scale‐free activity in resting‐state EEG correlates with temporal delay effects on self‐relatedness	60
Mind the gap: Performance metric evaluation in brain‐age prediction	60
Consortium neuroscience of attention deficit/hyperactivity disorder and autism spectrum disorder: The ENIGMA adventure	59
Distinct functional and structural connections predict crystallised and fluid cognition in healthy adults	58

A comprehensive study on electroencephalography and magnetoencephalography sensitivity to cortical and subcortical sources	58
Multiparameter mapping of relaxation (R1, R2*), proton density and magnetization transfer saturation at 3 T: A multicenter dual‐vendor reproducibility and repeatabilit	56
Pitfalls in brain age analyses	56
FreeSurfer‐based segmentation of hippocampal subfields: A review of methods and applications, with a novel quality control procedure for ENIGMA studies and other collaborative ef	56
The maternal brain: Region‐specific patterns of brain aging are traceable decades after childbirth	54
Mitigating site effects in covariance for machine learning in neuroimaging data	52
Standard‐space atlas of the viscoelastic properties of the human brain	51
Regression dynamic causal modeling for resting‐state fMRI	51
Using machine learning to quantify structural MRI neurodegeneration patterns of Alzheimer's disease into dementia score: Independent validation on 8,834 images from ADNI, AIBL, OASIS, and M	50
Overlapping and specific neural correlates for empathizing, affective mentalizing, and cognitive mentalizing: A coordinate‐based meta‐analytic study	49
Deep learning‐guided joint attenuation and scatter correction in multitracer neuroimaging studies	48
An empirical comparison of univariate versus multivariate methods for the analysis of brain–behavior mapping	47
Evidence for interhemispheric imbalance in stroke patients as revealed by combining transcranial magnetic stimulation and electroencephalography	47
The ENIGMA‐Epilepsy working group: Mapping disease from large data sets	47
Mindfulness training preserves sustained attention and resting state anticorrelation between default‐mode network and dorsolateral prefrontal cortex: A randomized controlled trial	46
Comparison of traveling‐subject and ComBat harmonization methods for assessing structural brain characteristics	46
The default mode network and cognition in Parkinson's disease: A multimodal resting‐state network approach	46
Resting state functional network switching rate is differently altered in bipolar disorder and major depressive disorder	45
Common and separable neural alterations in substance use disorders: A coordinate‐based meta‐analyses of functional neuroimaging studies in humans	45
Frequency‐dependent functional connectivity in resting state networks	45
Replicating extensive brain structural heterogeneity in individuals with schizophrenia and bipolar disorder	45
Mega‐analysis methods in ENIGMA: The experience of the generalized anxiety disorder working group	43
Cardiometabolic risk factors associated with brain age and accelerated brain ageing	43
Women's brain aging: Effects of sex‐hormone exposure, pregnancies, and genetic risk for Alzheimer's disease	43
Mapping the artistic brain: Common and distinct neural activations associated with musical, drawing, and literary creativity	42
Abnormal dynamic functional connectivity is linked to recovery after acute ischemic stroke	40
Reorganization of functional brain network architecture in chronic osteoarthritis pain	39
Sleep duration is associated with white matter microstructure and cognitive performance in healthy adults	39
Olfactory loss and brain connectivity after COVID‐19	38
Global motion detection and censoring in high‐density diffuse optical tomography	38
Neuroanatomical norms in the UK Biobank: The impact of allometric scaling, sex, and age	38
A meta‐analysis of deep brain structural shape and asymmetry abnormalities in 2,833 individuals with schizophrenia compared with 3,929 healthy volunteers via the ENIGMA Consortium	36
Childhood trauma is associated with elevated anhedonia and altered core reward circuitry in major depression patients and controls	36
Altered thalamic connectivity in insomnia disorder during wakefulness and sleep	35
Accuracy and spatial properties of distributed magnetic source imaging techniques in the investigation of focal epilepsy patients	35
Direct cortical thickness estimation using deep learning‐based anatomy segmentation and cortex parcellation	35
Grab‐AD: Generalizability and reproducibility of altered brain activity and diagnostic classification in Alzheimer's Disease	35
Structural and functional brain alterations in anorexia nervosa:A multimodal meta‐analysis of neuroimaging studies	34
Functional neuroanatomy of language without speech: An ALE meta‐analysis of sign language	34
Altered brain functional network dynamics in obsessive–compulsive disorder	33
Brain mapping of auditory steady‐state responses: A broad view of cortical and subcortical sources	33
Brain network integration dynamics are associated with loss and recovery of consciousness induced by sevoflurane	33
