Neuroimage

Article	Citations
Generative modeling of brain maps with spatial autocorrelation	250
FastSurfer - A fast and accurate deep learning based neuroimaging pipeline	235
Sample size evolution in neuroimaging research: An evaluation of highly-cited studies (1990–2012) and of latest practices (2017–2018) in high-impact journals	226
XTRACT - Standardised protocols for automated tractography in the human and macaque brain	167
Multi-channel whole-head OPM-MEG: Helmet design and a comparison with a conventional system	164
Finding the needle in a high-dimensional haystack: Canonical correlation analysis for neuroscientists	160
Comparing spatial null models for brain maps	159
Optimising network modelling methods for fMRI	158
Idiosynchrony: From shared responses to individual differences during naturalistic neuroimaging	156
Keep it real: rethinking the primacy of experimental control in cognitive neuroscience	153
SANDI: A compartment-based model for non-invasive apparent soma and neurite imaging by diffusion MRI	146
The neural correlates of semantic control revisited	136
Longitudinal ComBat: A method for harmonizing longitudinal multi-scanner imaging data	128
Increased power by harmonizing structural MRI site differences with the ComBat batch adjustment method in ENIGMA	128
Movie-watching outperforms rest for functional connectivity-based prediction of behavior	128
Cross-species functional alignment reveals evolutionary hierarchy within the connectome	126
Confound modelling in UK Biobank brain imaging	123
White matter microstructure across the adult lifespan: A mixed longitudinal and cross-sectional study using advanced diffusion models and brain-age prediction	121
Dispersion of functional gradients across the adult lifespan	120
Glymphatic clearance function in patients with cerebral small vessel disease	119
Opportunities of connectomic neuromodulation	118
Machine-learning-based diagnostics of EEG pathology	118
Fixel-based Analysis of Diffusion MRI: Methods, Applications, Challenges and Opportunities	116
Effects of repetitive transcranial magnetic stimulation on resting-state connectivity: A systematic review	115
A novel approach to localize cortical TMS effects	112

The Human Connectome Project: A retrospective	111
Differences in unity: The go/no-go and stop signal tasks rely on different mechanisms	107
Can MRI measure myelin? Systematic review, qualitative assessment, and meta-analysis of studies validating microstructural imaging with myelin histology	105
Early life stress and brain function: Activity and connectivity associated with processing emotion and reward	105
Functional reorganization of brain networks across the human menstrual cycle	105
Resting-state “physiological networks”	102
Meaningful associations in the adolescent brain cognitive development study	100
Metacontrol of human creativity: The neurocognitive mechanisms of convergent and divergent thinking	99
Quantitative mapping of the brain’s structural connectivity using diffusion MRI tractography: A review	97
LSD alters dynamic integration and segregation in the human brain	97
Infant FreeSurfer: An automated segmentation and surface extraction pipeline for T1-weighted neuroimaging data of infants 0–2 years	94
Shape analysis of the human association pathways	94
Brain GABA and glutamate levels across pain conditions: A systematic literature review and meta-analysis of 1H-MRS studies using the MRS-Q quality assessment tool	94
Instructor-learner brain coupling discriminates between instructional approaches and predicts learning	93
Deep learning-based unlearning of dataset bias for MRI harmonisation and confound removal	91
Can EEG and MEG detect signals from the human cerebellum?	90
Psilocybin acutely alters the functional connectivity of the claustrum with brain networks that support perception, memory, and attention	90
Automated segmentation of the hypothalamus and associated subunits in brain MRI	89
Brain (re)organisation following amputation: Implications for phantom limb pain	89
Identifying and removing widespread signal deflections from fMRI data: Rethinking the global signal regression problem	89
ERP CORE: An open resource for human event-related potential research	87
Toward a connectivity gradient-based framework for reproducible biomarker discovery	87
TractoFlow: A robust, efficient and reproducible diffusion MRI pipeline leveraging Nextflow & Singularity	87
Multimodal brain-age prediction and cardiovascular risk: The Whitehall II MRI sub-study	83
The effect of network thresholding and weighting on structural brain networks in the UK Biobank	82
Tractography dissection variability: What happens when 42 groups dissect 14 white matter bundles on the same dataset?	82
Triaxial detection of the neuromagnetic field using optically-pumped magnetometry: feasibility and application in children	81
