Human Brain Mapping

Article	Citations
Cortical thickness across the lifespan: Data from 17,075 healthy individuals aged 3–90 years	154
Diagnostic power of resting‐state fMRI for detection of network connectivity in Alzheimer's disease and mild cognitive impairment: A systematic review	108
Brain functional and effective connectivity based on electroencephalography recordings: A review	106
Personalized connectivity‐guided DLPFC‐TMS for depression: Advancing computational feasibility, precision and reproducibility	103
Subcortical volumes across the lifespan: Data from 18,605 healthy individuals aged 3–90 years	86
Prediction of brain age and cognitive age: Quantifying brain and cognitive maintenance in aging	84
Mind the gap: Performance metric evaluation in brain‐age prediction	81
Multimodal imaging improves brain age prediction and reveals distinct abnormalities in patients with psychiatric and neurological disorders	79
Brain age prediction: A comparison between machine learning models using region‐ and voxel‐based morphometric data	71
Mitigating site effects in covariance for machine learning in neuroimaging data	69
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	67
Brain gray matter structures associated with trait impulsivity: A systematic review and voxel‐based meta‐analysis	67
Distinct functional and structural connections predict crystallised and fluid cognition in healthy adults	66
Overlapping and specific neural correlates for empathizing, affective mentalizing, and cognitive mentalizing: A coordinate‐based meta‐analytic study	63
Pitfalls in brain age analyses	63
A comprehensive study on electroencephalography and magnetoencephalography sensitivity to cortical and subcortical sources	63
Regression dynamic causal modeling for resting‐state fMRI	56
An empirical comparison of univariate versus multivariate methods for the analysis of brain–behavior mapping	54
The default mode network and cognition in Parkinson's disease: A multimodal resting‐state network approach	54
Cardiometabolic risk factors associated with brain age and accelerated brain ageing	52
Evidence for interhemispheric imbalance in stroke patients as revealed by combining transcranial magnetic stimulation and electroencephalography	51
Abnormal dynamic functional connectivity is linked to recovery after acute ischemic stroke	51
Olfactory loss and brain connectivity after COVID‐19	51
Replicating extensive brain structural heterogeneity in individuals with schizophrenia and bipolar disorder	51
Comparison of traveling‐subject and ComBat harmonization methods for assessing structural brain characteristics	49

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	48
Neuroanatomical norms in the UK Biobank: The impact of allometric scaling, sex, and age	47
Reorganization of functional brain network architecture in chronic osteoarthritis pain	43
Effects of copy number variations on brain structure and risk for psychiatric illness: Large‐scale studies from theENIGMAworking groups onCNVs	41
Brain mapping of auditory steady‐state responses: A broad view of cortical and subcortical sources	41
Prevalence of white matter pathways coming into a single white matter voxel orientation: The bottleneck issue in tractography	41
Structural and functional brain alterations in anorexia nervosa:A multimodal meta‐analysis of neuroimaging studies	40
Altered brain functional network dynamics in obsessive–compulsive disorder	39
Zapline‐plus: A Zapline extension for automatic and adaptive removal of frequency‐specific noise artifacts in M/EEG	38
Principles and open questions in functional brain network reconstruction	38
Brain network integration dynamics are associated with loss and recovery of consciousness induced by sevoflurane	37
Spatio‐temporal graph convolutional network for diagnosis and treatment response prediction of major depressive disorder from functional connectivity	36
The human posterior cingulate, retrosplenial, and medial parietal cortex effective connectome, and implications for memory and navigation	36
Nonlinear manifold learning in functional magnetic resonance imaging uncovers a low‐dimensional space of brain dynamics	36
Large‐scale functional network connectivity mediate the associations of gut microbiota with sleep quality and executive functions	35
Machinelearning‐basedmultimodal prediction of language outcomes in chronic aphasia	35
Sex is a defining feature of neuroimaging phenotypes in major brain disorders	35
Correlation between cortical gene expression and resting‐state functional network centrality in healthy young adults	34
Mental health in the UK Biobank: A roadmap to self‐report measures and neuroimaging correlates	33