Longitudinal atrophy in early Braak regions in preclinical Alzheimer's disease	33
Computing and visualising intra‐voxel orientation‐specific relaxation–diffusion features in the human brain	33
Principles and open questions in functional brain network reconstruction	33
Effects of copy number variations on brain structure and risk for psychiatric illness: Large‐scale studies from theENIGMAworking groups onCNVs	32
Prevalence of white matter pathways coming into a single white matter voxel orientation: The bottleneck issue in tractography	32
A meta‐analysis of functional magnetic resonance imaging studies of divergent thinking using activation likelihood estimation	32
Disrupted connectivity within visual, attentional and salience networks in the visual snow syndrome	31
Prediction of trust propensity from intrinsic brain morphology and functional connectome	31

Spatio‐temporal graph convolutional network for diagnosis and treatment response prediction of major depressive disorder from functional connectivity	31
Nonlinear manifold learning in functional magnetic resonance imaging uncovers a low‐dimensional space of brain dynamics	31
Transdiagnostic time‐varying dysconnectivity across major psychiatric disorders	30
Large‐scale functional network connectivity mediate the associations of gut microbiota with sleep quality and executive functions	30
Machine learning‐based multimodal prediction of language outcomes in chronic aphasia	30
Connectivity‐based parcellation of normal and anatomically distorted human cerebral cortex	30
A systematic evaluation of source reconstruction of resting MEG of the human brain with a new high‐resolution atlas: Performance, precision, and parcellation	30
Strategic white matter injury associated with long‐term information processing speed deficits in mild traumatic brain injury	30
ENIGMA brain injury: Framework, challenges, and opportunities	30
Longitudinal functional brain network reconfiguration in healthy aging	30
Zapline‐plus: A Zapline extension for automatic and adaptive removal of frequency‐specific noise artifacts in M/EEG	29
In vivo hippocampal subfield volumes in bipolar disorder—A mega‐analysis from The Enhancing Neuro Imaging Genetics through Meta‐Analysis Bipolar Disorder Working Group	29
How do substance use disorders compare to other psychiatric conditions on structural brain abnormalities? A cross‐disorder meta‐analytic comparison using the ENIGMA consortium findings	29
Brain dysconnectivity relates to disability and cognitive impairment in multiple sclerosis	29
Correlation between cortical gene expression and resting‐state functional network centrality in healthy young adults	28
Alterations of brain activity and functional connectivity in transition from acute to chronic tinnitus	28
Eight‐week antidepressant treatment reduces functional connectivity in first‐episode drug‐naïve patients with major depressive disorder	28
Childhood socio‐economic disadvantage predicts reduced myelin growth across adolescence and young adulthood	28
The stage‐specifically accelerated brain aging in never‐treated first‐episode patients with depression	28
Maturation of cortical microstructure and cognitive development in childhood and adolescence: A T1w/T2w ratio MRI study	27
Dynamic functional connectivity profile of the salience network across the life span	27
Prediction of 7‐year's conversion from subjective cognitive decline to mild cognitive impairment	27
A history of previous childbirths is linked to women's white matter brain age in midlife and older age	27
Spatially coherent and topographically organized pathways of the human globus pallidus	27
The variability of MR axon radii estimates in the human white matter	27
Functional connectome fingerprinting accuracy in youths and adults is similar when examined on the same day and 1.5‐years apart	27
An automated machine learning approach to predict brain age from cortical anatomical measures	27
Temporal variability of regional intrinsic neural activity in drug‐naïve patients with obsessive–compulsive disorder	26
Patients with chronic pain exhibit individually unique cortical signatures of pain encoding	26
Automated classification of depression from structural brain measures across two independent community‐based cohorts	26
Increased functional connectivity between presupplementary motor area and inferior frontal gyrus associated with the ability of motor response inhibition in obsessive–compulsive disorder	26
Sex is a defining feature of neuroimaging phenotypes in major brain disorders	26
Probing regional cortical excitability via input–output properties using transcranial magnetic stimulation and electroencephalography coupling	26
Spectral analysis of physiological brain pulsations affecting the BOLD signal	26
Dynamic functional network reconfiguration underlying the pathophysiology of schizophrenia and autism spectrum disorder	25
Decreasing brain iron in multiple sclerosis: The difference between concentration and content in iron MRI	25
Gray matter structures associated with neuroticism: A meta‐analysis of whole‐brain voxel‐based morphometry studies	25
Estrogen, brain structure, and cognition in postmenopausal women	25