Learning patterns of the ageing brain in MRI using deep convolutional networks	79
Normative vs. patient-specific brain connectivity in deep brain stimulation	79
AssemblyNet: A large ensemble of CNNs for 3D whole brain MRI segmentation	78
ExploreASL: An image processing pipeline for multi-center ASL perfusion MRI studies	77
Test-retest reliability of FreeSurfer automated hippocampal subfield segmentation within and across scanners	76
Dissociated neuronal phase- and amplitude-coupling patterns in the human brain	76
Accurate and robust whole-head segmentation from magnetic resonance images for individualized head modeling	76
Theoretical advantages of a triaxial optically pumped magnetometer magnetoencephalography system	76
Predicting Alzheimer's disease progression using deep recurrent neural networks	76
Movies and narratives as naturalistic stimuli in neuroimaging	75
A cortical hierarchy of localized and distributed processes revealed via dissociation of task activations, connectivity changes, and intrinsic timescales	75
Within and between-person correlates of the temporal dynamics of resting EEG microstates	75
Development of the default-mode network during childhood and adolescence: A longitudinal resting-state fMRI study	74
Measuring functional connectivity with wearable MEG	72
The developing Human Connectome Project (dHCP) automated resting-state functional processing framework for newborn infants	72
Functional network reorganization in older adults: Graph-theoretical analyses of age, cognition and sex	70
Structure-function coupling in the human connectome: A machine learning approach	69
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	69
Towards clinical applications of movie fMRI	68
Crowdsourcing neuroscience: Inter-brain coupling during face-to-face interactions outside the laboratory	68
Frontoparietal theta-gamma interactions track working memory enhancement with training and tDCS	68
Connectomics of human electrophysiology	68
Deep brain stimulation: Imaging on a group level	67

Myelin quantification with MRI: A systematic review of accuracy and reproducibility	67
Dynamic Functional Connectivity between order and randomness and its evolution across the human adult lifespan	67
A comprehensive macaque fMRI pipeline and hierarchical atlas	67
Inter-individual variability in structural brain development from late childhood to young adulthood	65
The sensation of groove engages motor and reward networks	65
Deep brain stimulation for psychiatric disorders: From focal brain targets to cognitive networks	63
Attention modulates the gating of primary somatosensory oscillations	63
High-resolution connectomic fingerprints: Mapping neural identity and behavior	63
Towards HCP-Style macaque connectomes: 24-Channel 3T multi-array coil, MRI sequences and preprocessing	63
Probing the neural signature of mind wandering with simultaneous fMRI-EEG and pupillometry	62
Vascular physiology drives functional brain networks	62
Associations of quantitative susceptibility mapping with Alzheimer's disease clinical and imaging markers	62
LayNii: A software suite for layer-fMRI	61
Fast computational optimization of TMS coil placement for individualized electric field targeting	61
Too little, too late, and in the wrong place: Alpha band activity does not reflect an active mechanism of selective attention	61
Comparing MEG and high-density EEG for intrinsic functional connectivity mapping	61
Fine-grain atlases of functional modes for fMRI analysis	61
DeepDTI: High-fidelity six-direction diffusion tensor imaging using deep learning	60
Connectome 2.0: Developing the next-generation ultra-high gradient strength human MRI scanner for bridging studies of the micro-, meso- and macro-connectome	60
Functional connectivity of EEG is subject-specific, associated with phenotype, and different from fMRI	59
The role of transient spectral ‘bursts’ in functional connectivity: A magnetoencephalography study	59
Updating the dynamic framework of thought: Creativity and psychedelics	59
Intersubject representational similarity analysis reveals individual variations in affective experience when watching erotic movies	59
Advances in resting state fMRI acquisitions for functional connectomics	59
Interindividual variability and lateralization of μ-opioid receptors in the human brain	59
Are intrinsic neural timescales related to sensory processing? Evidence from abnormal behavioral states	59
SynthStrip: skull-stripping for any brain image	59
Cholinergic white matter pathways make a stronger contribution to attention and memory in normal aging than cerebrovascular health and nucleus basalis of Meynert	58
Magnitude and timing of major white matter tract maturation from infancy through adolescence with NODDI	58