Brain functional connectivity alterations associated with neuropsychological performance 6–9 months following SARS‐CoV‐2 infection	33
Transdiagnostic time‐varying dysconnectivity across major psychiatric disorders	32
Connectivity‐based parcellation of normal and anatomically distorted human cerebral cortex	32
Brain dysconnectivity relates to disability and cognitive impairment in multiple sclerosis	31
ENIGMA HALFpipe: Interactive, reproducible, and efficient analysis for resting‐state and task‐based fMRI data	31
Patients with chronic pain exhibit individually unique cortical signatures of pain encoding	31
Temporal variability of regional intrinsic neural activity in drug‐naïve patients with obsessive–compulsive disorder	31
Noninvasive magnetic resonance imaging techniques in mild traumatic brain injury research and diagnosis	31
Increased functional connectivity between presupplementary motor area and inferior frontal gyrus associated with the ability of motor response inhibition in obsessive–compulsive disorder	31
Rapid invisible frequency tagging reveals nonlinear integration of auditory and visual information	31
Disrupted connectivity within visual, attentional and salience networks in the visual snow syndrome	31
A history of previous childbirths is linked to women's white matter brain age in midlife and older age	31
The effect of conscientiousness on procrastination: The interaction between the self‐control and motivation neural pathways	31
Eight‐week antidepressant treatment reduces functional connectivity in first‐episode drug‐naïve patients with major depressive disorder	30
The stage‐specifically accelerated brain aging in never‐treated first‐episode patients with depression	30
Basal ganglia atrophy–associated causal structural network degeneration in Parkinson's disease	30
Gray matter structures associated with neuroticism: A meta‐analysis of whole‐brain voxel‐based morphometry studies	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
Shared and distinct brain fMRI response during performance of working memory tasks in adult patients with schizophrenia and major depressive disorder	30
Decreasing brain iron in multiple sclerosis: The difference between concentration and content in iron MRI	30
Spectral analysis of physiological brain pulsations affecting the BOLD signal	29
Dynamic functional connectivity profile of the salience network across the life span	29
Functional connectome fingerprinting: Identifying individuals and predicting cognitive functions via autoencoder	29
Toward a unified analysis of cerebellum maturation and aging across the entire lifespan: A MRI analysis	28
Statistical testing in transcriptomic‐neuroimaging studies: A how‐to and evaluation of methods assessing spatial and gene specificity	28
Meditation training modulates brain electric microstates and felt states of awareness	28
Emotion processing and regulation in major depressive disorder: A 7T resting‐state fMRI study	28
Optimal design of on‐scalp electromagnetic sensor arrays for brain source localisation	28
The variability of MR axon radii estimates in the human white matter	28
The Open Brain Consent: Informing research participants and obtaining consent to share brain imaging data	27
Beware of white matter hyperintensities causing systematic errors in FreeSurfer gray matter segmentations!	27

Intrinsic neural network dynamics in catatonia	27
Sex differences in predictors and regional patterns of brain age gap estimates	27
R2* and quantitative susceptibility mapping in deep gray matter of 498 healthy controls from 5 to 90 years	27
Both brain size and biological sex contribute to variation in white matter microstructure in middle‐aged healthy adults	26
Attention networks and the intrinsic network structure of the human brain	26
Group‐guided individual functional parcellation of the hippocampus and application to normal aging	26
The role of visual attention in dyslexia: Behavioral and neurobiological evidence	26
Beyond broadband: Towards a spectral decomposition of electroencephalography microstates	26
Multimodal biological brain age prediction using magnetic resonance imaging and angiography with the identification of predictive regions	25
Putamen volume predicts real‐time fMRI neurofeedback learning success across paradigms and neurofeedback target regions	25
Evaluating brain parcellations using the distance‐controlled boundary coefficient	25
Functional connectivity abnormalities underlying mood disturbances in male abstinent methamphetamine abusers	25
Structural correlates underlying accelerated magnetic stimulation in Parkinson's disease	25
