Neuroimage

Article	Citations
Sample size evolution in neuroimaging research: An evaluation of highly-cited studies (1990–2012) and of latest practices (2017–2018) in high-impact journals	255
Comparing spatial null models for brain maps	202
Keep it real: rethinking the primacy of experimental control in cognitive neuroscience	180
Glymphatic clearance function in patients with cerebral small vessel disease	169
The neural correlates of semantic control revisited	165
Movie-watching outperforms rest for functional connectivity-based prediction of behavior	161
Cross-species functional alignment reveals evolutionary hierarchy within the connectome	150
Dispersion of functional gradients across the adult lifespan	148
White matter microstructure across the adult lifespan: A mixed longitudinal and cross-sectional study using advanced diffusion models and brain-age prediction	147
Confound modelling in UK Biobank brain imaging	146
Fixel-based Analysis of Diffusion MRI: Methods, Applications, Challenges and Opportunities	144
The Human Connectome Project: A retrospective	142
Quantitative mapping of the brain’s structural connectivity using diffusion MRI tractography: A review	134
Opportunities of connectomic neuromodulation	134
Can MRI measure myelin? Systematic review, qualitative assessment, and meta-analysis of studies validating microstructural imaging with myelin histology	124
Meaningful associations in the adolescent brain cognitive development study	121
SynthStrip: skull-stripping for any brain image	116
Automated segmentation of the hypothalamus and associated subunits in brain MRI	112
Shape analysis of the human association pathways	111
LSD alters dynamic integration and segregation in the human brain	110
ERP CORE: An open resource for human event-related potential research	109
Triaxial detection of the neuromagnetic field using optically-pumped magnetometry: feasibility and application in children	105
Toward a connectivity gradient-based framework for reproducible biomarker discovery	104
Deep learning-based unlearning of dataset bias for MRI harmonisation and confound removal	103
A cortical hierarchy of localized and distributed processes revealed via dissociation of task activations, connectivity changes, and intrinsic timescales	102

Predicting Alzheimer's disease progression using deep recurrent neural networks	99
Tractography dissection variability: What happens when 42 groups dissect 14 white matter bundles on the same dataset?	97
The developing Human Connectome Project (dHCP) automated resting-state functional processing framework for newborn infants	93
Multimodal brain-age prediction and cardiovascular risk: The Whitehall II MRI sub-study	92
Theoretical advantages of a triaxial optically pumped magnetometer magnetoencephalography system	92
Learning patterns of the ageing brain in MRI using deep convolutional networks	90
Movies and narratives as naturalistic stimuli in neuroimaging	88
Development of the default-mode network during childhood and adolescence: A longitudinal resting-state fMRI study	87
Advances in human intracranial electroencephalography research, guidelines and good practices	87
Measuring functional connectivity with wearable MEG	86
LayNii: A software suite for layer-fMRI	86
Structure-function coupling in the human connectome: A machine learning approach	86
Normative vs. patient-specific brain connectivity in deep brain stimulation	86
Connectomics of human electrophysiology	84
Advances in resting state fMRI acquisitions for functional connectomics	83
A comprehensive macaque fMRI pipeline and hierarchical atlas	83
Inter-individual variability in structural brain development from late childhood to young adulthood	82
Connectome 2.0: Developing the next-generation ultra-high gradient strength human MRI scanner for bridging studies of the micro-, meso- and macro-connectome	80
A contrast-adaptive method for simultaneous whole-brain and lesion segmentation in multiple sclerosis	79
Myelin quantification with MRI: A systematic review of accuracy and reproducibility	79
Crowdsourcing neuroscience: Inter-brain coupling during face-to-face interactions outside the laboratory	79
Fine-grain atlases of functional modes for fMRI analysis	78
Neurite Exchange Imaging (NEXI): A minimal model of diffusion in gray matter with inter-compartment water exchange	78
Dynamic Functional Connectivity between order and randomness and its evolution across the human adult lifespan	76
Wireless EEG: A survey of systems and studies	75
Are intrinsic neural timescales related to sensory processing? Evidence from abnormal behavioral states	75
Probing the neural signature of mind wandering with simultaneous fMRI-EEG and pupillometry	73
Deep brain stimulation for psychiatric disorders: From focal brain targets to cognitive networks	73
High-resolution connectomic fingerprints: Mapping neural identity and behavior	72
