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 2021-05-01 to 2025-05-01.)

Article	Citations
A Simulation Toolkit for Testing the Sensitivity and Accuracy of Corticometry Pipelines	124
Editorial: Innovative methods for sleep staging using neuroinformatics	76
Chronic jet lag-like conditions dysregulate molecular profiles of neurological disorders in nucleus accumbens and prefrontal cortex	68
The quest to share data	67
Intra-V1 functional networks and classification of observed stimuli	52
hvEEGNet: a novel deep learning model for high-fidelity EEG reconstruction	41
A multi-head self-attention deep learning approach for detection and recommendation of neuromagnetic high frequency oscillations in epilepsy	39
FN-OCT: Disease Detection Algorithm for Retinal Optical Coherence Tomography Based on a Fusion Network	38
Magnetic Resonance Imaging Sequence Identification Using a Metadata Learning Approach	37
Editorial: Neuroinformatics of large-scale brain modelling	37
State-dependent modulation of thalamocortical oscillations by gamma light flicker with different frequencies, intensities, and duty cycles	36
A computational model of Alzheimer's disease at the nano, micro, and macroscales	32
versaFlow: a versatile pipeline for resolution adapted diffusion MRI processing and its application to studying the variability of the PRIME-DE database	31
Detection of pulmonary embolism severity using clinical characteristics, hematological indices, and machine learning techniques	29
Deep Neuro-Vision Embedded Architecture for Safety Assessment in Perceptive Advanced Driver Assistance Systems: The Pedestrian Tracking System Use-Case	28
Predicting the clinical prognosis of acute ischemic stroke using machine learning: an application of radiomic biomarkers on non-contrast CT after intravascular interventional treatment	27
Systems Neuroscience Computing in Python (SyNCoPy): a python package for large-scale analysis of electrophysiological data	26
A standardized accelerometry method for characterizing tremor: Application and validation in an ageing population with postural and action tremor	25
Unsupervised method for representation transfer from one brain to another	24
Transdiagnostic clustering of self-schema from self-referential judgements identifies subtypes of healthy personality and depression	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	22
Multiple sclerosis and breast cancer risk: a meta-analysis of observational and Mendelian randomization studies	22
QuNex—An integrative platform for reproducible neuroimaging analytics	21
Finding the limits of deep learning clinical sensitivity with fractional anisotropy (FA) microstructure maps	20

SynCoPa: Visualizing Connectivity Paths and Synapses Over Detailed Morphologies	20
Tracking axon initial segment plasticity using high-density microelectrode arrays: A computational study	18
Analyzing Complex Problem Solving by Dynamic Brain Networks	18
Web-based processing of physiological noise in fMRI: addition of the PhysIO toolbox to CBRAIN	18
Erratum: Mapping and validating a point neuron model on Intel's neuromorphic hardware Loihi	18
A review of risk concepts and models for predicting the risk of primary stroke	16
Online interoperable resources for building hippocampal neuron models via the Hippocampus Hub	15
Machine learning-based infection prediction model for newly diagnosed multiple myeloma patients	15
Project, toolkit, and database of neuroinformatics ecosystem: A summary of previous studies on “Frontiers in Neuroinformatics”	14
BitBrain and Sparse Binary Coincidence (SBC) memories: Fast, robust learning and inference for neuromorphic architectures	14
Editorial: Neuroscience, computing, performance, and benchmarks: Why it matters to neuroscience how fast we can compute	14
Light-weight neural network for intra-voxel structure analysis	14
Radiomics-driven neuro-fuzzy framework for rule generation to enhance explainability in MRI-based brain tumor segmentation	13
Age-Specific Adult Rat Brain MRI Templates and Tissue Probability Maps	13
Scaling and Benchmarking an Evolutionary Algorithm for Constructing Biophysical Neuronal Models	13
Half-UNet: A Simplified U-Net Architecture for Medical Image Segmentation	13
Erratum: Advancing prediction of risk of intraoperative massive blood transfusion in liver transplantation with machine learning models. A multicenter retrospective study	13
Alternative patterns of deep brain stimulation in neurologic and neuropsychiatric disorders	13
NeuroBridge ontology: computable provenance metadata to give the long tail of neuroimaging data a FAIR chance for secondary use	13
EpiBOX: An Automated Platform for Long-Term Biosignal Collection	13
A systematic comparison of deep learning methods for EEG time series analysis	12
Corrigendum: Mapping and validating a point neuron model on intel's neuromorphic hardware Loihi	12
Editorial: Addressing large scale computing challenges in neuroscience: current advances and future directions	12
A scalable implementation of the recursive least-squares algorithm for training spiking neural networks	12
Multi-omics integration reveals a six-malignant cell maker gene signature for predicting prognosis in high-risk neuroblastoma	12
Multi-Scale Graph Representation Learning for Autism Identification With Functional MRI	12
Recognition of MI-EEG signals using extended-LSR-based inductive transfer learning	12
2.5D and 3D segmentation of brain metastases with deep learning on multinational MRI data	11
Machine learning reveals interhemispheric somatosensory coherence as indicator of anesthetic depth	11
ConGen—A Simulator-Agnostic Visual Language for Definition and Generation of Connectivity in Large and Multiscale Neural Networks	11
SDA: a data-driven algorithm that detects functional states applied to the EEG of Guhyasamaja meditation	11
PymoNNto: A Flexible Modular Toolbox for Designing Brain-Inspired Neural Networks	11
Long-range temporal correlations in resting state alpha oscillations in major depressive disorder and obsessive-compulsive disorder	11
Synthesis of diffusion-weighted MRI scalar maps from FLAIR volumes using generative adversarial networks	11
STEPS 4.0: Fast and memory-efficient molecular simulations of neurons at the nanoscale	10
Time-Frequency Representations of Brain Oscillations: Which One Is Better?	10
Discovering optimal features for neuron-type identification from extracellular recordings	10
The Multicentre Acute ischemic stroke imaGIng and Clinical data (MAGIC) repository: rationale and blueprint	10
Towards Bridging the Gap Between Computational Intelligence and Neuroscience in Brain-Computer Interfaces With a Common Description of Systems and Data	10
Contrastive self-supervised learning for neurodegenerative disorder classification	10
Translating single-neuron axonal reconstructions into meso-scale connectivity statistics in the mouse somatosensory thalamus	9
Events in context—The HED framework for the study of brain, experience and behavior	9
Editorial: Weakly supervised deep learning-based methods for brain image analysis	9
Enhanced Performance by Interpretable Low-Frequency Electroencephalogram Oscillations in the Machine Learning-Based Diagnosis of Post-traumatic Stress Disorder	9
A Validation of Supervised Deep Learning for Gait Analysis in the Cat	9
Enhanced heart sound anomaly detection via WCOS: a semi-supervised framework integrating wavelet, autoencoder and SVM	9
Feature Selection Techniques for a Machine Learning Model to Detect Autonomic Dysreflexia	9
A Quick and Easy Way to Estimate Entropy and Mutual Information for Neuroscience	9
Investigating cortical complexity and connectivity in rats with schizophrenia	9
Dynamic topological data analysis: a novel fractal dimension-based testing framework with application to brain signals	8