Topologically convergent and divergent morphological gray matter networks in early‐stage Parkinson's disease with and without mild cognitive impairment	25
Impact of HIV‐infection on human somatosensory processing, spontaneous cortical activity, and cortical thickness: A multimodal neuroimaging approach	25
The spectrum of data sharing policies in neuroimaging data repositories	25
Neural representations of the amount and the delay time of reward in intertemporal decision making	24
Neurophysiological mechanisms underlying motor feature binding processes and representations	24
The Enhancing NeuroImaging Genetics through Meta‐Analysis Consortium: 10 Years of Global Collaborations in Human Brain Mapping	24
Musical instrument training program improves verbal memory and neural efficiency in novice older adults	24
A high‐density 256‐channel cap for dry electroencephalography	24
Insulin resistance accounts for metabolic syndrome‐related alterations in brain structure	24
Benchmarking the generalizability of brain age models: Challenges posed by scanner variance and prediction bias	24
Dysregulated anterior insula reactivity as robust functional biomarker for chronic pain—Meta‐analytic evidence from neuroimaging studies	24
Comparison of multiple tractography methods for reconstruction of the retinogeniculate visual pathway using diffusion MRI	23
Probing the role of the right inferior frontal gyrus during Pain‐Related empathy processing: Evidence from fMRI and TMS	23
The causal role of the bilateral ventrolateral prefrontal cortices on emotion regulation of social feedback	23
MultimodalMRIassessment for first episode psychosis: A major change in the thalamus and an efficient stratification of a subgroup	23
Individual differences in interoceptive accuracy and prediction error in motor functional neurological disorders: ADTIstudy	23
A comprehensive score reflecting memory‐related fMRI activations and deactivations as potential biomarker for neurocognitive aging	23
Deep Bayesian networks for uncertainty estimation and adversarial resistance of white matter hyperintensity segmentation	23
Detection of Alzheimer's Disease using cortical diffusion tensor imaging	23
Sex‐ and age‐specific associations between cardiometabolic risk and white matter brain age in the UK Biobank cohort	23
Fast qualitY conTrol meThod foR derIved diffUsion Metrics (YTTRIUM) in big data analysis: U.K. Biobank 18,608 example	23
White matter integrity and structural brain network topology in cerebral small vessel disease: The Hamburg city health study	23
Unique deficit in embodied simulation in autism: An fMRI study comparing autism and developmental coordination disorder	22
Comparing machine and deep learning‐based algorithms for prediction of clinical improvement in psychosis with functional magnetic resonance imaging	22
Early motor network connectivity after stroke: An interplay of general reorganization and state‐specific compensation	22
Enduring effect of abuse: Childhood maltreatment links to altered theory of mind network among adults	22
Restoring statistical validity in group analyses of motion‐corrupted MRI data	22
Abnormalities of intrinsic brain activity in essential tremor: A meta‐analysis of resting‐state functional imaging	22
Ten years of enhancing neuro‐imaging genetics through meta‐analysis: An overview from the ENIGMA Genetics Working Group	21
Supraspinal nociceptive networks in neuropathic pain after spinal cord injury	21
A simple permutation‐based test of intermodal correspondence	21
Motor and higher‐order functions topography of the human dentate nuclei identified with tractography and clustering methods	21
Isolating the sources of pipeline‐variability in group‐level task‐fMRI results	21
Spatial–temporal graph convolutional network for Alzheimer classification based on brain functional connectivity imaging of electroencephalogram	21
Hierarchical syntactic processing is beyond mere associating: Functional magnetic resonance imaging evidence from a novel artificial grammar	21
Individual‐based morphological brain network organization and its association with autistic symptoms in young children with autism spectrum disorder	21
Brain network hierarchy reorganization in Alzheimer's disease: A resting‐state functional magnetic resonance imaging study	21
Spindle–slow oscillation coupling correlates with memory performance and connectivity changes in a hippocampal network after sleep	21
Longitudinal white matter microstructural changes in pediatric mild traumatic brain injury: AnA‐CAPstudy	21
Causal structural covariance network revealing atrophy progression in Alzheimer's disease continuum	21
White matter hyperintensities segmentation using an ensemble of neural networks	21
