Frontiers in Neuroinformatics

Article	Citations
Editorial: Innovative methods for sleep staging using neuroinformatics	117
The quest to share data	114
Chronic jet lag-like conditions dysregulate molecular profiles of neurological disorders in nucleus accumbens and prefrontal cortex	111
Intra-V1 functional networks and classification of observed stimuli	86
A multi-head self-attention deep learning approach for detection and recommendation of neuromagnetic high frequency oscillations in epilepsy	65
Epileptic brain imaging by source localization CLARA supported by ictal-based semiology and VEEG in resource-limited settings	55
FN-OCT: Disease Detection Algorithm for Retinal Optical Coherence Tomography Based on a Fusion Network	51
versaFlow: a versatile pipeline for resolution adapted diffusion MRI processing and its application to studying the variability of the PRIME-DE database	41
hvEEGNet: a novel deep learning model for high-fidelity EEG reconstruction	41
Detection of pulmonary embolism severity using clinical characteristics, hematological indices, and machine learning techniques	40
Systems Neuroscience Computing in Python (SyNCoPy): a python package for large-scale analysis of electrophysiological data	37
Editorial: Neuroinformatics of large-scale brain modelling	36
Predicting the clinical prognosis of acute ischemic stroke using machine learning: an application of radiomic biomarkers on non-contrast CT after intravascular interventional treatment	32
A standardized accelerometry method for characterizing tremor: Application and validation in an ageing population with postural and action tremor	32
State-dependent modulation of thalamocortical oscillations by gamma light flicker with different frequencies, intensities, and duty cycles	31
Unsupervised method for representation transfer from one brain to another	30
A computational model of Alzheimer's disease at the nano, micro, and macroscales	30
Multiple sclerosis and breast cancer risk: a meta-analysis of observational and Mendelian randomization studies	29
Web-based processing of physiological noise in fMRI: addition of the PhysIO toolbox to CBRAIN	28
Erratum: Mapping and validating a point neuron model on Intel's neuromorphic hardware Loihi	27
Transdiagnostic clustering of self-schema from self-referential judgements identifies subtypes of healthy personality and depression	25
Correction: Transdiagnostic clustering of self-schema from self-referential judgements identifies subtypes of healthy personality and depression	24
Finding the limits of deep learning clinical sensitivity with fractional anisotropy (FA) microstructure maps	24
QuNex—An integrative platform for reproducible neuroimaging analytics	24
Efficient Simulation of 3D Reaction-Diffusion in Models of Neurons and Networks	23

A neuronal imaging dataset for deep learning in the reconstruction of single-neuron axons	23
Tracking axon initial segment plasticity using high-density microelectrode arrays: A computational study	23
Evaluating machine learning pipelines for multimodal neuroimaging in small cohorts: an ALS case study	22
Multi-threshold image segmentation for melanoma based on Kapur’s entropy using enhanced ant colony optimization	22
BitBrain and Sparse Binary Coincidence (SBC) memories: Fast, robust learning and inference for neuromorphic architectures	22
Machine learning-based infection prediction model for newly diagnosed multiple myeloma patients	21
Online interoperable resources for building hippocampal neuron models via the Hippocampus Hub	20
NeuroBridge ontology: computable provenance metadata to give the long tail of neuroimaging data a FAIR chance for secondary use	20
Radiomics-driven neuro-fuzzy framework for rule generation to enhance explainability in MRI-based brain tumor segmentation	20
Project, toolkit, and database of neuroinformatics ecosystem: A summary of previous studies on “Frontiers in Neuroinformatics”	19
Scaling and Benchmarking an Evolutionary Algorithm for Constructing Biophysical Neuronal Models	19
Light-weight neural network for intra-voxel structure analysis	19
Editorial: Neuroscience, computing, performance, and benchmarks: Why it matters to neuroscience how fast we can compute	18
Half-UNet: A Simplified U-Net Architecture for Medical Image Segmentation	17
Alternative patterns of deep brain stimulation in neurologic and neuropsychiatric disorders	17
Super-resolution microscopy and deep learning methods: what can they bring to neuroscience: from neuron to 3D spine segmentation	17
A review of risk concepts and models for predicting the risk of primary stroke	17
EpiBOX: An Automated Platform for Long-Term Biosignal Collection	16
