(The TQCC of Neuroimage is 18. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-05-01 to 2024-05-01.)
Generative modeling of brain maps with spatial autocorrelation269
FastSurfer - A fast and accurate deep learning based neuroimaging pipeline244
Sample size evolution in neuroimaging research: An evaluation of highly-cited studies (1990–2012) and of latest practices (2017–2018) in high-impact journals233
Comparing spatial null models for brain maps175
XTRACT - Standardised protocols for automated tractography in the human and macaque brain173
Multi-channel whole-head OPM-MEG: Helmet design and a comparison with a conventional system167
Finding the needle in a high-dimensional haystack: Canonical correlation analysis for neuroscientists163
Optimising network modelling methods for fMRI162
Idiosynchrony: From shared responses to individual differences during naturalistic neuroimaging162
Keep it real: rethinking the primacy of experimental control in cognitive neuroscience157
SANDI: A compartment-based model for non-invasive apparent soma and neurite imaging by diffusion MRI154
The neural correlates of semantic control revisited141
Glymphatic clearance function in patients with cerebral small vessel disease137
Cross-species functional alignment reveals evolutionary hierarchy within the connectome136
Movie-watching outperforms rest for functional connectivity-based prediction of behavior134
Longitudinal ComBat: A method for harmonizing longitudinal multi-scanner imaging data133
Dispersion of functional gradients across the adult lifespan130
Increased power by harmonizing structural MRI site differences with the ComBat batch adjustment method in ENIGMA129
White matter microstructure across the adult lifespan: A mixed longitudinal and cross-sectional study using advanced diffusion models and brain-age prediction124
Confound modelling in UK Biobank brain imaging124
Machine-learning-based diagnostics of EEG pathology122
Fixel-based Analysis of Diffusion MRI: Methods, Applications, Challenges and Opportunities122
Opportunities of connectomic neuromodulation121
Effects of repetitive transcranial magnetic stimulation on resting-state connectivity: A systematic review119
The Human Connectome Project: A retrospective119
Functional reorganization of brain networks across the human menstrual cycle107
Can MRI measure myelin? Systematic review, qualitative assessment, and meta-analysis of studies validating microstructural imaging with myelin histology106
Resting-state “physiological networks”103
Quantitative mapping of the brain’s structural connectivity using diffusion MRI tractography: A review103
Meaningful associations in the adolescent brain cognitive development study102
LSD alters dynamic integration and segregation in the human brain101
Shape analysis of the human association pathways100
Psilocybin acutely alters the functional connectivity of the claustrum with brain networks that support perception, memory, and attention97
Infant FreeSurfer: An automated segmentation and surface extraction pipeline for T1-weighted neuroimaging data of infants 0–2 years96
Toward a connectivity gradient-based framework for reproducible biomarker discovery94
Instructor-learner brain coupling discriminates between instructional approaches and predicts learning93
Brain (re)organisation following amputation: Implications for phantom limb pain93
Can EEG and MEG detect signals from the human cerebellum?92
A cortical hierarchy of localized and distributed processes revealed via dissociation of task activations, connectivity changes, and intrinsic timescales92
Deep learning-based unlearning of dataset bias for MRI harmonisation and confound removal92
Automated segmentation of the hypothalamus and associated subunits in brain MRI92
ERP CORE: An open resource for human event-related potential research92
Identifying and removing widespread signal deflections from fMRI data: Rethinking the global signal regression problem91
TractoFlow: A robust, efficient and reproducible diffusion MRI pipeline leveraging Nextflow & Singularity88
Triaxial detection of the neuromagnetic field using optically-pumped magnetometry: feasibility and application in children88
Tractography dissection variability: What happens when 42 groups dissect 14 white matter bundles on the same dataset?88
Multimodal brain-age prediction and cardiovascular risk: The Whitehall II MRI sub-study84
The effect of network thresholding and weighting on structural brain networks in the UK Biobank83
Predicting Alzheimer's disease progression using deep recurrent neural networks83
Accurate and robust whole-head segmentation from magnetic resonance images for individualized head modeling82
