Neuroimage

Article	Citations
Generative modeling of brain maps with spatial autocorrelation	282
FastSurfer - A fast and accurate deep learning based neuroimaging pipeline	261
Sample size evolution in neuroimaging research: An evaluation of highly-cited studies (1990–2012) and of latest practices (2017–2018) in high-impact journals	243
Comparing spatial null models for brain maps	186
XTRACT - Standardised protocols for automated tractography in the human and macaque brain	182
Multi-channel whole-head OPM-MEG: Helmet design and a comparison with a conventional system	176
Finding the needle in a high-dimensional haystack: Canonical correlation analysis for neuroscientists	172
Keep it real: rethinking the primacy of experimental control in cognitive neuroscience	171
Idiosynchrony: From shared responses to individual differences during naturalistic neuroimaging	170
SANDI: A compartment-based model for non-invasive apparent soma and neurite imaging by diffusion MRI	162
Glymphatic clearance function in patients with cerebral small vessel disease	151
The neural correlates of semantic control revisited	151
Movie-watching outperforms rest for functional connectivity-based prediction of behavior	150
Cross-species functional alignment reveals evolutionary hierarchy within the connectome	143
Longitudinal ComBat: A method for harmonizing longitudinal multi-scanner imaging data	141
Dispersion of functional gradients across the adult lifespan	137
Increased power by harmonizing structural MRI site differences with the ComBat batch adjustment method in ENIGMA	137
White matter microstructure across the adult lifespan: A mixed longitudinal and cross-sectional study using advanced diffusion models and brain-age prediction	134
Confound modelling in UK Biobank brain imaging	134
Fixel-based Analysis of Diffusion MRI: Methods, Applications, Challenges and Opportunities	132
The Human Connectome Project: A retrospective	127
Opportunities of connectomic neuromodulation	127
Machine-learning-based diagnostics of EEG pathology	124
Functional reorganization of brain networks across the human menstrual cycle	118
Can MRI measure myelin? Systematic review, qualitative assessment, and meta-analysis of studies validating microstructural imaging with myelin histology	112

Quantitative mapping of the brain’s structural connectivity using diffusion MRI tractography: A review	112
Psilocybin acutely alters the functional connectivity of the claustrum with brain networks that support perception, memory, and attention	108
Meaningful associations in the adolescent brain cognitive development study	108
Shape analysis of the human association pathways	105
LSD alters dynamic integration and segregation in the human brain	105
Infant FreeSurfer: An automated segmentation and surface extraction pipeline for T1-weighted neuroimaging data of infants 0–2 years	102
Automated segmentation of the hypothalamus and associated subunits in brain MRI	100
Toward a connectivity gradient-based framework for reproducible biomarker discovery	100
ERP CORE: An open resource for human event-related potential research	98
Can EEG and MEG detect signals from the human cerebellum?	98
Brain (re)organisation following amputation: Implications for phantom limb pain	97
A cortical hierarchy of localized and distributed processes revealed via dissociation of task activations, connectivity changes, and intrinsic timescales	96
Deep learning-based unlearning of dataset bias for MRI harmonisation and confound removal	96
Triaxial detection of the neuromagnetic field using optically-pumped magnetometry: feasibility and application in children	94
TractoFlow: A robust, efficient and reproducible diffusion MRI pipeline leveraging Nextflow & Singularity	92
Tractography dissection variability: What happens when 42 groups dissect 14 white matter bundles on the same dataset?	92
AssemblyNet: A large ensemble of CNNs for 3D whole brain MRI segmentation	91
Accurate and robust whole-head segmentation from magnetic resonance images for individualized head modeling	90
Theoretical advantages of a triaxial optically pumped magnetometer magnetoencephalography system	87
Predicting Alzheimer's disease progression using deep recurrent neural networks	86
Multimodal brain-age prediction and cardiovascular risk: The Whitehall II MRI sub-study	86
SynthStrip: skull-stripping for any brain image	86
Normative vs. patient-specific brain connectivity in deep brain stimulation	85
The developing Human Connectome Project (dHCP) automated resting-state functional processing framework for newborn infants	84
Learning patterns of the ageing brain in MRI using deep convolutional networks	84
Movies and narratives as naturalistic stimuli in neuroimaging	81
Measuring functional connectivity with wearable MEG	81
ExploreASL: An image processing pipeline for multi-center ASL perfusion MRI studies	80
