Neuroimage

Papers
(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 2020-10-01 to 2024-10-01.)
ArticleCitations
Generative modeling of brain maps with spatial autocorrelation308
FastSurfer - A fast and accurate deep learning based neuroimaging pipeline292
Sample size evolution in neuroimaging research: An evaluation of highly-cited studies (1990–2012) and of latest practices (2017–2018) in high-impact journals255
Comparing spatial null models for brain maps202
Multi-channel whole-head OPM-MEG: Helmet design and a comparison with a conventional system183
Keep it real: rethinking the primacy of experimental control in cognitive neuroscience180
Glymphatic clearance function in patients with cerebral small vessel disease169
The neural correlates of semantic control revisited165
Movie-watching outperforms rest for functional connectivity-based prediction of behavior161
Cross-species functional alignment reveals evolutionary hierarchy within the connectome150
Dispersion of functional gradients across the adult lifespan148
Longitudinal ComBat: A method for harmonizing longitudinal multi-scanner imaging data147
White matter microstructure across the adult lifespan: A mixed longitudinal and cross-sectional study using advanced diffusion models and brain-age prediction147
Confound modelling in UK Biobank brain imaging146
Fixel-based Analysis of Diffusion MRI: Methods, Applications, Challenges and Opportunities144
The Human Connectome Project: A retrospective142
Quantitative mapping of the brain’s structural connectivity using diffusion MRI tractography: A review134
Opportunities of connectomic neuromodulation134
Machine-learning-based diagnostics of EEG pathology134
Functional reorganization of brain networks across the human menstrual cycle124
Can MRI measure myelin? Systematic review, qualitative assessment, and meta-analysis of studies validating microstructural imaging with myelin histology124
Meaningful associations in the adolescent brain cognitive development study121
SynthStrip: skull-stripping for any brain image116
Automated segmentation of the hypothalamus and associated subunits in brain MRI112
Shape analysis of the human association pathways111
LSD alters dynamic integration and segregation in the human brain110
ERP CORE: An open resource for human event-related potential research109
Triaxial detection of the neuromagnetic field using optically-pumped magnetometry: feasibility and application in children105
Toward a connectivity gradient-based framework for reproducible biomarker discovery104
Deep learning-based unlearning of dataset bias for MRI harmonisation and confound removal103
A cortical hierarchy of localized and distributed processes revealed via dissociation of task activations, connectivity changes, and intrinsic timescales102
Accurate and robust whole-head segmentation from magnetic resonance images for individualized head modeling102
Predicting Alzheimer's disease progression using deep recurrent neural networks99
Tractography dissection variability: What happens when 42 groups dissect 14 white matter bundles on the same dataset?97
AssemblyNet: A large ensemble of CNNs for 3D whole brain MRI segmentation96
The developing Human Connectome Project (dHCP) automated resting-state functional processing framework for newborn infants93
Multimodal brain-age prediction and cardiovascular risk: The Whitehall II MRI sub-study92
Theoretical advantages of a triaxial optically pumped magnetometer magnetoencephalography system92
Learning patterns of the ageing brain in MRI using deep convolutional networks90
Movies and narratives as naturalistic stimuli in neuroimaging88
Development of the default-mode network during childhood and adolescence: A longitudinal resting-state fMRI study87
Advances in human intracranial electroencephalography research, guidelines and good practices87
Structure-function coupling in the human connectome: A machine learning approach86
Normative vs. patient-specific brain connectivity in deep brain stimulation86
Measuring functional connectivity with wearable MEG86
LayNii: A software suite for layer-fMRI86
Connectomics of human electrophysiology84
ExploreASL: An image processing pipeline for multi-center ASL perfusion MRI studies83
Advances in resting state fMRI acquisitions for functional connectomics83
A comprehensive macaque fMRI pipeline and hierarchical atlas83
Inter-individual variability in structural brain development from late childhood to young adulthood82
Connectome 2.0: Developing the next-generation ultra-high gradient strength human MRI scanner for bridging studies of the micro-, meso- and macro-connectome80
Crowdsourcing neuroscience: Inter-brain coupling during face-to-face interactions outside the laboratory79
A contrast-adaptive method for simultaneous whole-brain and lesion segmentation in multiple sclerosis79