Theoretical advantages of a triaxial optically pumped magnetometer magnetoencephalography system82
Learning patterns of the ageing brain in MRI using deep convolutional networks81
Normative vs. patient-specific brain connectivity in deep brain stimulation81
The developing Human Connectome Project (dHCP) automated resting-state functional processing framework for newborn infants79
AssemblyNet: A large ensemble of CNNs for 3D whole brain MRI segmentation79
ExploreASL: An image processing pipeline for multi-center ASL perfusion MRI studies78
Within and between-person correlates of the temporal dynamics of resting EEG microstates78
Movies and narratives as naturalistic stimuli in neuroimaging76
Connectomics of human electrophysiology76
Measuring functional connectivity with wearable MEG75
Structure-function coupling in the human connectome: A machine learning approach75
Development of the default-mode network during childhood and adolescence: A longitudinal resting-state fMRI study75
Are intrinsic neural timescales related to sensory processing? Evidence from abnormal behavioral states72
Functional network reorganization in older adults: Graph-theoretical analyses of age, cognition and sex72
Connectome 2.0: Developing the next-generation ultra-high gradient strength human MRI scanner for bridging studies of the micro-, meso- and macro-connectome72
Frontoparietal theta-gamma interactions track working memory enhancement with training and tDCS71
Myelin quantification with MRI: A systematic review of accuracy and reproducibility71
Towards clinical applications of movie fMRI70
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 spread70
Deep brain stimulation: Imaging on a group level69
Crowdsourcing neuroscience: Inter-brain coupling during face-to-face interactions outside the laboratory69
SynthStrip: skull-stripping for any brain image69
A comprehensive macaque fMRI pipeline and hierarchical atlas69
Dynamic Functional Connectivity between order and randomness and its evolution across the human adult lifespan68
LayNii: A software suite for layer-fMRI68
The sensation of groove engages motor and reward networks67
Inter-individual variability in structural brain development from late childhood to young adulthood67
Deep brain stimulation for psychiatric disorders: From focal brain targets to cognitive networks65
DeepDTI: High-fidelity six-direction diffusion tensor imaging using deep learning65
High-resolution connectomic fingerprints: Mapping neural identity and behavior65
Probing the neural signature of mind wandering with simultaneous fMRI-EEG and pupillometry64
Towards HCP-Style macaque connectomes: 24-Channel 3T multi-array coil, MRI sequences and preprocessing64
Vascular physiology drives functional brain networks64
Too little, too late, and in the wrong place: Alpha band activity does not reflect an active mechanism of selective attention64
Intersubject representational similarity analysis reveals individual variations in affective experience when watching erotic movies64
Attention modulates the gating of primary somatosensory oscillations64
Fast computational optimization of TMS coil placement for individualized electric field targeting63
Associations of quantitative susceptibility mapping with Alzheimer's disease clinical and imaging markers63
Updating the dynamic framework of thought: Creativity and psychedelics63
Fine-grain atlases of functional modes for fMRI analysis63
Functional connectivity of EEG is subject-specific, associated with phenotype, and different from fMRI62
Advances in resting state fMRI acquisitions for functional connectomics62
Advances in human intracranial electroencephalography research, guidelines and good practices62
Interindividual variability and lateralization of μ-opioid receptors in the human brain61
Cholinergic white matter pathways make a stronger contribution to attention and memory in normal aging than cerebrovascular health and nucleus basalis of Meynert61
NOise reduction with DIstribution Corrected (NORDIC) PCA in dMRI with complex-valued parameter-free locally low-rank processing61
Human attachments shape interbrain synchrony toward efficient performance of social goals60
Cortical hierarchy, dual counterstream architecture and the importance of top-down generative networks60
The nonhuman primate neuroimaging and neuroanatomy project60
Concurrent TMS-fMRI for causal network perturbation and proof of target engagement60
Uncertainty modelling in deep learning for safer neuroimage enhancement: Demonstration in diffusion MRI59
A contrast-adaptive method for simultaneous whole-brain and lesion segmentation in multiple sclerosis59
Functional dedifferentiation of associative resting state networks in older adults – A longitudinal study59