Development of the default-mode network during childhood and adolescence: A longitudinal resting-state fMRI study	79
Structure-function coupling in the human connectome: A machine learning approach	79
Connectomics of human electrophysiology	78
Towards clinical applications of movie fMRI	77
Crowdsourcing neuroscience: Inter-brain coupling during face-to-face interactions outside the laboratory	76
Connectome 2.0: Developing the next-generation ultra-high gradient strength human MRI scanner for bridging studies of the micro-, meso- and macro-connectome	75
Advances in human intracranial electroencephalography research, guidelines and good practices	75
Inter-individual variability in structural brain development from late childhood to young adulthood	75
A comprehensive macaque fMRI pipeline and hierarchical atlas	74
Functional network reorganization in older adults: Graph-theoretical analyses of age, cognition and sex	73
Myelin quantification with MRI: A systematic review of accuracy and reproducibility	73
Are intrinsic neural timescales related to sensory processing? Evidence from abnormal behavioral states	73
Dynamic Functional Connectivity between order and randomness and its evolution across the human adult lifespan	73
The Bayesian Virtual Epileptic Patient: A probabilistic framework designed to infer the spatial map of epileptogenicity in a personalized large-scale brain model of epilepsy spread	72
Advances in resting state fMRI acquisitions for functional connectomics	72
LayNii: A software suite for layer-fMRI	72
The sensation of groove engages motor and reward networks	71
Deep brain stimulation: Imaging on a group level	71
Deep brain stimulation for psychiatric disorders: From focal brain targets to cognitive networks	71
DeepDTI: High-fidelity six-direction diffusion tensor imaging using deep learning	71
Gamma oscillations weaken with age in healthy elderly in human EEG	68
A contrast-adaptive method for simultaneous whole-brain and lesion segmentation in multiple sclerosis	68

Fast computational optimization of TMS coil placement for individualized electric field targeting	68
Concurrent TMS-fMRI for causal network perturbation and proof of target engagement	67
High-resolution connectomic fingerprints: Mapping neural identity and behavior	67
Fine-grain atlases of functional modes for fMRI analysis	67
Towards HCP-Style macaque connectomes: 24-Channel 3T multi-array coil, MRI sequences and preprocessing	66
A gradient from long-term memory to novel cognition: Transitions through default mode and executive cortex	66
Associations of quantitative susceptibility mapping with Alzheimer's disease clinical and imaging markers	66
Probing the neural signature of mind wandering with simultaneous fMRI-EEG and pupillometry	65
Too little, too late, and in the wrong place: Alpha band activity does not reflect an active mechanism of selective attention	65
Functional connectivity of EEG is subject-specific, associated with phenotype, and different from fMRI	65
Interindividual variability and lateralization of μ-opioid receptors in the human brain	65
Vascular physiology drives functional brain networks	65
Intersubject representational similarity analysis reveals individual variations in affective experience when watching erotic movies	65
NOise reduction with DIstribution Corrected (NORDIC) PCA in dMRI with complex-valued parameter-free locally low-rank processing	65
The nonhuman primate neuroimaging and neuroanatomy project	64
Functional dedifferentiation of associative resting state networks in older adults – A longitudinal study	63
Human attachments shape interbrain synchrony toward efficient performance of social goals	63
Cortical hierarchy, dual counterstream architecture and the importance of top-down generative networks	63
Neurite Exchange Imaging (NEXI): A minimal model of diffusion in gray matter with inter-compartment water exchange	62
Precision magnetic field modelling and control for wearable magnetoencephalography	62
What have we really learned from functional connectivity in clinical populations?	61
Cross-Axis projection error in optically pumped magnetometers and its implication for magnetoencephalography systems	61
Permutation inference for canonical correlation analysis	61
Beyond fingerprinting: Choosing predictive connectomes over reliable connectomes	61
Deep neural networks learn general and clinically relevant representations of the ageing brain	61
The role of default mode network in semantic cue integration	61
Core and matrix thalamic sub-populations relate to spatio-temporal cortical connectivity gradients	60
Uncertainty modelling in deep learning for safer neuroimage enhancement: Demonstration in diffusion MRI	60
Gradients in brain organization	60
Inter-individual and age-dependent variability in simulated electric fields induced by conventional transcranial electrical stimulation	60