Myelin quantification with MRI: A systematic review of accuracy and reproducibility79
Neurite Exchange Imaging (NEXI): A minimal model of diffusion in gray matter with inter-compartment water exchange78
Fine-grain atlases of functional modes for fMRI analysis78
Dynamic Functional Connectivity between order and randomness and its evolution across the human adult lifespan76
Are intrinsic neural timescales related to sensory processing? Evidence from abnormal behavioral states75
Probing the neural signature of mind wandering with simultaneous fMRI-EEG and pupillometry73
Wireless EEG: A survey of systems and studies73
Deep brain stimulation for psychiatric disorders: From focal brain targets to cognitive networks73
Deep brain stimulation: Imaging on a group level73
High-resolution connectomic fingerprints: Mapping neural identity and behavior72
DeepDTI: High-fidelity six-direction diffusion tensor imaging using deep learning71
Deep neural networks learn general and clinically relevant representations of the ageing brain71
Concurrent TMS-fMRI for causal network perturbation and proof of target engagement71
A gradient from long-term memory to novel cognition: Transitions through default mode and executive cortex71
Fast computational optimization of TMS coil placement for individualized electric field targeting70
Associations of quantitative susceptibility mapping with Alzheimer's disease clinical and imaging markers70
NOise reduction with DIstribution Corrected (NORDIC) PCA in dMRI with complex-valued parameter-free locally low-rank processing70
What have we really learned from functional connectivity in clinical populations?70
Too little, too late, and in the wrong place: Alpha band activity does not reflect an active mechanism of selective attention69
Human attachments shape interbrain synchrony toward efficient performance of social goals68
Precision magnetic field modelling and control for wearable magnetoencephalography68
The nonhuman primate neuroimaging and neuroanatomy project68
χ-separation: Magnetic susceptibility source separation toward iron and myelin mapping in the brain67
A dynamic graph convolutional neural network framework reveals new insights into connectome dysfunctions in ADHD67
A coordinate-based meta-analysis of music-evoked emotions67
Cortical hierarchy, dual counterstream architecture and the importance of top-down generative networks66
Joint super-resolution and synthesis of 1 mm isotropic MP-RAGE volumes from clinical MRI exams with scans of different orientation, resolution and contrast66
Beyond fingerprinting: Choosing predictive connectomes over reliable connectomes65
Machine learning prediction of cognition from functional connectivity: Are feature weights reliable?64
Vertex-wise multivariate genome-wide association study identifies 780 unique genetic loci associated with cortical morphology64
The relationship between individual variation in macroscale functional gradients and distinct aspects of ongoing thought64
The role of default mode network in semantic cue integration64
Core and matrix thalamic sub-populations relate to spatio-temporal cortical connectivity gradients64
Unsupervised MR harmonization by learning disentangled representations using information bottleneck theory64
Cross-Axis projection error in optically pumped magnetometers and its implication for magnetoencephalography systems64
Social exclusion reliably engages the default network: A meta-analysis of Cyberball63
Dynamic state with covarying brain activity-connectivity: On the pathophysiology of schizophrenia63
Mouth magnetoencephalography: A unique perspective on the human hippocampus63
Permutation inference for canonical correlation analysis62
Uncertainty modelling in deep learning for safer neuroimage enhancement: Demonstration in diffusion MRI62
Gradients in brain organization62
Inter-individual and age-dependent variability in simulated electric fields induced by conventional transcranial electrical stimulation62
Cross-scanner and cross-protocol multi-shell diffusion MRI data harmonization: Algorithms and results61
A high-resolution in vivo atlas of the human brain's benzodiazepine binding site of GABAA receptors61
In vivo observation and biophysical interpretation of time-dependent diffusion in human cortical gray matter60
Delta- and theta-band cortical tracking and phase-amplitude coupling to sung speech by infants60
Diffusion MRI and anatomic tracing in the same brain reveal common failure modes of tractography60
BrainStat: A toolbox for brain-wide statistics and multimodal feature associations60
Predictive regression modeling with MEG/EEG: from source power to signals and cognitive states60
Behavioural relevance of spontaneous, transient brain network interactions in fMRI59