Permutation inference for canonical correlation analysis58
Magnitude and timing of major white matter tract maturation from infancy through adolescence with NODDI58
Beyond fingerprinting: Choosing predictive connectomes over reliable connectomes58
Gamma oscillations weaken with age in healthy elderly in human EEG58
A gradient from long-term memory to novel cognition: Transitions through default mode and executive cortex58
Precision magnetic field modelling and control for wearable magnetoencephalography58
Inter-individual and age-dependent variability in simulated electric fields induced by conventional transcranial electrical stimulation57
Neurite Exchange Imaging (NEXI): A minimal model of diffusion in gray matter with inter-compartment water exchange57
Multidimensional associations between cognition and connectome organization in temporal lobe epilepsy57
Cross-Axis projection error in optically pumped magnetometers and its implication for magnetoencephalography systems57
A multidimensional and multi-feature framework for cardiac interoception56
Signal diffusion along connectome gradients and inter-hub routing differentially contribute to dynamic human brain function56
Diffusion MRI and anatomic tracing in the same brain reveal common failure modes of tractography56
Mouth magnetoencephalography: A unique perspective on the human hippocampus56
The shaky ground truth of real-time phase estimation56
What have we really learned from functional connectivity in clinical populations?56
The role of default mode network in semantic cue integration56
Understanding brain organisation in the face of functional heterogeneity and functional multiplicity56
Social exclusion reliably engages the default network: A meta-analysis of Cyberball56
In vivo observation and biophysical interpretation of time-dependent diffusion in human cortical gray matter55
The relationship between individual variation in macroscale functional gradients and distinct aspects of ongoing thought55
Social cognition in context: A naturalistic imaging approach55
A coordinate-based meta-analysis of music-evoked emotions55
Correlation tensor magnetic resonance imaging55
Removal of high frequency contamination from motion estimates in single-band fMRI saves data without biasing functional connectivity55
Core and matrix thalamic sub-populations relate to spatio-temporal cortical connectivity gradients54
Face-sensitive brain responses in the first year of life54
A dynamic graph convolutional neural network framework reveals new insights into connectome dysfunctions in ADHD54
Inter-Subject Variability of Skull Conductivity and Thickness in Calibrated Realistic Head Models54
Dynamic state with covarying brain activity-connectivity: On the pathophysiology of schizophrenia54
Cross-scanner and cross-protocol multi-shell diffusion MRI data harmonization: Algorithms and results54
Superficial white matter: A review on the dMRI analysis methods and applications54
Deep neural networks learn general and clinically relevant representations of the ageing brain53
Myeloarchitecture gradients in the human insula: Histological underpinnings and association to intrinsic functional connectivity53
Whole-body somatotopic maps in the cerebellum revealed with 7T fMRI52
Exploring linearity of deep neural network trained QSM: QSMnet+52
χ-separation: Magnetic susceptibility source separation toward iron and myelin mapping in the brain52
Predictive regression modeling with MEG/EEG: from source power to signals and cognitive states52
A unified view on beamformers for M/EEG source reconstruction52
Multiple testing correction over contrasts for brain imaging52
Vertex-wise multivariate genome-wide association study identifies 780 unique genetic loci associated with cortical morphology52
Neighborhood deprivation, prefrontal morphology and neurocognition in late childhood to early adolescence52
Gradients in brain organization52
The empirical replicability of task-based fMRI as a function of sample size52
Joint super-resolution and synthesis of 1 mm isotropic MP-RAGE volumes from clinical MRI exams with scans of different orientation, resolution and contrast52
Delta- and theta-band cortical tracking and phase-amplitude coupling to sung speech by infants51
Associations between cognitive and brain volume changes in cognitively normal older adults51
Machine learning prediction of cognition from functional connectivity: Are feature weights reliable?51
Neuroharmony: A new tool for harmonizing volumetric MRI data from unseen scanners51
Behavioural relevance of spontaneous, transient brain network interactions in fMRI51
Unsupervised MR harmonization by learning disentangled representations using information bottleneck theory51