Sensory‐motor network topology in multiple sclerosis: Structural connectivity analysis accounting for intrinsic density discrepancy	25
The linkage between first‐hand pain sensitivity and empathy for others' pain: Attention matters	25
ENIGMA‐anxietyworking group: Rationale for and organization oflarge‐scaleneuroimaging studies of anxiety disorders	24
The human posterior cingulate, retrosplenial, and medial parietal cortex effective connectome, and implications for memory and navigation	24
Mental health in the UK Biobank: A roadmap to self‐report measures and neuroimaging correlates	24
Intracranial and subcortical volumes in adolescents with early‐onset psychosis: A multisite mega‐analysis from the ENIGMA consortium	24
Beware of white matter hyperintensities causing systematic errors in FreeSurfer gray matter segmentations!	24
Asymmetric tumor‐related alterations of network‐specific intrinsic functional connectivity in glioma patients	24
Group‐guided individual functional parcellation of the hippocampus and application to normal aging	24
The effect of conscientiousness on procrastination: The interaction between the self‐control and motivation neural pathways	24
Longitudinal validity of PET‐based staging of regional amyloid deposition	24
Optimal design of on‐scalp electromagnetic sensor arrays for brain source localisation	24
Emotion processing and regulation in major depressive disorder: A 7T resting‐state fMRI study	24
The Open Brain Consent: Informing research participants and obtaining consent to share brain imaging data	24
Structural correlates underlying accelerated magnetic stimulation in Parkinson's disease	23
Topologically convergent and divergent morphological gray matter networks in early‐stage Parkinson's disease with and without mild cognitive impairment	23
Can we predict real‐time fMRI neurofeedback learning success from pretraining brain activity?	23
Intrinsic neural network dynamics in catatonia	23
R2* and quantitative susceptibility mapping in deep gray matter of 498 healthy controls from 5 to 90 years	23
Disruption of gray matter morphological networks in patients with paroxysmal kinesigenic dyskinesia	23
The role of visual attention in dyslexia: Behavioral and neurobiological evidence	23
Impact of HIV‐infection on human somatosensory processing, spontaneous cortical activity, and cortical thickness: A multimodal neuroimaging approach	23
Putamen volume predicts real‐time fMRI neurofeedback learning success across paradigms and neurofeedback target regions	23
Beyond broadband: Towards a spectral decomposition of electroencephalography microstates	23
Improved Vim targeting for focused ultrasound ablation treatment of essential tremor: A probabilistic and patient‐specific approach	23
Meditation training modulates brain electric microstates and felt states of awareness	23
The Enhancing NeuroImaging Genetics through Meta‐Analysis Consortium: 10 Years of Global Collaborations in Human Brain Mapping	23
In vivo characterization of emerging white matter microstructure in the fetal brain in the third trimester	23
Mindfulness‐based cognitive therapy on bereavement grief: Alterations of resting‐state network connectivity associate with changes of anxiety and mindfulness	22
Altered resting activity patterns and connectivity in individuals with complex regional pain syndrome	22
Multimodal biological brain age prediction using magnetic resonance imaging and angiography with the identification of predictive regions	22
Functional connectome fingerprinting: Identifying individuals and predicting cognitive functions via autoencoder	22
Statistical testing in transcriptomic‐neuroimaging studies: A how‐to and evaluation of methods assessing spatial and gene specificity	22
Neuroimaging studies within Cognitive Genetics Collaborative Research Organization aiming to replicate and extend works of ENIGMA	22
Whole‐brain functional connectivity correlates of obesity phenotypes	22
Prospective associations, longitudinal patterns of childhood socioeconomic status, and white matter organization in adulthood	22
The spectrum of data sharing policies in neuroimaging data repositories	22
Different brain profiles in children with prenatal alcohol exposure with or without early adverse exposures	22
P300‐mediated modulations in self–other processing under psychedelic psilocybin are related to connectedness and changed meaning: A window into the self–other overlap	22
Probabilistic mapping of language networks from high frequency activity induced by direct electrical stimulation	22
Noninvasive magnetic resonance imaging techniques in mild traumatic brain injury research and diagnosis	21
Feeling addressed! The neural processing of social communicative cues in patients with major depression	21

Fast qualitY conTrol meThod foR derIved diffUsion Metrics (YTTRIUM) in big data analysis: U.K. Biobank 18,608 example	21
Toward a unified analysis of cerebellum maturation and aging across the entire lifespan: A MRI analysis	21
Musical instrument training program improves verbal memory and neural efficiency in novice older adults	21