A coordinate-based meta-analysis of music-evoked emotions	59
Mouth magnetoencephalography: A unique perspective on the human hippocampus	59
Dynamic state with covarying brain activity-connectivity: On the pathophysiology of schizophrenia	59
The relationship between individual variation in macroscale functional gradients and distinct aspects of ongoing thought	59
Vertex-wise multivariate genome-wide association study identifies 780 unique genetic loci associated with cortical morphology	58
Joint super-resolution and synthesis of 1 mm isotropic MP-RAGE volumes from clinical MRI exams with scans of different orientation, resolution and contrast	58
Diffusion MRI and anatomic tracing in the same brain reveal common failure modes of tractography	57
Unsupervised MR harmonization by learning disentangled representations using information bottleneck theory	57
Wireless EEG: A survey of systems and studies	57
Social exclusion reliably engages the default network: A meta-analysis of Cyberball	57
Understanding brain organisation in the face of functional heterogeneity and functional multiplicity	57
Removal of high frequency contamination from motion estimates in single-band fMRI saves data without biasing functional connectivity	57
Social cognition in context: A naturalistic imaging approach	57
Cross-scanner and cross-protocol multi-shell diffusion MRI data harmonization: Algorithms and results	57
The shaky ground truth of real-time phase estimation	57
Predictive regression modeling with MEG/EEG: from source power to signals and cognitive states	56
Multiple testing correction over contrasts for brain imaging	56
Behavioural relevance of spontaneous, transient brain network interactions in fMRI	56
χ-separation: Magnetic susceptibility source separation toward iron and myelin mapping in the brain	56
Signal diffusion along connectome gradients and inter-hub routing differentially contribute to dynamic human brain function	56
In vivo observation and biophysical interpretation of time-dependent diffusion in human cortical gray matter	55
Delta- and theta-band cortical tracking and phase-amplitude coupling to sung speech by infants	55
A dynamic graph convolutional neural network framework reveals new insights into connectome dysfunctions in ADHD	55
Inter-Subject Variability of Skull Conductivity and Thickness in Calibrated Realistic Head Models	55
A unified view on beamformers for M/EEG source reconstruction	55
Cingulate cortex function and multi-modal connectivity mapped using intracranial stimulation	55
Myeloarchitecture gradients in the human insula: Histological underpinnings and association to intrinsic functional connectivity	54
Machine learning prediction of cognition from functional connectivity: Are feature weights reliable?	54
Neighborhood deprivation, prefrontal morphology and neurocognition in late childhood to early adolescence	54
A high-resolution in vivo atlas of the human brain's benzodiazepine binding site of GABAA receptors	54
The modular organization of brain cortical connectivity across the human lifespan	53
Progesterone shapes medial temporal lobe volume across the human menstrual cycle	53
Automatic cerebellum anatomical parcellation using U-Net with locally constrained optimization	53
Imaging evolution of the primate brain: the next frontier?	53
On the cortical connectivity in the macaque brain: A comparison of diffusion tractography and histological tracing data	53
Using OPMs to measure neural activity in standing, mobile participants	53
Aging brain mechanics: Progress and promise of magnetic resonance elastography	52
Modelling optically pumped magnetometer interference in MEG as a spatially homogeneous magnetic field	52
Post mortem mapping of connectional anatomy for the validation of diffusion MRI	52
Combining brain perturbation and neuroimaging in non-human primates	52
The thalamic functional gradient and its relationship to structural basis and cognitive relevance	52
Associations between cognitive and brain volume changes in cognitively normal older adults	51
An in vivo probabilistic atlas of the human locus coeruleus at ultra-high field	51
Surface-based single-subject morphological brain networks: Effects of morphological index, brain parcellation and similarity measure, sample size-varying stability and test-retest reliability	51
Functional imaging of the developing brain with wearable high-density diffuse optical tomography: A new benchmark for infant neuroimaging outside the scanner environment	51
Natural music evokes correlated EEG responses reflecting temporal structure and beat	51
The subsystem mechanism of default mode network underlying rumination: A reproducible neuroimaging study	51
Neuroharmony: A new tool for harmonizing volumetric MRI data from unseen scanners	51
The Subcortical Atlas of the Rhesus Macaque (SARM) for neuroimaging	51
Marmoset Brain Mapping V3: Population multi-modal standard volumetric and surface-based templates	51