The dot-compartment revealed? Diffusion MRI with ultra-strong gradients and spherical tensor encoding in the living human brain	58
Uncertainty modelling in deep learning for safer neuroimage enhancement: Demonstration in diffusion MRI	58
Permutation inference for canonical correlation analysis	58
Functional dedifferentiation of associative resting state networks in older adults – A longitudinal study	58
Cluster failure or power failure? Evaluating sensitivity in cluster-level inference	57
Human attachments shape interbrain synchrony toward efficient performance of social goals	57
Beyond fingerprinting: Choosing predictive connectomes over reliable connectomes	57
Concurrent TMS-fMRI for causal network perturbation and proof of target engagement	57
NOise reduction with DIstribution Corrected (NORDIC) PCA in dMRI with complex-valued parameter-free locally low-rank processing	57
The nonhuman primate neuroimaging and neuroanatomy project	56
Gamma oscillations weaken with age in healthy elderly in human EEG	56
Inter-individual and age-dependent variability in simulated electric fields induced by conventional transcranial electrical stimulation	56
Mouth magnetoencephalography: A unique perspective on the human hippocampus	55
Precision magnetic field modelling and control for wearable magnetoencephalography	55
A multidimensional and multi-feature framework for cardiac interoception	55
Removal of high frequency contamination from motion estimates in single-band fMRI saves data without biasing functional connectivity	55
The shaky ground truth of real-time phase estimation	55
Multidimensional associations between cognition and connectome organization in temporal lobe epilepsy	55
Correlation tensor magnetic resonance imaging	54
A gradient from long-term memory to novel cognition: Transitions through default mode and executive cortex	54
Inter-Subject Variability of Skull Conductivity and Thickness in Calibrated Realistic Head Models	54
What have we really learned from functional connectivity in clinical populations?	54
Cortical hierarchy, dual counterstream architecture and the importance of top-down generative networks	54
Cross-scanner and cross-protocol multi-shell diffusion MRI data harmonization: Algorithms and results	53
Cross-Axis projection error in optically pumped magnetometers and its implication for magnetoencephalography systems	53
Dynamic state with covarying brain activity-connectivity: On the pathophysiology of schizophrenia	53
Face-sensitive brain responses in the first year of life	53
Signal diffusion along connectome gradients and inter-hub routing differentially contribute to dynamic human brain function	53
A coordinate-based meta-analysis of music-evoked emotions	53
The role of default mode network in semantic cue integration	53
Default network contributions to episodic and semantic processing during divergent creative thinking: A representational similarity analysis	53
The relationship between individual variation in macroscale functional gradients and distinct aspects of ongoing thought	52
A contrast-adaptive method for simultaneous whole-brain and lesion segmentation in multiple sclerosis	52
Diffusion MRI and anatomic tracing in the same brain reveal common failure modes of tractography	52
Superficial white matter: A review on the dMRI analysis methods and applications	52
A dynamic graph convolutional neural network framework reveals new insights into connectome dysfunctions in ADHD	52
Joint super-resolution and synthesis of 1 mm isotropic MP-RAGE volumes from clinical MRI exams with scans of different orientation, resolution and contrast	52
Core and matrix thalamic sub-populations relate to spatio-temporal cortical connectivity gradients	51
Multiple testing correction over contrasts for brain imaging	51
Social cognition in context: A naturalistic imaging approach	51
A unified view on beamformers for M/EEG source reconstruction	51
Predictive regression modeling with MEG/EEG: from source power to signals and cognitive states	51
Understanding brain organisation in the face of functional heterogeneity and functional multiplicity	51
Neighborhood deprivation, prefrontal morphology and neurocognition in late childhood to early adolescence	50
Exploring linearity of deep neural network trained QSM: QSMnet+	50
Advances in human intracranial electroencephalography research, guidelines and good practices	50
Delta- and theta-band cortical tracking and phase-amplitude coupling to sung speech by infants	50
Myeloarchitecture gradients in the human insula: Histological underpinnings and association to intrinsic functional connectivity	50
Social exclusion reliably engages the default network: A meta-analysis of Cyberball	50
Neurite Exchange Imaging (NEXI): A minimal model of diffusion in gray matter with inter-compartment water exchange	50