A high‐density 256‐channel cap for dry electroencephalography	21
A comprehensive score reflecting memory‐related fMRI activations and deactivations as potential biomarker for neurocognitive aging	21
Enduring effect of abuse: Childhood maltreatment links to altered theory of mind network among adults	21
Nonlinear biomarker interactions in conversion from mild cognitive impairment to Alzheimer's disease	21
Both brain size and biological sex contribute to variation in white matter microstructure in middle‐aged healthy adults	21
ENIGMA HALFpipe: Interactive, reproducible, and efficient analysis for resting‐state and task‐based fMRI data	21
Neurophysiological mechanisms underlying motor feature binding processes and representations	21
Attention networks and the intrinsic network structure of the human brain	21
White matter integrity and structural brain network topology in cerebral small vessel disease: The Hamburg city health study	21
Longitudinal white matter microstructural changes in pediatric mild traumatic brain injury: An A‐CAP study	21
Abnormalities of intrinsic brain activity in essential tremor: A meta‐analysis of resting‐state functional imaging	20
Functional connectivity abnormalities underlying mood disturbances in male abstinent methamphetamine abusers	20
Insulin resistance accounts for metabolic syndrome‐related alterations in brain structure	20
Early motor network connectivity after stroke: An interplay of general reorganization and state‐specific compensation	20
Identifying resting‐state effective connectivity abnormalities in drug‐naïve major depressive disorder diagnosis via graph convolutional networks	20
Partial‐volume modeling reveals reduced gray matter in specific thalamic nuclei early in the time course of psychosis and chronic schizophrenia	20
Direct visualization and characterization of the human zona incerta and surrounding structures	20
Restoring statistical validity in group analyses of motion‐corrupted MRI data	20
Network connectivity predicts language processing in healthy adults	20
Translating ENIGMA schizophrenia findings using the regional vulnerability index: Association with cognition, symptoms, and disease trajectory	20
Rapid invisible frequency tagging reveals nonlinear integration of auditory and visual information	20
Comparison of multiple tractography methods for reconstruction of the retinogeniculate visual pathway using diffusion MRI	20
Sex differences in predictors and regional patterns of brain age gap estimates	20
Ten years of enhancing neuro‐imaging genetics through meta‐analysis: An overview from the ENIGMA Genetics Working Group	19
Neural representations of the amount and the delay time of reward in intertemporal decision making	19
Detection of Alzheimer's Disease using cortical diffusion tensor imaging	19
Sex‐ and age‐specific associations between cardiometabolic risk and white matter brain age in the UK Biobank cohort	19
Motor asymmetry related cerebral perfusion patterns in Parkinson's disease: An arterial spin labeling study	19
Comparing machine and deep learning‐based algorithms for prediction of clinical improvement in psychosis with functional magnetic resonance imaging	19
Motor and higher‐order functions topography of the human dentate nuclei identified with tractography and clustering methods	19
Shaky scaffolding: Age differences in cerebellar activation revealed through activation likelihood estimation meta‐analysis	19
MultimodalMRIassessment for first episode psychosis: A major change in the thalamus and an efficient stratification of a subgroup	19
Basal ganglia atrophy–associated causal structural network degeneration in Parkinson's disease	19
Shared and distinct brain fMRI response during performance of working memory tasks in adult patients with schizophrenia and major depressive disorder	19
Probabilistic mapping of thalamic nuclei and thalamocortical functional connectivity in idiopathic generalised epilepsy	19
The causal role of the bilateral ventrolateral prefrontal cortices on emotion regulation of social feedback	19
Neural alignment during face‐to‐face spontaneous deception: Does gender make a difference?	19
Resting theta activity is associated with specific coding levels in event‐related theta activity during conflict monitoring	19
Brain functional connectivity dynamics at rest in the aftermath of affective and cognitive challenges	19
Brain functional connectivity alterations associated with neuropsychological performance 6–9 months following SARS‐CoV‐2 infection	19
Unique deficit in embodied simulation in autism: An fMRI study comparing autism and developmental coordination disorder	19
Decoding attention control and selection in visual spatial attention	19
Causal role of lateral prefrontal cortex in mental effort and fatigue	19
Causal structural covariance network revealing atrophy progression in Alzheimer's disease continuum	18
Sex classification using long‐range temporal dependence of resting‐state functional MRI time series	18
Reduced thalamic resting‐state functional connectivity and impaired cognition in acute abstinent heroin users	18