BrainStat: A toolbox for brain-wide statistics and multimodal feature associations	50
Axon diameter index estimation independent of fiber orientation distribution using high-gradient diffusion MRI	50
Comparison of beamformer implementations for MEG source localization	50
A comparison of resting state EEG and structural MRI for classifying Alzheimer’s disease and mild cognitive impairment	50
Spatial fidelity of MEG/EEG source estimates: A general evaluation approach	50
Distinct and common neural coding of semantic and non-semantic control demands	49
No evidence for differences among language regions in their temporal receptive windows	49
Serotonergic psychedelics LSD & psilocybin increase the fractal dimension of cortical brain activity in spatial and temporal domains	49
Brain simulation as a cloud service: The Virtual Brain on EBRAINS	49
Modeling regional changes in dynamic stability during sleep and wakefulness	49
What’s new and what’s next in diffusion MRI preprocessing	49
An insight-related neural reward signal	49
Laminar dynamics of high amplitude beta bursts in human motor cortex	49
Which multiband factor should you choose for your resting-state fMRI study?	48
Ongoing neural oscillations influence behavior and sensory representations by suppressing neuronal excitability	48
Oculometric signature of switch into awareness? Pupil size predicts sudden insight whereas microsaccades predict problem-solving via analysis	48
AI-driven attenuation correction for brain PET/MRI: Clinical evaluation of a dementia cohort and importance of the training group size	48
Characteristics of fMRI responses to visual stimulation in anesthetized vs. awake mice	48
Modulation of cortical slow oscillations and complexity across anesthesia levels	48
Propagating patterns of intrinsic activity along macroscale gradients coordinate functional connections across the whole brain	47
The Amsterdam Ultra-high field adult lifespan database (AHEAD): A freely available multimodal 7 Tesla submillimeter magnetic resonance imaging database	47
Accurate brain‐age models for routine clinical MRI examinations	47
MTE-NODDI: Multi-TE NODDI for disentangling non-T2-weighted signal fractions from compartment-specific T2 relaxation times	47
A role for the ventromedial prefrontal cortex in self-generated episodic social cognition	47
Reconstructing seen image from brain activity by visually-guided cognitive representation and adversarial learning	47
The function of the hippocampus and middle temporal gyrus in forming new associations and concepts during the processing of novelty and usefulness features in creative designs	47
Region-specific sex differences in the hippocampus	47
Serotonergic psychedelic drugs LSD and psilocybin reduce the hierarchical differentiation of unimodal and transmodal cortex	47
Neural generators of the frequency-following response elicited to stimuli of low and high frequency: A magnetoencephalographic (MEG) study	46
Brain responses to drug cues predict craving changes in abstinent heroin users: A preliminary study	46
Relationships between depressive symptoms and brain responses during emotional movie viewing emerge in adolescence	46
Dynamic intersubject neural synchronization reflects affective responses to sad music	46
Network-level macroscale structural connectivity predicts propagation of transcranial magnetic stimulation	46
Reduced tactile acuity in chronic low back pain is linked with structural neuroplasticity in primary somatosensory cortex and is modulated by acupuncture therapy	46
Retrospective motion artifact correction of structural MRI images using deep learning improves the quality of cortical surface reconstructions	46
Warped Bayesian linear regression for normative modelling of big data	46
Temporally-precise disruption of prefrontal cortex informed by the timing of beta bursts impairs human action-stopping	46
Impaired mesocorticolimbic connectivity underlies increased pain sensitivity in chronic low back pain	46
Reliability of EEG microstate analysis at different electrode densities during propofol-induced transitions of brain states	45
Pre-trial theta band activity in the ventromedial prefrontal cortex correlates with inhibition-related theta band activity in the right inferior frontal cortex	45
Reliability of structural MRI measurements: The effects of scan session, head tilt, inter-scan interval, acquisition sequence, FreeSurfer version and processing stream	45
Preterm birth alters the development of cortical microstructure and morphology at term-equivalent age	45
Impact of concatenating fMRI data on reliability for functional connectomics	45
U-net model for brain extraction: Trained on humans for transfer to non-human primates	45
Changing the face of neuroimaging research: Comparing a new MRI de-facing technique with popular alternatives	45