Early childhood development of white matter fiber density and morphology	50

On the cortical connectivity in the macaque brain: A comparison of diffusion tractography and histological tracing data	50
Machine learning prediction of cognition from functional connectivity: Are feature weights reliable?	50
Vertex-wise multivariate genome-wide association study identifies 780 unique genetic loci associated with cortical morphology	50
The empirical replicability of task-based fMRI as a function of sample size	50
The modular organization of brain cortical connectivity across the human lifespan	49
Comparison of beamformer implementations for MEG source localization	49
Neuroharmony: A new tool for harmonizing volumetric MRI data from unseen scanners	49
Cortical hemodynamic responses induced by low-intensity transcranial ultrasound stimulation of mouse cortex	49
Unsupervised MR harmonization by learning disentangled representations using information bottleneck theory	49
Using temporal EEG signal decomposition to identify specific neurophysiological correlates of distractor-response bindings proposed by the theory of event coding	49
Whole-body somatotopic maps in the cerebellum revealed with 7T fMRI	48
Decreased directed functional connectivity in the psychedelic state	48
An in vivo probabilistic atlas of the human locus coeruleus at ultra-high field	48
Axon diameter index estimation independent of fiber orientation distribution using high-gradient diffusion MRI	48
In vivo observation and biophysical interpretation of time-dependent diffusion in human cortical gray matter	48
Marmoset Brain Mapping V3: Population multi-modal standard volumetric and surface-based templates	48
Damage to the shortest structural paths between brain regions is associated with disruptions of resting-state functional connectivity after stroke	48
Automatic cerebellum anatomical parcellation using U-Net with locally constrained optimization	47
Behavioural relevance of spontaneous, transient brain network interactions in fMRI	47
AI-driven attenuation correction for brain PET/MRI: Clinical evaluation of a dementia cohort and importance of the training group size	47
Using OPMs to measure neural activity in standing, mobile participants	47
Combining brain perturbation and neuroimaging in non-human primates	47
χ-separation: Magnetic susceptibility source separation toward iron and myelin mapping in the brain	47
A comparison of resting state EEG and structural MRI for classifying Alzheimer’s disease and mild cognitive impairment	47
Deep neural networks learn general and clinically relevant representations of the ageing brain	47
Meta-analysis and review of functional neuroimaging differences underlying adolescent vulnerability to substance use	47
Aging brain mechanics: Progress and promise of magnetic resonance elastography	47
Modeling regional changes in dynamic stability during sleep and wakefulness	47
MTE-NODDI: Multi-TE NODDI for disentangling non-T2-weighted signal fractions from compartment-specific T2 relaxation times	46
Natural music evokes correlated EEG responses reflecting temporal structure and beat	46
Cingulate cortex function and multi-modal connectivity mapped using intracranial stimulation	46
Progesterone shapes medial temporal lobe volume across the human menstrual cycle	46
A high-resolution in vivo atlas of the human brain's benzodiazepine binding site of GABAA receptors	46
Characteristics of fMRI responses to visual stimulation in anesthetized vs. awake mice	46
Laminar dynamics of high amplitude beta bursts in human motor cortex	46
Serotonergic psychedelics LSD & psilocybin increase the fractal dimension of cortical brain activity in spatial and temporal domains	46
Precuneus stimulation alters the neural dynamics of autobiographical memory retrieval	46
The subsystem mechanism of default mode network underlying rumination: A reproducible neuroimaging study	46
Associations between cognitive and brain volume changes in cognitively normal older adults	46
Functional imaging of the developing brain with wearable high-density diffuse optical tomography: A new benchmark for infant neuroimaging outside the scanner environment	45
Spatial fidelity of MEG/EEG source estimates: A general evaluation approach	45
Region-specific sex differences in the hippocampus	45
Exploring brain-behavior relationships in the N-back task	44
Elements of creative thought: Investigating the cognitive and neural correlates of association and bi-association processes	44
Reliability of EEG microstate analysis at different electrode densities during propofol-induced transitions of brain states	44
Which multiband factor should you choose for your resting-state fMRI study?	44
Impaired mesocorticolimbic connectivity underlies increased pain sensitivity in chronic low back pain	44
