OOIR: Observatory of International Research

Papers

(The TQCC of Frontiers in Neuroinformatics is 7. 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 2021-09-01 to 2025-09-01.)

Article	Citations
Editorial: Innovative methods for sleep staging using neuroinformatics	140
The quest to share data	86
Intra-V1 functional networks and classification of observed stimuli	78
Chronic jet lag-like conditions dysregulate molecular profiles of neurological disorders in nucleus accumbens and prefrontal cortex	66
A multi-head self-attention deep learning approach for detection and recommendation of neuromagnetic high frequency oscillations in epilepsy	58
hvEEGNet: a novel deep learning model for high-fidelity EEG reconstruction	48
Epileptic brain imaging by source localization CLARA supported by ictal-based semiology and VEEG in resource-limited settings	45
FN-OCT: Disease Detection Algorithm for Retinal Optical Coherence Tomography Based on a Fusion Network	39
Predicting the clinical prognosis of acute ischemic stroke using machine learning: an application of radiomic biomarkers on non-contrast CT after intravascular interventional treatment	38
A standardized accelerometry method for characterizing tremor: Application and validation in an ageing population with postural and action tremor	35
A computational model of Alzheimer's disease at the nano, micro, and macroscales	32
Systems Neuroscience Computing in Python (SyNCoPy): a python package for large-scale analysis of electrophysiological data	32
Editorial: Neuroinformatics of large-scale brain modelling	31
State-dependent modulation of thalamocortical oscillations by gamma light flicker with different frequencies, intensities, and duty cycles	30
versaFlow: a versatile pipeline for resolution adapted diffusion MRI processing and its application to studying the variability of the PRIME-DE database	30
Magnetic Resonance Imaging Sequence Identification Using a Metadata Learning Approach	26
Detection of pulmonary embolism severity using clinical characteristics, hematological indices, and machine learning techniques	26
Erratum: Mapping and validating a point neuron model on Intel's neuromorphic hardware Loihi	25
Tracking axon initial segment plasticity using high-density microelectrode arrays: A computational study	25
Unsupervised method for representation transfer from one brain to another	23
Finding the limits of deep learning clinical sensitivity with fractional anisotropy (FA) microstructure maps	23
Multi-threshold image segmentation for melanoma based on Kapur’s entropy using enhanced ant colony optimization	22
Efficient Simulation of 3D Reaction-Diffusion in Models of Neurons and Networks	21
Web-based processing of physiological noise in fMRI: addition of the PhysIO toolbox to CBRAIN	20
Multiple sclerosis and breast cancer risk: a meta-analysis of observational and Mendelian randomization studies	20

SynCoPa: Visualizing Connectivity Paths and Synapses Over Detailed Morphologies	20
Analyzing Complex Problem Solving by Dynamic Brain Networks	19
Correction: Transdiagnostic clustering of self-schema from self-referential judgements identifies subtypes of healthy personality and depression	18
A neuronal imaging dataset for deep learning in the reconstruction of single-neuron axons	17
QuNex—An integrative platform for reproducible neuroimaging analytics	17
Transdiagnostic clustering of self-schema from self-referential judgements identifies subtypes of healthy personality and depression	17
BitBrain and Sparse Binary Coincidence (SBC) memories: Fast, robust learning and inference for neuromorphic architectures	16
Light-weight neural network for intra-voxel structure analysis	16
Machine learning-based infection prediction model for newly diagnosed multiple myeloma patients	16
Evaluating machine learning pipelines for multimodal neuroimaging in small cohorts: an ALS case study	16
Online interoperable resources for building hippocampal neuron models via the Hippocampus Hub	16
Radiomics-driven neuro-fuzzy framework for rule generation to enhance explainability in MRI-based brain tumor segmentation	16
Alternative patterns of deep brain stimulation in neurologic and neuropsychiatric disorders	15
Scaling and Benchmarking an Evolutionary Algorithm for Constructing Biophysical Neuronal Models	15
Editorial: Neuroscience, computing, performance, and benchmarks: Why it matters to neuroscience how fast we can compute	15
Project, toolkit, and database of neuroinformatics ecosystem: A summary of previous studies on “Frontiers in Neuroinformatics”	15
Half-UNet: A Simplified U-Net Architecture for Medical Image Segmentation	14
A review of risk concepts and models for predicting the risk of primary stroke	14
A scalable implementation of the recursive least-squares algorithm for training spiking neural networks	14
NeuroBridge ontology: computable provenance metadata to give the long tail of neuroimaging data a FAIR chance for secondary use	14
Age-Specific Adult Rat Brain MRI Templates and Tissue Probability Maps	14
Multi-Scale Graph Representation Learning for Autism Identification With Functional MRI	13
Corrigendum: Mapping and validating a point neuron model on intel's neuromorphic hardware Loihi	13
A systematic comparison of deep learning methods for EEG time series analysis	13
EpiBOX: An Automated Platform for Long-Term Biosignal Collection	13
2.5D and 3D segmentation of brain metastases with deep learning on multinational MRI data	13
Erratum: Advancing prediction of risk of intraoperative massive blood transfusion in liver transplantation with machine learning models. A multicenter retrospective study	13
SDA: a data-driven algorithm that detects functional states applied to the EEG of Guhyasamaja meditation	12
Multi-omics integration reveals a six-malignant cell maker gene signature for predicting prognosis in high-risk neuroblastoma	12
Machine learning reveals interhemispheric somatosensory coherence as indicator of anesthetic depth	12
ConGen—A Simulator-Agnostic Visual Language for Definition and Generation of Connectivity in Large and Multiscale Neural Networks	12
Recognition of MI-EEG signals using extended-LSR-based inductive transfer learning	12
Editorial: Addressing large scale computing challenges in neuroscience: current advances and future directions	12
Synthesis of diffusion-weighted MRI scalar maps from FLAIR volumes using generative adversarial networks	12
Discovering optimal features for neuron-type identification from extracellular recordings	12
Long-range temporal correlations in resting state alpha oscillations in major depressive disorder and obsessive-compulsive disorder	12
The Multicentre Acute ischemic stroke imaGIng and Clinical data (MAGIC) repository: rationale and blueprint	12
Time-Frequency Representations of Brain Oscillations: Which One Is Better?	11
Translating single-neuron axonal reconstructions into meso-scale connectivity statistics in the mouse somatosensory thalamus	11
Events in context—The HED framework for the study of brain, experience and behavior	11
PymoNNto: A Flexible Modular Toolbox for Designing Brain-Inspired Neural Networks	11
Feature Selection Techniques for a Machine Learning Model to Detect Autonomic Dysreflexia	11
Contrastive self-supervised learning for neurodegenerative disorder classification	11
STEPS 4.0: Fast and memory-efficient molecular simulations of neurons at the nanoscale	11
Enhanced Performance by Interpretable Low-Frequency Electroencephalogram Oscillations in the Machine Learning-Based Diagnosis of Post-traumatic Stress Disorder	11
PyDapsys: an open-source library for accessing electrophysiology data recorded with DAPSYS	11
Brain structural alterations in young girls with Rett syndrome: A voxel-based morphometry and tract-based spatial statistics study	10
Enhanced heart sound anomaly detection via WCOS: a semi-supervised framework integrating wavelet, autoencoder and SVM	10
Editorial: Reproducible analysis in neuroscience	10
Multiscale co-simulation design pattern for neuroscience applications	10