Associations between cognitive and brain volume changes in cognitively normal older adults59
Post mortem mapping of connectional anatomy for the validation of diffusion MRI59
A unified view on beamformers for M/EEG source reconstruction59
Using OPMs to measure neural activity in standing, mobile participants58
Understanding brain organisation in the face of functional heterogeneity and functional multiplicity58
Inter-Subject Variability of Skull Conductivity and Thickness in Calibrated Realistic Head Models58
What’s new and what’s next in diffusion MRI preprocessing58
Signal diffusion along connectome gradients and inter-hub routing differentially contribute to dynamic human brain function58
Functional imaging of the developing brain with wearable high-density diffuse optical tomography: A new benchmark for infant neuroimaging outside the scanner environment58
Surface-based single-subject morphological brain networks: Effects of morphological index, brain parcellation and similarity measure, sample size-varying stability and test-retest reliability58
The subsystem mechanism of default mode network underlying rumination: A reproducible neuroimaging study58
Progesterone shapes medial temporal lobe volume across the human menstrual cycle57
Laminar dynamics of high amplitude beta bursts in human motor cortex56
Diffusion time dependence, power-law scaling, and exchange in gray matter56
Cingulate cortex function and multi-modal connectivity mapped using intracranial stimulation56
Comparison of individualized behavioral predictions across anatomical, diffusion and functional connectivity MRI56
No evidence for differences among language regions in their temporal receptive windows56
Imaging evolution of the primate brain: the next frontier?56
Neighborhood deprivation, prefrontal morphology and neurocognition in late childhood to early adolescence56
Aging brain mechanics: Progress and promise of magnetic resonance elastography56
Modelling optically pumped magnetometer interference in MEG as a spatially homogeneous magnetic field55
Reconstructing seen image from brain activity by visually-guided cognitive representation and adversarial learning55
Neuroharmony: A new tool for harmonizing volumetric MRI data from unseen scanners55
The Subcortical Atlas of the Rhesus Macaque (SARM) for neuroimaging55
Accurate brain‐age models for routine clinical MRI examinations55
Marmoset Brain Mapping V3: Population multi-modal standard volumetric and surface-based templates55
Warped Bayesian linear regression for normative modelling of big data54
Ongoing neural oscillations influence behavior and sensory representations by suppressing neuronal excitability54
Spatial fidelity of MEG/EEG source estimates: A general evaluation approach54
On the cortical connectivity in the macaque brain: A comparison of diffusion tractography and histological tracing data54
Quality control strategies for brain MRI segmentation and parcellation: Practical approaches and recommendations - insights from the Maastricht study54
Reliability of structural MRI measurements: The effects of scan session, head tilt, inter-scan interval, acquisition sequence, FreeSurfer version and processing stream53
Preterm birth alters the development of cortical microstructure and morphology at term-equivalent age53
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 MRI53
Retrospective motion artifact correction of structural MRI images using deep learning improves the quality of cortical surface reconstructions53
Serotonergic psychedelics LSD & psilocybin increase the fractal dimension of cortical brain activity in spatial and temporal domains52
Brain structure-function coupling provides signatures for task decoding and individual fingerprinting52
Distinct and common neural coding of semantic and non-semantic control demands52
Brain simulation as a cloud service: The Virtual Brain on EBRAINS52
An in vivo probabilistic atlas of the human locus coeruleus at ultra-high field52
Combining brain perturbation and neuroimaging in non-human primates52
Interference suppression techniques for OPM-based MEG: Opportunities and challenges51
Serotonergic psychedelic drugs LSD and psilocybin reduce the hierarchical differentiation of unimodal and transmodal cortex51
Modulation of cortical slow oscillations and complexity across anesthesia levels51
Propagating patterns of intrinsic activity along macroscale gradients coordinate functional connections across the whole brain50
The Amsterdam Ultra-high field adult lifespan database (AHEAD): A freely available multimodal 7 Tesla submillimeter magnetic resonance imaging database50
Lead-DBS v3.0: Mapping deep brain stimulation effects to local anatomy and global networks49
U-net model for brain extraction: Trained on humans for transfer to non-human primates49
The efficacy of different preprocessing steps in reducing motion-related confounds in diffusion MRI connectomics49