Deep neural networks learn general and clinically relevant representations of the ageing brain	71
Concurrent TMS-fMRI for causal network perturbation and proof of target engagement	71
Associations of quantitative susceptibility mapping with Alzheimer's disease clinical and imaging markers	70
NOise reduction with DIstribution Corrected (NORDIC) PCA in dMRI with complex-valued parameter-free locally low-rank processing	70
What have we really learned from functional connectivity in clinical populations?	70
Fast computational optimization of TMS coil placement for individualized electric field targeting	70
Human attachments shape interbrain synchrony toward efficient performance of social goals	68
Precision magnetic field modelling and control for wearable magnetoencephalography	68
The nonhuman primate neuroimaging and neuroanatomy project	68
χ-separation: Magnetic susceptibility source separation toward iron and myelin mapping in the brain	67
A dynamic graph convolutional neural network framework reveals new insights into connectome dysfunctions in ADHD	67
A coordinate-based meta-analysis of music-evoked emotions	67
Cortical hierarchy, dual counterstream architecture and the importance of top-down generative networks	66
Joint super-resolution and synthesis of 1 mm isotropic MP-RAGE volumes from clinical MRI exams with scans of different orientation, resolution and contrast	66
Beyond fingerprinting: Choosing predictive connectomes over reliable connectomes	65
Unsupervised MR harmonization by learning disentangled representations using information bottleneck theory	64
Vertex-wise multivariate genome-wide association study identifies 780 unique genetic loci associated with cortical morphology	64
Machine learning prediction of cognition from functional connectivity: Are feature weights reliable?	64
Core and matrix thalamic sub-populations relate to spatio-temporal cortical connectivity gradients	64
Cross-Axis projection error in optically pumped magnetometers and its implication for magnetoencephalography systems	64
Mouth magnetoencephalography: A unique perspective on the human hippocampus	63

Social exclusion reliably engages the default network: A meta-analysis of Cyberball	63
Dynamic state with covarying brain activity-connectivity: On the pathophysiology of schizophrenia	63
Inter-individual and age-dependent variability in simulated electric fields induced by conventional transcranial electrical stimulation	62
Uncertainty modelling in deep learning for safer neuroimage enhancement: Demonstration in diffusion MRI	62
Gradients in brain organization	62
Cross-scanner and cross-protocol multi-shell diffusion MRI data harmonization: Algorithms and results	61
A high-resolution in vivo atlas of the human brain's benzodiazepine binding site of GABAA receptors	61
Diffusion MRI and anatomic tracing in the same brain reveal common failure modes of tractography	60
BrainStat: A toolbox for brain-wide statistics and multimodal feature associations	60
Predictive regression modeling with MEG/EEG: from source power to signals and cognitive states	60
In vivo observation and biophysical interpretation of time-dependent diffusion in human cortical gray matter	60
Delta- and theta-band cortical tracking and phase-amplitude coupling to sung speech by infants	60
Post mortem mapping of connectional anatomy for the validation of diffusion MRI	59
A unified view on beamformers for M/EEG source reconstruction	59
Behavioural relevance of spontaneous, transient brain network interactions in fMRI	59
Associations between cognitive and brain volume changes in cognitively normal older adults	59
What’s new and what’s next in diffusion MRI preprocessing	58
The subsystem mechanism of default mode network underlying rumination: A reproducible neuroimaging study	58
Functional imaging of the developing brain with wearable high-density diffuse optical tomography: A new benchmark for infant neuroimaging outside the scanner environment	58
Surface-based single-subject morphological brain networks: Effects of morphological index, brain parcellation and similarity measure, sample size-varying stability and test-retest reliability	58
Inter-Subject Variability of Skull Conductivity and Thickness in Calibrated Realistic Head Models	58
Using OPMs to measure neural activity in standing, mobile participants	58
Signal diffusion along connectome gradients and inter-hub routing differentially contribute to dynamic human brain function	58
Diffusion time dependence, power-law scaling, and exchange in gray matter	56
Laminar dynamics of high amplitude beta bursts in human motor cortex	56
Aging brain mechanics: Progress and promise of magnetic resonance elastography	56
Comparison of individualized behavioral predictions across anatomical, diffusion and functional connectivity MRI	56
Imaging evolution of the primate brain: the next frontier?	56
Accurate brain‐age models for routine clinical MRI examinations	55