Power spectral analysis of voltage-gated channels in neurons	10
Dynamic topological data analysis: a novel fractal dimension-based testing framework with application to brain signals	10
A Toolbox and Crowdsourcing Platform for Automatic Labeling of Independent Components in Electroencephalography	10
Brain-Computer Interface using neural network and temporal-spectral features	10
Investigating cortical complexity and connectivity in rats with schizophrenia	10
Editorial: Weakly supervised deep learning-based methods for brain image analysis	10
Editorial: Navigating the landscape of FAIR data sharing and reuse: repositories, standards, and resources	10
RealNeuralNetworks.jl: An Integrated Julia Package for Skeletonization, Morphological Analysis, and Synaptic Connectivity Analysis of Terabyte-Scale 3D Neural Segmentations	9
Can micro-expressions be used as a biomarker for autism spectrum disorder?	9
Identifying discriminative features of brain network for prediction of Alzheimer’s disease using graph theory and machine learning	9
Neuroimaging article reexecution and reproduction assessment system	9
Classification of ROI-based fMRI data in short-term memory tasks using discriminant analysis and neural networks	9
Building a realistic, scalable memory model with independent engrams using a homeostatic mechanism	9
Impact of interferon-β and dimethyl fumarate on nonlinear dynamical characteristics of electroencephalogram signatures in patients with multiple sclerosis	8
Multi-Source Domain Adaptation Techniques for Mitigating Batch Effects: A Comparative Study	8
Introducing Region Based Pooling for handling a varied number of EEG channels for deep learning models	8
Explainable artificial intelligence based on feature optimization for age at onset prediction of spinocerebellar ataxia type 3	8
Patterns of inflammation, microstructural alterations, and sodium accumulation define multiple sclerosis subtypes after 15 years from onset	8
Decoding EEG rhythms offline and online during motor imagery for standing and sitting based on a brain-computer interface	8
Matlab Open Source Code: Noise-Assisted Multivariate Empirical Mode Decomposition Based Causal Decomposition for Causality Inference of Bivariate Time Series	8
FAIR in action: Brain-CODE - A neuroscience data sharing platform to accelerate brain research	8
Editorial: Recent applications of noninvasive physiological signals and artificial intelligence	7
Editorial: Physical neuromorphic computing and its industrial applications	7
A canonical polyadic tensor basis for fast Bayesian estimation of multi-subject brain activation patterns	7
The ROSMAP project: aging and neurodegenerative diseases through omic sciences	7
Editorial: Bringing together data- and knowledge-driven solutions for a better understanding and effective diagnostics of neurological disorders	7
Brain subnetworks most sensitive to alterations of functional connectivity in Schizophrenia: a data-driven approach	7
Efficient simulation of neural development using shared memory parallelization	7
Estimation of Emotional Arousal Changes of a Group of Individuals During Movie Screening Using Steady-State Visual-Evoked Potential	7
Large language models can extract metadata for annotation of human neuroimaging publications	7
Deep CNN ResNet-18 based model with attention and transfer learning for Alzheimer's disease detection	7
A new machine learning model for predicting severity prognosis in patients with pulmonary embolism: Study protocol from Wenzhou, China	7
Sensitivity analysis of a mathematical model of Alzheimer's disease progression unveils important causal pathways	7
A Systematic Approach for Explaining Time and Frequency Features Extracted by Convolutional Neural Networks From Raw Electroencephalography Data	7
Progressive 3D biomedical image registration network based on deep self-calibration	7
Neural simulation pipeline: Enabling container-based simulations on-premise and in public clouds	7
EPAT: a user-friendly MATLAB toolbox for EEG/ERP data processing and analysis	7
Efficient parameter calibration and real-time simulation of large-scale spiking neural networks with GeNN and NEST	7
Turbulent dynamics and whole-brain modeling: toward new clinical applications for traumatic brain injury	7
Identifying Boys With Autism Spectrum Disorder Based on Whole-Brain Resting-State Interregional Functional Connections Using a Boruta-Based Support Vector Machine Approach	7