Vascular origins of low‐frequency oscillations in the cerebrospinal fluid signal in resting‐state fMRI: Interpretation using photoplethysmography	20
Deep learning derived automated ASPECTS on non‐contrast CT scans of acute ischemic stroke patients	20
Variability of white matter anatomy in the subcallosal cingulate area	20
A preliminary choroid plexus volumetric study in individuals with psychosis	20
Coherent neural oscillations inform early stroke motor recovery	20
Reduced thalamic resting‐state functional connectivity and impaired cognition in acute abstinent heroin users	20
Probabilistic mapping of thalamic nuclei and thalamocortical functional connectivity in idiopathic generalised epilepsy	20
White matter hyperintensities at critical crossroads for executive function and verbal abilities in small vessel disease	20
Brain functional connectivity dynamics at rest in the aftermath of affective and cognitive challenges	20
Individual‐specific functional connectome biomarkers predict schizophrenia positive symptoms during adolescent brain maturation	20
Deep‐TOF‐PET: Deep learning‐guided generation of time‐of‐flight from non‐TOF brain PET images in the image and projection domains	20
Neural bases of the bodily self as revealed by electrical brain stimulation: A systematic review	20
Experimental suppression of transcranial magnetic stimulation‐electroencephalography sensory potentials	20
BACON: A tool for reverse inference in brain activation and alteration	19
Improving the predictive potential of diffusion MRI in schizophrenia using normative models—Towards subject‐level classification	19
Dynamic functional networks in idiopathic normal pressure hydrocephalus: Alterations and reversibility byCSFtap test	19
Age‐related estimates of aggregate g‐ratio of white matter structures assessed using quantitative magnetic resonance neuroimaging	19
Two distinct subtypes of obsessive compulsive disorder revealed by heterogeneity through discriminative analysis	19
Spatiotemporal changes in diffusivity and anisotropy in fetal brain tractography	19
Abnormal prediction error processing in schizophrenia and depression	19
Cortical thickness systematically varies with curvature and depth in healthy human brains	19
HybraPD atlas: Towards precise subcortical nuclei segmentation using multimodality medical images in patients with Parkinson disease	18
Relating quantitative 7T MRI across cortical depths to cytoarchitectonics, gene expression and connectomics	18
Classification of amyotrophic lateral sclerosis by brain volume, connectivity, and network dynamics	18
Neural changes following equine‐assisted therapy for posttraumatic stress disorder: A longitudinal multimodal imaging study	18
Abnormal dynamic functional connectivity after sleep deprivation from temporal variability perspective	18

Evolution of MEG: A first MEG‐feasible fluxgate magnetometer	18
Function–structure coupling: White matter functional magnetic resonance imaging hyper‐activation associates with structural integrity reductions in schizophrenia	18
Optimizing differential identifiability improves connectome predictive modeling of cognitive deficits from functional connectivity in Alzheimer's disease	18
Multisitetest–retestreliability and compatibility of brain metrics derived fromFreeSurferversions 7.1, 6.0, and 5.3	18
Taking the body off the mind: Decreased functional connectivity between somatomotor and default‐mode networks following Floatation‐REST	18
Multiparametric and multilevel characterization of morphological alterations in patients with transient ischemic attack	18
Maturity of gray matter structures and white matter connectomes, and their relationship with psychiatric symptoms in youth	18
Selective morphological and volumetric alterations in the hippocampus of children exposed in utero to gestational diabetes mellitus	18
Generative adversarial network constrained multiple loss autoencoder: A deep learning‐based individual atrophy detection for Alzheimer's disease and mild cognitive impairment	18
Disrupted topological organization of resting‐state functional brain networks in cerebral small vessel disease	18
Monofractal analysis of functional magnetic resonance imaging: An introductory review	17
Behavioral and neurophysiological signatures of interoceptive enhancements following vagus nerve stimulation	17
Visuomotor brain network activation and functional connectivity among individuals with autism spectrum disorder	17
Signatures of life course socioeconomic conditions in brain anatomy	17
Mapping of multiple muscles with transcranial magnetic stimulation: absolute and relative test–retest reliability	17