Multiple dimensions underlying the functional organization of the language network49
Network-level macroscale structural connectivity predicts propagation of transcranial magnetic stimulation49
AI-driven attenuation correction for brain PET/MRI: Clinical evaluation of a dementia cohort and importance of the training group size49
White matter plasticity in healthy older adults: The effects of aerobic exercise49
Deuterium metabolic imaging in the human brain at 9.4 Tesla with high spatial and temporal resolution49
Characteristics of fMRI responses to visual stimulation in anesthetized vs. awake mice49
Changing the face of neuroimaging research: Comparing a new MRI de-facing technique with popular alternatives49
Genes associated with gray matter volume alterations in schizophrenia49
Reliability and stability challenges in ABCD task fMRI data48
Neural generators of the frequency-following response elicited to stimuli of low and high frequency: A magnetoencephalographic (MEG) study48
Impact of concatenating fMRI data on reliability for functional connectomics47
Resting-state electroencephalography (EEG) biomarkers of chronic neuropathic pain. A systematic review47
Recording brain responses to TMS of primary motor cortex by EEG – utility of an optimized sham procedure47
Pre-trial theta band activity in the ventromedial prefrontal cortex correlates with inhibition-related theta band activity in the right inferior frontal cortex47
Temporally-precise disruption of prefrontal cortex informed by the timing of beta bursts impairs human action-stopping47
An open database of resting-state fMRI in awake rats47
Deep learning based segmentation of brain tissue from diffusion MRI47
Bibliometric evaluation of 2000–2019 publications on functional near-infrared spectroscopy47
Scattered slice SHARD reconstruction for motion correction in multi-shell diffusion MRI46
High gamma cortical processing of continuous speech in younger and older listeners46
The human language effective connectome46
Brain parcellation selection: An overlooked decision point with meaningful effects on individual differences in resting-state functional connectivity46
Hemodynamic and metabolic correspondence of resting-state voxel-based physiological metrics in healthy adults46
Image harmonization: A review of statistical and deep learning methods for removing batch effects and evaluation metrics for effective harmonization46
Exploring MEG brain fingerprints: Evaluation, pitfalls, and interpretations46
Brain responses to drug cues predict craving changes in abstinent heroin users: A preliminary study46
Reliability of EEG microstate analysis at different electrode densities during propofol-induced transitions of brain states46
Mapping the subcortical connectivity of the human default mode network46
The impact of artifact removal approaches on TMS–EEG signal45
Intensity normalization methods in brain FDG-PET quantification45
Task fMRI paradigms may capture more behaviorally relevant information than resting-state functional connectivity45
Network variants are similar between task and rest states45
Decompose quantitative susceptibility mapping (QSM) to sub-voxel diamagnetic and paramagnetic components based on gradient-echo MRI data45
Proximity and touch are associated with neural but not physiological synchrony in naturalistic mother-infant interactions45
Connectome-Based Predictive Modeling of Creativity Anxiety45
Using OPM-MEG in contrasting magnetic environments45
A tutorial on generalized eigendecomposition for denoising, contrast enhancement, and dimension reduction in multichannel electrophysiology45
Multi-dimensional connectivity: a conceptual and mathematical review45
Functional annotation of human cognitive states using deep graph convolution45
SEPIA—Susceptibility mapping pipeline tool for phase images44
Regional balance between glutamate+glutamine and GABA+ in the resting human brain44
Disentangling neocortical alpha/beta and hippocampal theta/gamma oscillations in human episodic memory formation44
State anxiety biases estimates of uncertainty and impairs reward learning in volatile environments44
The data-processing multiverse of event-related potentials (ERPs): A roadmap for the optimization and standardization of ERP processing and reduction pipelines44
The impact of realistic axonal shape on axon diameter estimation using diffusion MRI44
Connectome spectral analysis to track EEG task dynamics on a subsecond scale44
Neurodevelopmental effects of childhood malnutrition: A neuroimaging perspective44
rsHRF: A toolbox for resting-state HRF estimation and deconvolution44
Open and reproducible neuroimaging: From study inception to publication44
Predicting brain age with complex networks: From adolescence to adulthood43