Recognition of MI-EEG signals using extended-LSR-based inductive transfer learning	16
Correction: A Physics Informed Neural Network (PINN) framework for fractional order modeling of Alzheimer's disease	16
A scalable implementation of the recursive least-squares algorithm for training spiking neural networks	16
Erratum: Advancing prediction of risk of intraoperative massive blood transfusion in liver transplantation with machine learning models. A multicenter retrospective study	16
Corrigendum: Mapping and validating a point neuron model on intel's neuromorphic hardware Loihi	16
A systematic comparison of deep learning methods for EEG time series analysis	15
Long-range temporal correlations in resting state alpha oscillations in major depressive disorder and obsessive-compulsive disorder	15
Editorial: Addressing large scale computing challenges in neuroscience: current advances and future directions	15
SynSpine: an automated workflow for the generation of longitudinal spinal cord synthetic MRI data	15
2.5D and 3D segmentation of brain metastases with deep learning on multinational MRI data	15
Feature Selection Techniques for a Machine Learning Model to Detect Autonomic Dysreflexia	14
Machine learning reveals interhemispheric somatosensory coherence as indicator of anesthetic depth	14
BrainInsights: a comprehensive framework for pre-processing, analysis, and interpretation of neuroimaging data using traditional statistics and machine learning	14
Translating single-neuron axonal reconstructions into meso-scale connectivity statistics in the mouse somatosensory thalamus	14
SDA: a data-driven algorithm that detects functional states applied to the EEG of Guhyasamaja meditation	14
Multi-omics integration reveals a six-malignant cell maker gene signature for predicting prognosis in high-risk neuroblastoma	14
STEPS 4.0: Fast and memory-efficient molecular simulations of neurons at the nanoscale	13
Synthesis of diffusion-weighted MRI scalar maps from FLAIR volumes using generative adversarial networks	13
Contrastive self-supervised learning for neurodegenerative disorder classification	13
The Multicentre Acute ischemic stroke imaGIng and Clinical data (MAGIC) repository: rationale and blueprint	13
Discovering optimal features for neuron-type identification from extracellular recordings	13
Events in context—The HED framework for the study of brain, experience and behavior	12
Enhanced heart sound anomaly detection via WCOS: a semi-supervised framework integrating wavelet, autoencoder and SVM	12
Brain-Computer Interface using neural network and temporal-spectral features	12
Editorial: Weakly supervised deep learning-based methods for brain image analysis	12
Dynamic topological data analysis: a novel fractal dimension-based testing framework with application to brain signals	12
Brain structural alterations in young girls with Rett syndrome: A voxel-based morphometry and tract-based spatial statistics study	12
Power spectral analysis of voltage-gated channels in neurons	12
PyDapsys: an open-source library for accessing electrophysiology data recorded with DAPSYS	12
Investigating cortical complexity and connectivity in rats with schizophrenia	12
Multiscale co-simulation design pattern for neuroscience applications	11
Classification of ROI-based fMRI data in short-term memory tasks using discriminant analysis and neural networks	11

Editorial: Reproducible analysis in neuroscience	11
Editorial: Navigating the landscape of FAIR data sharing and reuse: repositories, standards, and resources	11
Can micro-expressions be used as a biomarker for autism spectrum disorder?	11
Neuroimaging article reexecution and reproduction assessment system	11
Identifying discriminative features of brain network for prediction of Alzheimer’s disease using graph theory and machine learning	10
Patterns of inflammation, microstructural alterations, and sodium accumulation define multiple sclerosis subtypes after 15 years from onset	10
Impact of interferon-β and dimethyl fumarate on nonlinear dynamical characteristics of electroencephalogram signatures in patients with multiple sclerosis	10
Explainable artificial intelligence based on feature optimization for age at onset prediction of spinocerebellar ataxia type 3	10
FAIR in action: Brain-CODE - A neuroscience data sharing platform to accelerate brain research	10
Matlab Open Source Code: Noise-Assisted Multivariate Empirical Mode Decomposition Based Causal Decomposition for Causality Inference of Bivariate Time Series	10
Editorial: Physical neuromorphic computing and its industrial applications	10