Marmoset Brain Mapping V3: Population multi-modal standard volumetric and surface-based templates	55
Modelling optically pumped magnetometer interference in MEG as a spatially homogeneous magnetic field	55
Reconstructing seen image from brain activity by visually-guided cognitive representation and adversarial learning	55
The Subcortical Atlas of the Rhesus Macaque (SARM) for neuroimaging	55
Spatial fidelity of MEG/EEG source estimates: A general evaluation approach	54
On the cortical connectivity in the macaque brain: A comparison of diffusion tractography and histological tracing data	54
Quality control strategies for brain MRI segmentation and parcellation: Practical approaches and recommendations - insights from the Maastricht study	54
Warped Bayesian linear regression for normative modelling of big data	54
Ongoing neural oscillations influence behavior and sensory representations by suppressing neuronal excitability	54
Retrospective motion artifact correction of structural MRI images using deep learning improves the quality of cortical surface reconstructions	53
Reliability of structural MRI measurements: The effects of scan session, head tilt, inter-scan interval, acquisition sequence, FreeSurfer version and processing stream	53
Preterm birth alters the development of cortical microstructure and morphology at term-equivalent age	53
Which multiband factor should you choose for your resting-state fMRI study?	53
Axon diameter index estimation independent of fiber orientation distribution using high-gradient diffusion MRI	53
An in vivo probabilistic atlas of the human locus coeruleus at ultra-high field	52
Combining brain perturbation and neuroimaging in non-human primates	52
Brain structure-function coupling provides signatures for task decoding and individual fingerprinting	52
Distinct and common neural coding of semantic and non-semantic control demands	52
Brain simulation as a cloud service: The Virtual Brain on EBRAINS	52
Serotonergic psychedelic drugs LSD and psilocybin reduce the hierarchical differentiation of unimodal and transmodal cortex	51
Modulation of cortical slow oscillations and complexity across anesthesia levels	51
Interference suppression techniques for OPM-based MEG: Opportunities and challenges	51
Propagating patterns of intrinsic activity along macroscale gradients coordinate functional connections across the whole brain	50
The Amsterdam Ultra-high field adult lifespan database (AHEAD): A freely available multimodal 7 Tesla submillimeter magnetic resonance imaging database	50
Lead-DBS v3.0: Mapping deep brain stimulation effects to local anatomy and global networks	49
U-net model for brain extraction: Trained on humans for transfer to non-human primates	49
The efficacy of different preprocessing steps in reducing motion-related confounds in diffusion MRI connectomics	49
Multiple dimensions underlying the functional organization of the language network	49
Network-level macroscale structural connectivity predicts propagation of transcranial magnetic stimulation	49
AI-driven attenuation correction for brain PET/MRI: Clinical evaluation of a dementia cohort and importance of the training group size	49
White matter plasticity in healthy older adults: The effects of aerobic exercise	49
Deuterium metabolic imaging in the human brain at 9.4 Tesla with high spatial and temporal resolution	49
Characteristics of fMRI responses to visual stimulation in anesthetized vs. awake mice	49
Changing the face of neuroimaging research: Comparing a new MRI de-facing technique with popular alternatives	49
Genes associated with gray matter volume alterations in schizophrenia	49
Reliability and stability challenges in ABCD task fMRI data	48
Neural generators of the frequency-following response elicited to stimuli of low and high frequency: A magnetoencephalographic (MEG) study	48
Temporally-precise disruption of prefrontal cortex informed by the timing of beta bursts impairs human action-stopping	47
Image harmonization: A review of statistical and deep learning methods for removing batch effects and evaluation metrics for effective harmonization	47
Recording brain responses to TMS of primary motor cortex by EEG – utility of an optimized sham procedure	47
Impact of concatenating fMRI data on reliability for functional connectomics	47
Resting-state electroencephalography (EEG) biomarkers of chronic neuropathic pain. A systematic review	47
Deep learning based segmentation of brain tissue from diffusion MRI	47
High gamma cortical processing of continuous speech in younger and older listeners	46
Exploring MEG brain fingerprints: Evaluation, pitfalls, and interpretations	46
Brain responses to drug cues predict craving changes in abstinent heroin users: A preliminary study	46
Hemodynamic and metabolic correspondence of resting-state voxel-based physiological metrics in healthy adults	46
Mapping the subcortical connectivity of the human default mode network	46