Towards an objective evaluation of EEG/MEG source estimation methods – The linear approach43
Individualized event structure drives individual differences in whole-brain functional connectivity43
Curvature processing in human visual cortical areas43
Network-based fMRI-neurofeedback training of sustained attention43
Cross-validation and permutations in MVPA: Validity of permutation strategies and power of cross-validation schemes43
Functional brain connectivity in ex utero premature infants compared to in utero fetuses43
Imaging perivascular space structure and function using brain MRI43
Fetal brain age estimation and anomaly detection using attention-based deep ensembles with uncertainty43
Longitudinal analysis of regional cerebellum volumes during normal aging43
Development of the brain functional connectome follows puberty-dependent nonlinear trajectories42
Brain-informed speech separation (BISS) for enhancement of target speaker in multitalker speech perception42
A deep learning approach for magnetization transfer contrast MR fingerprinting and chemical exchange saturation transfer imaging42
Brain extraction on MRI scans in presence of diffuse glioma: Multi-institutional performance evaluation of deep learning methods and robust modality-agnostic training42
Dynamic inter-brain synchrony in real-life inter-personal cooperation: A functional near-infrared spectroscopy hyperscanning study42
Dynamic brain fluctuations outperform connectivity measures and mirror pathophysiological profiles across dementia subtypes: A multicenter study42
Micapipe: A pipeline for multimodal neuroimaging and connectome analysis42
fMRI protocol optimization for simultaneously studying small subcortical and cortical areas at 7 ​T42
Deficits in ascending and descending pain modulation pathways in patients with postherpetic neuralgia42
Myelin development in cerebral gray and white matter during adolescence and late childhood42
Multiscale communication in cortico-cortical networks42
Methods for quantitative susceptibility and R2* mapping in whole post-mortem brains at 7T applied to amyotrophic lateral sclerosis41
Open eyes and closed eyes elicit different temporal properties of brain functional networks41
Quantification of brain oxygen extraction and metabolism with [15O]-gas PET: A technical review in the era of PET/MRI41
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
Functional engagement of white matter in resting-state brain networks41
Accessible pediatric neuroimaging using a low field strength MRI scanner41
Multi‐band FMRI compromises detection of mesolimbic reward responses41
Systematically disrupted functional gradient of the cortical connectome in generalized epilepsy: Initial discovery and independent sample replication41
Team-work, Team-brain: Exploring synchrony and team interdependence in a nine-person drumming task via multiparticipant hyperscanning and inter-brain network topology with fNIRS41
Brain-age prediction: A systematic comparison of machine learning workflows41
Biophysically detailed forward modeling of the neural origin of EEG and MEG signals41
Focal lesions induce large-scale percolation of sleep-like intracerebral activity in awake humans41
Functional connectome reorganization relates to post-stroke motor recovery and structural and functional disconnection40
Gray matter volumetric correlates of behavioral activation and inhibition system traits in children: An exploratory voxel-based morphometry study of the ABCD project data40
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 analysis40
Reliability and comparability of human brain structural covariance networks40
Autonomic arousals contribute to brain fluid pulsations during sleep40
Partial volume correction in arterial spin labeling perfusion MRI: A method to disentangle anatomy from physiology or an analysis step too far?40
Perceptual difficulty modulates the direction of information flow in familiar face recognition40
Investigation of the association between cerebral iron content and myelin content in normative aging using quantitative magnetic resonance neuroimaging40
Alertness fluctuations when performing a task modulate cortical evoked responses to transcranial magnetic stimulation40
Attention reinforces human corticofugal system to aid speech perception in noise40
Probing rapid network reorganization of motor and language functions via neuromodulation and neuroimaging40
Fiber tractography bundle segmentation depends on scanner effects, vendor effects, acquisition resolution, diffusion sampling scheme, diffusion sensitization, and bundle segmentation workflow40
Automated search of stimulation targets with closed-loop transcranial magnetic stimulation40
Efficient high-resolution TMS mapping of the human motor cortex by nonlinear regression40
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