Deep‐TOF‐PET: Deep learning‐guided generation of time‐of‐flight from non‐TOF brain PET images in the image and projection domains	18
Supraspinal nociceptive networks in neuropathic pain after spinal cord injury	18
A series of five population‐specific Indian brain templates and atlases spanning ages 6–60 years	18
Loss of frontal regulator of vigilance during sleep inertia: A simultaneous EEG‐fMRI study	17
Predicting time‐resolved electrophysiological brain networks from structural eigenmodes	17
Vascular origins of low‐frequency oscillations in the cerebrospinal fluid signal in resting‐state fMRI: Interpretation using photoplethysmography	17
Evaluating brain parcellations using the distance‐controlled boundary coefficient	17
Dysregulated anterior insula reactivity as robust functional biomarker for chronic pain—Meta‐analytic evidence from neuroimaging studies	17
Evaluating brain structure traits as endophenotypes using polygenicity and discoverability	17
Deep Bayesian networks for uncertainty estimation and adversarial resistance of white matter hyperintensity segmentation	17
Baseline sensorimotor GABA levels shape neuroplastic processes induced by motor learning in older adults	17
Age‐related estimates of aggregate g‐ratio of white matter structures assessed using quantitative magnetic resonance neuroimaging	17
Hierarchical syntactic processing is beyond mere associating: Functional magnetic resonance imaging evidence from a novel artificial grammar	17
Phonological and surface dyslexia in individuals with brain tumors: Performance pre‐, intra‐, immediately post‐surgery and at follow‐up	17
Improving the predictive potential of diffusion MRI in schizophrenia using normative models—Towards subject‐level classification	17
Classification of amyotrophic lateral sclerosis by brain volume, connectivity, and network dynamics	17
White matter hyperintensities at critical crossroads for executive function and verbal abilities in small vessel disease	17
Brain network hierarchy reorganization in Alzheimer's disease: A resting‐state functional magnetic resonance imaging study	17
Alterations in hippocampal subfield and amygdala subregion volumes in posttraumatic subjects with and without posttraumatic stress disorder	17
Spindle–slow oscillation coupling correlates with memory performance and connectivity changes in a hippocampal network after sleep	17
Coherent neural oscillations inform early stroke motor recovery	17
Evolution of MEG: A first MEG‐feasible fluxgate magnetometer	17
Individual differences in interoceptive accuracy and prediction error in motor functional neurological disorders: A DTI study	17
Perceptual learning of tone patterns changes the effective connectivity between Heschl's gyrus and planum temporale	17
A simple permutation‐based test of intermodal correspondence	17
Variability of white matter anatomy in the subcallosal cingulate area	17
A preliminary choroid plexus volumetric study in individuals with psychosis	17
Disrupted topological organization of resting‐state functional brain networks in cerebral small vessel disease	16
Large‐scale reconfiguration of connectivity patterns among attentional networks during context‐dependent adjustment of cognitive control	16
Disease aggressiveness signatures of amyotrophic lateral sclerosis in white matter tracts revealed by the D50 disease progression model	16
Benchmarking the generalizability of brain age models: Challenges posed by scanner variance and prediction bias	16
The role of hippocampal theta oscillations in working memory impairment in multiple sclerosis	16
Two distinct subtypes of obsessive compulsive disorder revealed by heterogeneity through discriminative analysis	16
Gesture's body orientation modulates the N400 for visual sentences primed by gestures	16
Voxel‐Based quantitative MRI reveals spatial patterns of grey matter alteration in multiple sclerosis	16
Common HTR2A variants and 5‐HTTLPR are not associated with human in vivo serotonin 2A receptor levels	16
Individual‐specific functional connectome biomarkers predict schizophrenia positive symptoms during adolescent brain maturation	16
White matter hyperintensities segmentation using an ensemble of neural networks	16
Spatiotemporal changes in diffusivity and anisotropy in fetal brain tractography	16
Spatial–temporal graph convolutional network for Alzheimer classification based on brain functional connectivity imaging of electroencephalogram	16
Altered resting‐state functional connectivity and effective connectivity of the habenula in irritable bowel syndrome: A cross‐sectional and machine learning study	16
Relating quantitative 7T MRI across cortical depths to cytoarchitectonics, gene expression and connectomics	16
Prevent breaking bad: A proof of concept study of rebalancing the brain's rumination circuit with real‐time fMRI functional connectivity neurofeedback	16
Cortical thickness systematically varies with curvature and depth in healthy human brains	16
Dynamic functional networks in idiopathic normal pressure hydrocephalus: Alterations and reversibility byCSFtap test	15
Opposing relationships of childhood threat and deprivation with stria terminalis white matter	15