Scattered slice SHARD reconstruction for motion correction in multi-shell diffusion MRI	46
Reliability of EEG microstate analysis at different electrode densities during propofol-induced transitions of brain states	46
The human language effective connectome	46

Brain parcellation selection: An overlooked decision point with meaningful effects on individual differences in resting-state functional connectivity	46
The impact of artifact removal approaches on TMS–EEG signal	45
Intensity normalization methods in brain FDG-PET quantification	45
Task fMRI paradigms may capture more behaviorally relevant information than resting-state functional connectivity	45
Network variants are similar between task and rest states	45
Decompose quantitative susceptibility mapping (QSM) to sub-voxel diamagnetic and paramagnetic components based on gradient-echo MRI data	45
Proximity and touch are associated with neural but not physiological synchrony in naturalistic mother-infant interactions	45
Connectome-Based Predictive Modeling of Creativity Anxiety	45
Using OPM-MEG in contrasting magnetic environments	45
A tutorial on generalized eigendecomposition for denoising, contrast enhancement, and dimension reduction in multichannel electrophysiology	45
Multi-dimensional connectivity: a conceptual and mathematical review	45
Functional annotation of human cognitive states using deep graph convolution	45
Neurodevelopmental effects of childhood malnutrition: A neuroimaging perspective	44
rsHRF: A toolbox for resting-state HRF estimation and deconvolution	44
Disentangling neocortical alpha/beta and hippocampal theta/gamma oscillations in human episodic memory formation	44
SEPIA—Susceptibility mapping pipeline tool for phase images	44
The impact of realistic axonal shape on axon diameter estimation using diffusion MRI	44
Connectome spectral analysis to track EEG task dynamics on a subsecond scale	44
State anxiety biases estimates of uncertainty and impairs reward learning in volatile environments	44
The data-processing multiverse of event-related potentials (ERPs): A roadmap for the optimization and standardization of ERP processing and reduction pipelines	44
Open and reproducible neuroimaging: From study inception to publication	44
Imaging perivascular space structure and function using brain MRI	43
Fetal brain age estimation and anomaly detection using attention-based deep ensembles with uncertainty	43
Predicting brain age with complex networks: From adolescence to adulthood	43
Towards an objective evaluation of EEG/MEG source estimation methods – The linear approach	43
Individualized event structure drives individual differences in whole-brain functional connectivity	43
Curvature processing in human visual cortical areas	43
Network-based fMRI-neurofeedback training of sustained attention	43
Cross-validation and permutations in MVPA: Validity of permutation strategies and power of cross-validation schemes	43
Multiscale communication in cortico-cortical networks	42
Development of the brain functional connectome follows puberty-dependent nonlinear trajectories	42
Brain-informed speech separation (BISS) for enhancement of target speaker in multitalker speech perception	42
A deep learning approach for magnetization transfer contrast MR fingerprinting and chemical exchange saturation transfer imaging	42
Dynamic inter-brain synchrony in real-life inter-personal cooperation: A functional near-infrared spectroscopy hyperscanning study	42
Dynamic brain fluctuations outperform connectivity measures and mirror pathophysiological profiles across dementia subtypes: A multicenter study	42
Micapipe: A pipeline for multimodal neuroimaging and connectome analysis	42
Deficits in ascending and descending pain modulation pathways in patients with postherpetic neuralgia	42
Myelin development in cerebral gray and white matter during adolescence and late childhood	42
Imaging iron and neuromelanin simultaneously using a single 3D gradient echo magnetization transfer sequence: Combining neuromelanin, iron and the nigrosome-1 sign as complementary imaging biomarkers	41
Team-work, Team-brain: Exploring synchrony and team interdependence in a nine-person drumming task via multiparticipant hyperscanning and inter-brain network topology with fNIRS	41
Brain-age prediction: A systematic comparison of machine learning workflows	41
Systematically disrupted functional gradient of the cortical connectome in generalized epilepsy: Initial discovery and independent sample replication	41
Open eyes and closed eyes elicit different temporal properties of brain functional networks	41
Multi‐band FMRI compromises detection of mesolimbic reward responses	41
Focal lesions induce large-scale percolation of sleep-like intracerebral activity in awake humans	41
Methods for quantitative susceptibility and R2* mapping in whole post-mortem brains at 7T applied to amyotrophic lateral sclerosis	41
Accessible pediatric neuroimaging using a low field strength MRI scanner	41
