Neuroinformatics

Papers
(The median citation count of Neuroinformatics is 6. 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 2021-11-01 to 2025-11-01.)
ArticleCitations
The Neuron Phenotype Ontology: A FAIR Approach to Proposing and Classifying Neuronal Types178
Localization and Registration of 2D Histological Mouse Brain Images in 3D Atlas Space84
A Practical Workflow for Organizing Clinical Intraoperative and Long-term iEEG Data in BIDS53
RS-FetMRI: a MATLAB-SPM Based Tool for Pre-processing Fetal Resting-State fMRI Data36
Multi-Subject Analysis for Brain Developmental Patterns Discovery via Tensor Decomposition of MEG Data34
Inferring Brain State Dynamics Underlying Naturalistic Stimuli Evoked Emotion Changes With dHA-HMM31
Correction to: 3dSpAn: An interactive software for 3D segmentation and analysis of dendritic spines30
Towards an Architecture of a Multi-purpose, User-Extendable Reference Human Brain Atlas26
Dementia in Convolutional Neural Networks: Using Deep Learning Models to Simulate Neurodegeneration of the Visual System23
Consent Codes: Maintaining Consent in an Ever-expanding Open Science Ecosystem18
Big Brain Data Initiatives in Universiti Sains Malaysia: Data Stewardship to Data Repository and Data Sharing17
A Computational Neural Model for Mapping Degenerate Neural Architectures17
Classification of Contrasting Discrete Emotional States Indicated by EEG Based Graph Theoretical Network Measures17
A Graph-Based Nonlinear Dynamic Characterization of Motor Imagery Toward an Enhanced Hybrid BCI16
CellRemorph: A Toolkit for Transforming, Selecting, and Slicing 3D Cell Structures on the Road to Morphologically Detailed Astrocyte Simulations16
Assessing Computational Methods to Quantify Mother-Child Brain Synchrony in Naturalistic Settings Based on fNIRS Signals14
On the Long-term Archiving of Research Data13
Brain Age Prediction in Developing Childhood with Multimodal Magnetic Resonance Images13
Federated Analysis of Neuroimaging Data: A Review of the Field12
Geometric Reliability of Super-Resolution Reconstructed Images from Clinical Fetal MRI in the Second Trimester12
Single Neuron Modeling Identifies Potassium Channel Modulation as Potential Target for Repetitive Head Impacts11
Editorial: What the New White House Rules on Equitable Access Mean for the Neurosciences11
Assessing the Repeatability of Multi-Frequency Multi-Layer Brain Network Topologies Across Alternative Researcher’s Choice Paths10
Complexity of Brain Dynamics as a Correlate of Consciousness in Anaesthetized Monkeys10
Polymer Physics-Based Classification of Neurons10
Learning Low-Dimensional Semantics for Music and Language via Multi-Subject fMRI9
De-Identification Technique with Facial Deformation in Head CT Images9
Is Neuroscience FAIR? A Call for Collaborative Standardisation of Neuroscience Data9
Review Paper: Reporting Practices for Task fMRI Studies9
Editorial: Is Now the Time for Foundational Theory of Brain Connectivity?9
Multimodal 3D Mouse Brain Atlas Framework with the Skull-Derived Coordinate System8
Cortical Representation of Touch in Silico8
Pitfalls and Recommended Strategies and Metrics for Suppressing Motion Artifacts in Functional MRI8
Automatic Cerebral Hemisphere Segmentation in Rat MRI with Ischemic Lesions via Attention-based Convolutional Neural Networks8
EBRAINS Live Papers - Interactive Resource Sheets for Computational Studies in Neuroscience8
A Method for In-Vivo Mapping of Axonal Diameter Distributions in the Human Brain Using Diffusion-Based Axonal Spectrum Imaging (AxSI)8
Separating Neural Oscillations from Aperiodic 1/f Activity: Challenges and Recommendations8
Altered Connectedness of the Brain Chronnectome During the Progression to Alzheimer’s Disease7
Auto-encoded Latent Representations of White Matter Streamlines for Quantitative Distance Analysis7
Analysis of Network Models with Neuron-Astrocyte Interactions7
Petabyte-Scale Multi-Morphometry of Single Neurons for Whole Brains7
Real-time and Recursive Estimators for Functional MRI Quality Assessment7
Correction to: Geometric Reliability of Super-Resolution Reconstructed Images from Clinical Fetal MRI in the Second Trimester7
Correction to: Reproducible Inter-Personal Brain Coupling Measurements in Hyperscanning Settings With functional Near Infra-Red Spectroscopy7
nGauge: Integrated and Extensible Neuron Morphology Analysis in Python7
Correction to: Multi-Subject Analysis for Brain Developmental Patterns Discovery via Tensor Decomposition of MEG Data7
How Machine Learning is Powering Neuroimaging to Improve Brain Health6
ABLE: Automated Brain Lines Extraction Based on Laplacian Surface Collapse6
Deep Learning Methods for Identification of White Matter Fiber Tracts: Review of State-of-the-Art and Future Prospective6
Super-resolution Segmentation Network for Reconstruction of Packed Neurites6
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