(The H4-Index of Neuroimage is 74. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 500 papers]. The publications cover those that have been published in the past four years, i.e., from 2019-09-01 to 2023-09-01.)
MRtrix3: A fast, flexible and open software framework for medical image processing and visualisation1227
ICLabel: An automated electroencephalographic independent component classifier, dataset, and website690
Automated anatomical labelling atlas 3576
Image processing and analysis methods for the Adolescent Brain Cognitive Development Study424
A decade of test-retest reliability of functional connectivity: A systematic review and meta-analysis303
A multi-model deep convolutional neural network for automatic hippocampus segmentation and classification in Alzheimer’s disease243
Estimation of brain age delta from brain imaging228
A guide to group effective connectivity analysis, part 2: Second level analysis with PEB216
Rumination and the default mode network: Meta-analysis of brain imaging studies and implications for depression213
A guide to group effective connectivity analysis, part 1: First level analysis with DCM for fMRI202
Generative modeling of brain maps with spatial autocorrelation187
Sample size evolution in neuroimaging research: An evaluation of highly-cited studies (1990–2012) and of latest practices (2017–2018) in high-impact journals180
FastSurfer - A fast and accurate deep learning based neuroimaging pipeline179
Harmonization of large MRI datasets for the analysis of brain imaging patterns throughout the lifespan177
Brain default-mode network dysfunction in addiction171
Dynamic causal modelling revisited166
A better way to define and describe Morlet wavelets for time-frequency analysis165
Deep neural networks and kernel regression achieve comparable accuracies for functional connectivity prediction of behavior and demographics153
Optically pumped magnetometers: From quantum origins to multi-channel magnetoencephalography148
Complex diffusion-weighted image estimation via matrix recovery under general noise models143
There is no single functional atlas even for a single individual: Functional parcel definitions change with task136
XTRACT - Standardised protocols for automated tractography in the human and macaque brain133
Optimising network modelling methods for fMRI132
Multi-channel whole-head OPM-MEG: Helmet design and a comparison with a conventional system129
An automated framework for localization, segmentation and super-resolution reconstruction of fetal brain MRI125
SANDI: A compartment-based model for non-invasive apparent soma and neurite imaging by diffusion MRI125
Common functional networks in the mouse brain revealed by multi-centre resting-state fMRI analysis125
Idiosynchrony: From shared responses to individual differences during naturalistic neuroimaging124
Finding the needle in a high-dimensional haystack: Canonical correlation analysis for neuroscientists124
Correction of respiratory artifacts in MRI head motion estimates123
Keep it real: rethinking the primacy of experimental control in cognitive neuroscience123
Automagic: Standardized preprocessing of big EEG data121
Comparing spatial null models for brain maps119
Mapping critical cortical hubs and white matter pathways by direct electrical stimulation: an original functional atlas of the human brain117
A set of functionally-defined brain regions with improved representation of the subcortex and cerebellum115
The neural correlates of semantic control revisited110
Dynamical exploration of the repertoire of brain networks at rest is modulated by psilocybin109
Quantifying performance of machine learning methods for neuroimaging data105
Longitudinal ComBat: A method for harmonizing longitudinal multi-scanner imaging data103
Decomposing alpha and 1/f brain activities reveals their differential associations with cognitive processing speed103
Opportunities of connectomic neuromodulation103
Confound modelling in UK Biobank brain imaging103
Machine-learning-based diagnostics of EEG pathology102
Increased power by harmonizing structural MRI site differences with the ComBat batch adjustment method in ENIGMA101
Cross-species functional alignment reveals evolutionary hierarchy within the connectome97
White matter microstructure across the adult lifespan: A mixed longitudinal and cross-sectional study using advanced diffusion models and brain-age prediction97
Effects of repetitive transcranial magnetic stimulation on resting-state connectivity: A systematic review97
Optimizing the ICA-based removal of ocular EEG artifacts from free viewing experiments97
Movie-watching outperforms rest for functional connectivity-based prediction of behavior95
Combining multiple connectomes improves predictive modeling of phenotypic measures95
Dispersion of functional gradients across the adult lifespan94
A novel approach to localize cortical TMS effects94
Fixel-based Analysis of Diffusion MRI: Methods, Applications, Challenges and Opportunities92
Resting-state “physiological networks”90
Distinctions among real and apparent respiratory motions in human fMRI data87
Meaningful associations in the adolescent brain cognitive development study87
Bilingualism as a gradient measure modulates functional connectivity of language and control networks87
Early life stress and brain function: Activity and connectivity associated with processing emotion and reward86
Can MRI measure myelin? Systematic review, qualitative assessment, and meta-analysis of studies validating microstructural imaging with myelin histology86
Recommendations for motion correction of infant fNIRS data applicable to multiple data sets and acquisition systems83
Identifying and removing widespread signal deflections from fMRI data: Rethinking the global signal regression problem82
Differences in unity: The go/no-go and stop signal tasks rely on different mechanisms81
Functional reorganization of brain networks across the human menstrual cycle80
Variational autoencoder: An unsupervised model for encoding and decoding fMRI activity in visual cortex79
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 tool79
Instructor-learner brain coupling discriminates between instructional approaches and predicts learning78
Sub-millimeter fMRI reveals multiple topographical digit representations that form action maps in human motor cortex78
Glymphatic clearance function in patients with cerebral small vessel disease77
Can EEG and MEG detect signals from the human cerebellum?76
LSD alters dynamic integration and segregation in the human brain75
Dimensionality reduction of diffusion MRI measures for improved tractometry of the human brain74
Infant FreeSurfer: An automated segmentation and surface extraction pipeline for T1-weighted neuroimaging data of infants 0–2 years74
The Human Connectome Project: A retrospective74
Towards OPM-MEG in a virtual reality environment74
Metacontrol of human creativity: The neurocognitive mechanisms of convergent and divergent thinking74