Distinct and common neural coding of semantic and non-semantic control demands	44
Reduced tactile acuity in chronic low back pain is linked with structural neuroplasticity in primary somatosensory cortex and is modulated by acupuncture therapy	44
Dynamic intersubject neural synchronization reflects affective responses to sad music	43
What’s new and what’s next in diffusion MRI preprocessing	43
Imaging evolution of the primate brain: the next frontier?	43
Temporal fluctuations in the brain’s modular architecture during movie-watching	43
Post mortem mapping of connectional anatomy for the validation of diffusion MRI	43
The thalamic functional gradient and its relationship to structural basis and cognitive relevance	43
Individualized event structure drives individual differences in whole-brain functional connectivity	43
Network-level macroscale structural connectivity predicts propagation of transcranial magnetic stimulation	42
Brain simulation as a cloud service: The Virtual Brain on EBRAINS	42
Wireless EEG: A survey of systems and studies	42
Reconstructing seen image from brain activity by visually-guided cognitive representation and adversarial learning	42
Impact of concatenating fMRI data on reliability for functional connectomics	42
Brain parcellation selection: An overlooked decision point with meaningful effects on individual differences in resting-state functional connectivity	42
Cortical gyrification in relation to age and cognition in older adults	42
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	42
The efficacy of different preprocessing steps in reducing motion-related confounds in diffusion MRI connectomics	42
Neural generators of the frequency-following response elicited to stimuli of low and high frequency: A magnetoencephalographic (MEG) study	42
Gradients in brain organization	42
Proximity and touch are associated with neural but not physiological synchrony in naturalistic mother-infant interactions	42
The emergence of dyslexia in the developing brain	42
Relationships between depressive symptoms and brain responses during emotional movie viewing emerge in adolescence	42
Multiple dimensions underlying the functional organization of the language network	41
Bibliometric evaluation of 2000–2019 publications on functional near-infrared spectroscopy	41
Cortical functional connectivity indexes arousal state during sleep and anesthesia	41
White matter plasticity in healthy older adults: The effects of aerobic exercise	41
RFDCR: Automated brain lesion segmentation using cascaded random forests with dense conditional random fields	41
A role for the ventromedial prefrontal cortex in self-generated episodic social cognition	41
Temporally-precise disruption of prefrontal cortex informed by the timing of beta bursts impairs human action-stopping	41
Brain responses to drug cues predict craving changes in abstinent heroin users: A preliminary study	41
Neighborhood poverty predicts altered neural and behavioral response inhibition	41
The Subcortical Atlas of the Rhesus Macaque (SARM) for neuroimaging	41
Predicting motor outcome in preterm infants from very early brain diffusion MRI using a deep learning convolutional neural network (CNN) model	41
U-net model for brain extraction: Trained on humans for transfer to non-human primates	41
Recording brain responses to TMS of primary motor cortex by EEG – utility of an optimized sham procedure	41
The Amsterdam Ultra-high field adult lifespan database (AHEAD): A freely available multimodal 7 Tesla submillimeter magnetic resonance imaging database	41
rsHRF: A toolbox for resting-state HRF estimation and deconvolution	40
Multi-dimensional connectivity: a conceptual and mathematical review	40
Changing the face of neuroimaging research: Comparing a new MRI de-facing technique with popular alternatives	40
Genes associated with gray matter volume alterations in schizophrenia	40
Serotonergic psychedelic drugs LSD and psilocybin reduce the hierarchical differentiation of unimodal and transmodal cortex	40
Insight into the fundamental trade-offs of diffusion MRI from polarization-sensitive optical coherence tomography in ex vivo human brain	40
Ongoing neural oscillations influence behavior and sensory representations by suppressing neuronal excitability	40
Scattered slice SHARD reconstruction for motion correction in multi-shell diffusion MRI	40
Surface-based single-subject morphological brain networks: Effects of morphological index, brain parcellation and similarity measure, sample size-varying stability and test-retest reliability	40
Propagating patterns of intrinsic activity along macroscale gradients coordinate functional connections across the whole brain	40
Modulation of cortical slow oscillations and complexity across anesthesia levels	40