Naturalistic stimuli reveal a dominant role for agentic action in visual representation	45
Interference suppression techniques for OPM-based MEG: Opportunities and challenges	45
Brain parcellation selection: An overlooked decision point with meaningful effects on individual differences in resting-state functional connectivity	45
The efficacy of different preprocessing steps in reducing motion-related confounds in diffusion MRI connectomics	45
Quality control strategies for brain MRI segmentation and parcellation: Practical approaches and recommendations - insights from the Maastricht study	44
White matter plasticity in healthy older adults: The effects of aerobic exercise	44
Exploring MEG brain fingerprints: Evaluation, pitfalls, and interpretations	44
Diffusion time dependence, power-law scaling, and exchange in gray matter	44
Genes associated with gray matter volume alterations in schizophrenia	44
Multiple dimensions underlying the functional organization of the language network	44
Brain structure-function coupling provides signatures for task decoding and individual fingerprinting	44
Recording brain responses to TMS of primary motor cortex by EEG – utility of an optimized sham procedure	44
Predicting motor outcome in preterm infants from very early brain diffusion MRI using a deep learning convolutional neural network (CNN) model	44
Intensity normalization methods in brain FDG-PET quantification	43
The data-processing multiverse of event-related potentials (ERPs): A roadmap for the optimization and standardization of ERP processing and reduction pipelines	43
Multi-dimensional connectivity: a conceptual and mathematical review	43
Individualized event structure drives individual differences in whole-brain functional connectivity	43
Deuterium metabolic imaging in the human brain at 9.4 Tesla with high spatial and temporal resolution	43
rsHRF: A toolbox for resting-state HRF estimation and deconvolution	43
An open database of resting-state fMRI in awake rats	43
Bibliometric evaluation of 2000–2019 publications on functional near-infrared spectroscopy	43
Proximity and touch are associated with neural but not physiological synchrony in naturalistic mother-infant interactions	43
Connectome spectral analysis to track EEG task dynamics on a subsecond scale	43
Default mode network changes in fibromyalgia patients are largely dependent on current clinical pain	42
Reliability and stability challenges in ABCD task fMRI data	42
Stability of dynamic functional architecture differs between brain networks and states	42
Virtual histology of multi-modal magnetic resonance imaging of cerebral cortex in young men	42
High gamma cortical processing of continuous speech in younger and older listeners	42
Scattered slice SHARD reconstruction for motion correction in multi-shell diffusion MRI	42
Functional annotation of human cognitive states using deep graph convolution	42
Deficits in ascending and descending pain modulation pathways in patients with postherpetic neuralgia	41
Regional balance between glutamate+glutamine and GABA+ in the resting human brain	41
Disentangling neocortical alpha/beta and hippocampal theta/gamma oscillations in human episodic memory formation	41
A tutorial on generalized eigendecomposition for denoising, contrast enhancement, and dimension reduction in multichannel electrophysiology	41
A meta-analysis of fMRI studies of language comprehension in children	41
Insight into the fundamental trade-offs of diffusion MRI from polarization-sensitive optical coherence tomography in ex vivo human brain	41
Multiscale communication in cortico-cortical networks	41
Curvature processing in human visual cortical areas	41
A deep learning approach for magnetization transfer contrast MR fingerprinting and chemical exchange saturation transfer imaging	41
Generalization of diffusion magnetic resonance imaging–based brain age prediction model through transfer learning	41
Multi‐band FMRI compromises detection of mesolimbic reward responses	40
Mapping functional brain networks from the structural connectome: Relating the series expansion and eigenmode approaches	40
Towards an objective evaluation of EEG/MEG source estimation methods – The linear approach	40
Connectome-Based Predictive Modeling of Creativity Anxiety	40
Myelin development in cerebral gray and white matter during adolescence and late childhood	40
Alertness fluctuations when performing a task modulate cortical evoked responses to transcranial magnetic stimulation	40
Network variants are similar between task and rest states	40
The human language effective connectome	40
Fiber tractography bundle segmentation depends on scanner effects, vendor effects, acquisition resolution, diffusion sampling scheme, diffusion sensitization, and bundle segmentation workflow	40
Quantification of brain oxygen extraction and metabolism with [15O]-gas PET: A technical review in the era of PET/MRI	40