Cortico‐striato‐thalamo‐cerebellar networks of structural covariance underlying different epilepsy syndromes associated with generalized tonic–clonic seizures	17
Assessing methods for geometric distortion compensation in 7 T gradient echo functional MRI data	17
Structural control energy of resting‐state functional brain states reveals less cost‐effective brain dynamics in psychosis vulnerability	17
Voxel‐Based quantitative MRI reveals spatial patterns of grey matter alteration in multiple sclerosis	17
Opposing relationships of childhood threat and deprivation with stria terminalis white matter	17
Cortical reorganization after motor stroke: A pilot study on differences between the upper and lower limbs	17
Sparse deep neural networks on imaging genetics for schizophrenia case–control classification	17
Brain parcellation driven by dynamic functional connectivity better capture intrinsic network dynamics	17
Prevent breaking bad: A proof of concept study of rebalancing the brain's rumination circuit with real‐time fMRI functional connectivity neurofeedback	17
Lower brain glucose metabolism in normal ageing is predominantly frontal and temporal: A systematic review and pooled effect size and activation likelihood estimates meta‐analyses	17
Altered single‐subject gray matter structural networks in drug‐naïve attention deficit hyperactivity disorder children	17
Alterations in hippocampal subfield and amygdala subregion volumes in posttraumatic subjects with and without posttraumatic stress disorder	17
Large‐scale reconfiguration of connectivity patterns among attentional networks during context‐dependent adjustment of cognitive control	17
Predicting time‐resolved electrophysiological brain networks from structural eigenmodes	17
The role of hippocampal theta oscillations in working memory impairment in multiple sclerosis	17
Strategies for feature extraction from structural brain imaging in lesion‐deficit modelling	16
CEREBRUM‐7T: Fast and Fully Volumetric Brain Segmentation of 7 Tesla MR Volumes	16
Test–retest reliability of dynamic functional connectivity in naturalistic paradigm functional magnetic resonance imaging	16
Frequency‐dependent modulation of neural oscillations across the gait cycle	16
Nonlinear functional network connectivity in resting functional magnetic resonance imaging data	16
Evaluation of denoising strategies for task‐based functional connectivity: Equalizing residual motion artifacts between rest and cognitively demanding tasks	16
Musical memories in newborns: A resting‐state functional connectivity study	16
Functional connectivity gradients of the insula to different cerebral systems	16
Reliability, sensitivity, and predictive value of fMRI during multiple object tracking as a marker of cognitive training gain in combination with tDCS in stroke survivors	16
The balance between Bayesian inference and default mode determines the generation of tinnitus from decreased auditory input: A volume entropy‐based study	16
Differential contributions of inferior frontal gyrus subregions to sentence processing guided by intonation	16
Cortical iron mediates age‐related decline in fluid cognition	16
Prediction of the information processing speed performance in multiple sclerosis using a machine learning approach in a large multicenter magnetic resonance imaging data set	16
Microstates in complex and dynamical environments: Unraveling situational awareness in critical helicopter landing maneuvers	16
Perceptual learning of tone patterns changes the effective connectivity between Heschl's gyrus and planum temporale	16
Development and evaluation of a high performance T1‐weighted brain template for use in studies on older adults	15
The impact of transfer learning on 3D deep learning convolutional neural network segmentation of the hippocampus in mild cognitive impairment and Alzheimer disease subjects	15
The frontotemporal organization of the arcuate fasciculus and its relationship with speech perception in young and older amateur singers and non‐singers	15
Reliable brain morphometry from contrast‐enhanced T1w‐MRI in patients with multiple sclerosis	15
Oscillatory and structural signatures of language plasticity in brain tumor patients: A longitudinal study	15
Testing the reinforcement learning hypothesis of social conformity	15
Neural dissociation of visual attention span and phonological deficits in developmental dyslexia: A hub‐based white matter network analysis	15
Structural brain dynamics across reading development: A longitudinal MRI study from kindergarten to grade 5	15
Connectivity within regions characterizes epilepsy duration and treatment outcome	15
Age‐related change in task‐evoked amygdala—prefrontal circuitry: A multiverse approach with an accelerated longitudinal cohort aged 4–22 years	15