Comparison of beamformer implementations for MEG source localization50
Cortical hemodynamic responses induced by low-intensity transcranial ultrasound stimulation of mouse cortex50
On the cortical connectivity in the macaque brain: A comparison of diffusion tractography and histological tracing data50
Cingulate cortex function and multi-modal connectivity mapped using intracranial stimulation50
Modeling regional changes in dynamic stability during sleep and wakefulness49
The modular organization of brain cortical connectivity across the human lifespan49
Imaging evolution of the primate brain: the next frontier?49
Marmoset Brain Mapping V3: Population multi-modal standard volumetric and surface-based templates49
The thalamic functional gradient and its relationship to structural basis and cognitive relevance48
Progesterone shapes medial temporal lobe volume across the human menstrual cycle48
An in vivo probabilistic atlas of the human locus coeruleus at ultra-high field48
Axon diameter index estimation independent of fiber orientation distribution using high-gradient diffusion MRI48
Using OPMs to measure neural activity in standing, mobile participants48
Natural music evokes correlated EEG responses reflecting temporal structure and beat48
Spatial fidelity of MEG/EEG source estimates: A general evaluation approach48
Serotonergic psychedelics LSD & psilocybin increase the fractal dimension of cortical brain activity in spatial and temporal domains48
A high-resolution in vivo atlas of the human brain's benzodiazepine binding site of GABAA receptors48
Combining brain perturbation and neuroimaging in non-human primates48
Aging brain mechanics: Progress and promise of magnetic resonance elastography47
Wireless EEG: A survey of systems and studies47
Automatic cerebellum anatomical parcellation using U-Net with locally constrained optimization47
A comparison of resting state EEG and structural MRI for classifying Alzheimer’s disease and mild cognitive impairment47
AI-driven attenuation correction for brain PET/MRI: Clinical evaluation of a dementia cohort and importance of the training group size47
Functional imaging of the developing brain with wearable high-density diffuse optical tomography: A new benchmark for infant neuroimaging outside the scanner environment47
Laminar dynamics of high amplitude beta bursts in human motor cortex47
The subsystem mechanism of default mode network underlying rumination: A reproducible neuroimaging study46
Ongoing neural oscillations influence behavior and sensory representations by suppressing neuronal excitability46
Brain simulation as a cloud service: The Virtual Brain on EBRAINS46
An insight-related neural reward signal46
Post mortem mapping of connectional anatomy for the validation of diffusion MRI46
MTE-NODDI: Multi-TE NODDI for disentangling non-T2-weighted signal fractions from compartment-specific T2 relaxation times46
Which multiband factor should you choose for your resting-state fMRI study?46
Impaired mesocorticolimbic connectivity underlies increased pain sensitivity in chronic low back pain46
Region-specific sex differences in the hippocampus46
Characteristics of fMRI responses to visual stimulation in anesthetized vs. awake mice46
Network-level macroscale structural connectivity predicts propagation of transcranial magnetic stimulation45
Neural generators of the frequency-following response elicited to stimuli of low and high frequency: A magnetoencephalographic (MEG) study45
Propagating patterns of intrinsic activity along macroscale gradients coordinate functional connections across the whole brain45
Oculometric signature of switch into awareness? Pupil size predicts sudden insight whereas microsaccades predict problem-solving via analysis45
Naturalistic stimuli reveal a dominant role for agentic action in visual representation44
Distinct and common neural coding of semantic and non-semantic control demands44
Reduced tactile acuity in chronic low back pain is linked with structural neuroplasticity in primary somatosensory cortex and is modulated by acupuncture therapy44
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 designs44
Relationships between depressive symptoms and brain responses during emotional movie viewing emerge in adolescence44
Reliability of EEG microstate analysis at different electrode densities during propofol-induced transitions of brain states44
Warped Bayesian linear regression for normative modelling of big data44
What’s new and what’s next in diffusion MRI preprocessing44
Surface-based single-subject morphological brain networks: Effects of morphological index, brain parcellation and similarity measure, sample size-varying stability and test-retest reliability44