RealNeuralNetworks.jl: An Integrated Julia Package for Skeletonization, Morphological Analysis, and Synaptic Connectivity Analysis of Terabyte-Scale 3D Neural Segmentations	8
Editorial: Navigating the landscape of FAIR data sharing and reuse: repositories, standards, and resources	8
A Toolbox and Crowdsourcing Platform for Automatic Labeling of Independent Components in Electroencephalography	8
PyDapsys: an open-source library for accessing electrophysiology data recorded with DAPSYS	8
Multi-Source Domain Adaptation Techniques for Mitigating Batch Effects: A Comparative Study	8
Can micro-expressions be used as a biomarker for autism spectrum disorder?	8
MIIND : A Model-Agnostic Simulator of Neural Populations	8
Brain structural alterations in young girls with Rett syndrome: A voxel-based morphometry and tract-based spatial statistics study	8
Multiscale co-simulation design pattern for neuroscience applications	8
Patterns of inflammation, microstructural alterations, and sodium accumulation define multiple sclerosis subtypes after 15 years from onset	8
Brain-Computer Interface using neural network and temporal-spectral features	8
Power spectral analysis of voltage-gated channels in neurons	8
Efficient simulation of neural development using shared memory parallelization	7
Explainable artificial intelligence based on feature optimization for age at onset prediction of spinocerebellar ataxia type 3	7
Building a realistic, scalable memory model with independent engrams using a homeostatic mechanism	7
Introducing Region Based Pooling for handling a varied number of EEG channels for deep learning models	7
Decoding EEG rhythms offline and online during motor imagery for standing and sitting based on a brain-computer interface	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
Editorial: Recent applications of noninvasive physiological signals and artificial intelligence	7
Editorial: Physical neuromorphic computing and its industrial applications	7
Neuroimaging article reexecution and reproduction assessment system	7
Classification of ROI-based fMRI data in short-term memory tasks using discriminant analysis and neural networks	7
A canonical polyadic tensor basis for fast Bayesian estimation of multi-subject brain activation patterns	7
Impact of interferon-β and dimethyl fumarate on nonlinear dynamical characteristics of electroencephalogram signatures in patients with multiple sclerosis	7
Neural simulation pipeline: Enabling container-based simulations on-premise and in public clouds	7
Deep CNN ResNet-18 based model with attention and transfer learning for Alzheimer's disease detection	7
Matlab Open Source Code: Noise-Assisted Multivariate Empirical Mode Decomposition Based Causal Decomposition for Causality Inference of Bivariate Time Series	7
Identifying discriminative features of brain network for prediction of Alzheimer’s disease using graph theory and machine learning	7
Editorial: Reproducible analysis in neuroscience	7
FAIR in action: Brain-CODE - A neuroscience data sharing platform to accelerate brain research	7
EPAT: a user-friendly MATLAB toolbox for EEG/ERP data processing and analysis	7