Prediction of childhood maltreatment and subtypes with personalized functional connectome of large‐scale brain networks	15
Altered resting‐state functional network connectivity in profound sensorineural hearing loss infants within an early sensitive period: A group ICA study	15
Frequency‐specific coactivation patterns in resting‐state and their alterations in schizophrenia: An fMRI study	15
Graph‐theoretical analysis ofEEGfunctional connectivity during balance perturbation in traumatic brain injury: A pilot study	15
The role of the ventrolateral anterior temporal lobes in social cognition	15
Trajectories of brain white matter development in young children with prenatal alcohol exposure	15
Increased functional interaction within frontoparietal network during working memory task in major depressive disorder	15
Predicting brain age during typical and atypical development based on structural and functional neuroimaging	15
Deep‐learning based fully automatic segmentation of the globus pallidus interna and externa using ultra‐high 7 TeslaMRI	15
Brain dynamics: Synchronous peaks, functional connectivity, and its temporal variability	15
Methodological evaluation of individual cognitive prediction based on the brain white matter structural connectome	15
Comparison of structural MRI brain measures between 1.5 and 3 T: Data from the Lothian Birth Cohort 1936	15
Brain‐wide inferiority and equivalence tests in fMRI group analyses: Selected applications	15
The morphometry of left cuneus mediating the genetic regulation on working memory	15
Deep multimodal predictome for studying mental disorders	15
The neural representation of abstract words may arise through grounding word meaning in language itself	15
New insights on the ventral attention network: Active suppression and involuntary recruitment during a bimodal task	15
Neurophysiological and functional neuroanatomical coding of statistical and deterministic rule information during sequence learning	14
Altered processing of communication signals in the subcortical auditory sensory pathway in autism	14
Theta‐gamma phase‐amplitude coupling in auditory cortex is modulated by language proficiency	14
Classification of type 2 diabetes mellitus with or without cognitive impairment from healthy controls using high‐order functional connectivity	14
Pain‐related reorganization in the primary somatosensory cortex of patients with postherpetic neuralgia	14
Functional magnetic resonance imaging responses during perceptual decision‐making at 3 and 7 T in human cortex, striatum, and brainstem	14
Structural connectome differences in pediatric mild traumatic brain and orthopedic injury	14
Structural abnormalities of cingulate cortex in patients with first‐episode drug‐naïve schizophrenia comorbid with depressive symptoms	14
Stimulus transformation into motor action: Dynamic graph analysis reveals a posterior‐to‐anterior shift in brain network communication of older subjects	14
Gray matter volumetric correlates of dimensional impulsivity traits in children: Sex differences and heritability	14
Multi‐atlas thalamic nuclei segmentation on standard T1‐weighed MRI with application to normal aging	14
Cardiorespiratory fitness, hippocampal subfield volumes, and mnemonic discrimination task performance in aging	14
Longitudinally stable, brain‐based predictive models mediate the relationships between childhood cognition and socio‐demographic, psychological and genetic factors	14
Predicting visual working memory with multimodal magnetic resonance imaging	14
Segregation, integration and balance in resting‐state brain functional networks associated with bipolar disorder symptoms	14
A new multimodality fusion classification approach to explore the uniqueness of schizophrenia and autism spectrum disorder	14
Aberrant dynamic structure–function relationship of rich‐club organization in treatment‐naïve newly diagnosed juvenile myoclonic epilepsy	14
How cerebral cortex protects itself from interictal spikes: The alpha/beta inhibition mechanism	14
Constrained spherical deconvolution of nonspherically sampled diffusion MRI data	14
A meta‐analysis of the neural substrates of monetary reward anticipation and outcome in alcohol use disorder	14
Parahippocampal area three gray matter is reduced in first‐episode schizophrenia spectrum: Discovery and replication samples	14
Discriminating subcortical ischemic vascular disease and Alzheimer's disease by diffusion kurtosis imaging in segregated thalamic regions	13
Functional impairment‐based segmentation of anterior cingulate cortex in depression and its relationship with treatment effects	13