Modulation of cortical slow oscillations and complexity across anesthesia levels44
Dynamic intersubject neural synchronization reflects affective responses to sad music44
Modelling optically pumped magnetometer interference in MEG as a spatially homogeneous magnetic field44
Exploring brain-behavior relationships in the N-back task44
No evidence for differences among language regions in their temporal receptive windows44
Reconstructing seen image from brain activity by visually-guided cognitive representation and adversarial learning44
Recording brain responses to TMS of primary motor cortex by EEG – utility of an optimized sham procedure43
Retrospective motion artifact correction of structural MRI images using deep learning improves the quality of cortical surface reconstructions43
Individualized event structure drives individual differences in whole-brain functional connectivity43
BrainStat: A toolbox for brain-wide statistics and multimodal feature associations43
RFDCR: Automated brain lesion segmentation using cascaded random forests with dense conditional random fields43
The Subcortical Atlas of the Rhesus Macaque (SARM) for neuroimaging43
Cortical gyrification in relation to age and cognition in older adults43
Multi-dimensional connectivity: a conceptual and mathematical review43
The Amsterdam Ultra-high field adult lifespan database (AHEAD): A freely available multimodal 7 Tesla submillimeter magnetic resonance imaging database43
Temporal fluctuations in the brain’s modular architecture during movie-watching43
Multiple dimensions underlying the functional organization of the language network43
Bibliometric evaluation of 2000–2019 publications on functional near-infrared spectroscopy43
Brain parcellation selection: An overlooked decision point with meaningful effects on individual differences in resting-state functional connectivity43
The emergence of dyslexia in the developing brain43
The efficacy of different preprocessing steps in reducing motion-related confounds in diffusion MRI connectomics43
Impact of concatenating fMRI data on reliability for functional connectomics43
A role for the ventromedial prefrontal cortex in self-generated episodic social cognition43
Predicting motor outcome in preterm infants from very early brain diffusion MRI using a deep learning convolutional neural network (CNN) model43
Serotonergic psychedelic drugs LSD and psilocybin reduce the hierarchical differentiation of unimodal and transmodal cortex42
Connectome spectral analysis to track EEG task dynamics on a subsecond scale42
Temporally-precise disruption of prefrontal cortex informed by the timing of beta bursts impairs human action-stopping42
Diffusion time dependence, power-law scaling, and exchange in gray matter42
Genes associated with gray matter volume alterations in schizophrenia42
Proximity and touch are associated with neural but not physiological synchrony in naturalistic mother-infant interactions42
Cortical functional connectivity indexes arousal state during sleep and anesthesia42
Preterm birth alters the development of cortical microstructure and morphology at term-equivalent age42
Advanced TMS approaches to probe corticospinal excitability during action preparation41
Exploring MEG brain fingerprints: Evaluation, pitfalls, and interpretations41
Virtual histology of multi-modal magnetic resonance imaging of cerebral cortex in young men41
White matter plasticity in healthy older adults: The effects of aerobic exercise41
Pre-trial theta band activity in the ventromedial prefrontal cortex correlates with inhibition-related theta band activity in the right inferior frontal cortex41
Accurate brain‐age models for routine clinical MRI examinations41
U-net model for brain extraction: Trained on humans for transfer to non-human primates41
Brain responses to drug cues predict craving changes in abstinent heroin users: A preliminary study41
Intensity normalization methods in brain FDG-PET quantification41
Scattered slice SHARD reconstruction for motion correction in multi-shell diffusion MRI41
rsHRF: A toolbox for resting-state HRF estimation and deconvolution41
An open database of resting-state fMRI in awake rats41
Changing the face of neuroimaging research: Comparing a new MRI de-facing technique with popular alternatives40
Insight into the fundamental trade-offs of diffusion MRI from polarization-sensitive optical coherence tomography in ex vivo human brain40
Multiscale communication in cortico-cortical networks40
Reliability of structural MRI measurements: The effects of scan session, head tilt, inter-scan interval, acquisition sequence, FreeSurfer version and processing stream40