Biophysically detailed forward modeling of the neural origin of EEG and MEG signals	41
Functional connectome reorganization relates to post-stroke motor recovery and structural and functional disconnection	40
Perceptual difficulty modulates the direction of information flow in familiar face recognition	40
Investigation of the association between cerebral iron content and myelin content in normative aging using quantitative magnetic resonance neuroimaging	40
Autonomic arousals contribute to brain fluid pulsations during sleep	40
Partial volume correction in arterial spin labeling perfusion MRI: A method to disentangle anatomy from physiology or an analysis step too far?	40
Fiber tractography bundle segmentation depends on scanner effects, vendor effects, acquisition resolution, diffusion sampling scheme, diffusion sensitization, and bundle segmentation workflow	40
Alertness fluctuations when performing a task modulate cortical evoked responses to transcranial magnetic stimulation	40
Attention reinforces human corticofugal system to aid speech perception in noise	40
Probing rapid network reorganization of motor and language functions via neuromodulation and neuroimaging	40
Children with attention-deficit/hyperactivity disorder spend more time in hyperconnected network states and less time in segregated network states as revealed by dynamic connectivity analysis	40
Efficient high-resolution TMS mapping of the human motor cortex by nonlinear regression	40
Intensity warping for multisite MRI harmonization	39
SDnDTI: Self-supervised deep learning-based denoising for diffusion tensor MRI	39
Large, open datasets for human connectomics research: Considerations for reproducible and responsible data use	39
Localization of deep brain activity with scalp and subdural EEG	39
Impact of anesthesia on static and dynamic functional connectivity in mice	39
Language networks in aphasia and health: A 1000 participant activation likelihood estimation meta-analysis	38
Perturbation of the right prefrontal cortex disrupts interference control	38
High-resolution mapping and digital atlas of subcortical regions in the macaque monkey based on matched MAP-MRI and histology	38
Predicting dysfunctional age-related task activations from resting-state network alterations	38
Rapid encoding of musical tones discovered in whole-brain connectivity	38
Functional selectivity for social interaction perception in the human superior temporal sulcus during natural viewing	38
A collaborative resource platform for non-human primate neuroimaging	38
The open EEGLAB portal Interface: High-Performance computing with EEGLAB	37
Clinical connectome fingerprints of cognitive decline	37
Anatomical and functional coupling between the dorsal and ventral attention networks	37
Network communication models narrow the gap between the modular organization of structural and functional brain networks	37
Cross-dataset reproducibility of human retinotopic maps	37
Multimodal hyperscanning reveals that synchrony of body and mind are distinct in mother-child dyads	37
Probabilistic mapping of human functional brain networks identifies regions of high group consensus	37
Local and distant responses to single pulse electrical stimulation reflect different forms of connectivity	37
Deep recurrent model for individualized prediction of Alzheimer’s disease progression	37
A deep learning toolbox for automatic segmentation of subcortical limbic structures from MRI images	37
Alterations in rhythmic and non‐rhythmic resting‐state EEG activity and their link to cognition in older age	37
Distinct dimensions of emotion in the human brain and their representation on the cortical surface	37
Comparing methods of detecting and segmenting unruptured intracranial aneurysms on TOF-MRAS: The ADAM challenge	37
Virtual brain grafting: Enabling whole brain parcellation in the presence of large lesions	37
Better the devil you know than the devil you don't: Neural processing of risk and ambiguity	36
Where the genome meets the connectome: Understanding how genes shape human brain connectivity	36
Characterizing cerebral hemodynamics across the adult lifespan with arterial spin labeling MRI data from the Human Connectome Project-Aging	36
The neurocognitive correlates of brain entropy estimated by resting state fMRI	36
Re-visiting Riemannian geometry of symmetric positive definite matrices for the analysis of functional connectivity	36
Preterm birth leads to impaired rich-club organization and fronto-paralimbic/limbic structural connectivity in newborns	36
Ultra-long-TE arterial spin labeling reveals rapid and brain-wide blood-to-CSF water transport in humans	36
The human corticocortical vestibular network	36
Individual variation underlying brain age estimates in typical development	36
Cortical gradients of functional connectivity are robust to state-dependent changes following sleep deprivation	36