EPAT: a user-friendly MATLAB toolbox for EEG/ERP data processing and analysis	10
Software and pipelines for registration and analyses of rodent brain image data in reference atlas space	10
Building a realistic, scalable memory model with independent engrams using a homeostatic mechanism	10
Introducing Region Based Pooling for handling a varied number of EEG channels for deep learning models	9
Editorial: Recent applications of noninvasive physiological signals and artificial intelligence	9
Efficient simulation of neural development using shared memory parallelization	9
Large language models can extract metadata for annotation of human neuroimaging publications	9
Decoding EEG rhythms offline and online during motor imagery for standing and sitting based on a brain-computer interface	9
A canonical polyadic tensor basis for fast Bayesian estimation of multi-subject brain activation patterns	9
A Systematic Approach for Explaining Time and Frequency Features Extracted by Convolutional Neural Networks From Raw Electroencephalography Data	9
On the need for abstract, deep reinforcement learning models in neuroscience	9
Progressive 3D biomedical image registration network based on deep self-calibration	9
Neural simulation pipeline: Enabling container-based simulations on-premise and in public clouds	9
The ROSMAP project: aging and neurodegenerative diseases through omic sciences	9
Efficient parameter calibration and real-time simulation of large-scale spiking neural networks with GeNN and NEST	8
Brain subnetworks most sensitive to alterations of functional connectivity in Schizophrenia: a data-driven approach	8
Editorial: Bringing together data- and knowledge-driven solutions for a better understanding and effective diagnostics of neurological disorders	8
Improving EEG classification of alcoholic and control subjects using DWT-CNN-BiGRU with various noise filtering techniques	8
Enhancing brain tumor detection in MRI with a rotation invariant Vision Transformer	8
A new machine learning model for predicting severity prognosis in patients with pulmonary embolism: Study protocol from Wenzhou, China	8
Turbulent dynamics and whole-brain modeling: toward new clinical applications for traumatic brain injury	8
Deep CNN ResNet-18 based model with attention and transfer learning for Alzheimer's disease detection	8
Sensitivity analysis of a mathematical model of Alzheimer's disease progression unveils important causal pathways	8
Motor imagery-based brain-computer interfaces: an exploration of multiclass motor imagery-based control for Emotiv EPOC X	7
Quantifying evoked responses through information-theoretical measures	7
suMRak: a multi-tool solution for preclinical brain MRI data analysis	7
An enhanced deep deterministic policy gradient algorithm for intelligent control of robotic arms	7
M3: using mask-attention and multi-scale for multi-modal brain MRI classification	7
Multi illumination color constancy based on multi-scale supervision and single-scale estimation cascade convolution neural network	7
A Robust Modular Automated Neuroimaging Pipeline for Model Inputs to TheVirtualBrain	7
Improving the detection of sleep slow oscillations in electroencephalographic data	7
Modernizing the NEURON Simulator for Sustainability, Portability, and Performance	7
A generalized deep learning network for fractional anisotropy reconstruction: Application to epilepsy and multiple sclerosis	7
SparNet: A Convolutional Neural Network for EEG Space-Frequency Feature Learning and Depression Discrimination	7
Differential processing of intrinsic vs. extrinsic coordinates in wrist movement: connectivity and chronometry perspectives	7
Evaluation of an English language phoneme-based imagined speech brain computer interface with low-cost electroencephalography	7
Functional MRI study of feedback-based reinforcement learning in depression	7
Identifying natural inhibitors against FUS protein in dementia through machine learning, molecular docking, and dynamics simulation	6
Enhancing human activity recognition for the elderly and individuals with disabilities through optimized Internet-of-Things and artificial intelligence integration with advanced neural networks	6
Video-based marker-free tracking and multi-scale analysis of mouse locomotor activity and behavioral aspects in an open field arena: A perspective approach to the quantification of complex gait distur	6
Editorial: Brain Modeling of Neurogenerative Disorders	6
Artificial intelligence role in advancement of human brain connectome studies	6
The Case for Optimized Edge-Centric Tractography at Scale	6
A fast and robust hippocampal subfields segmentation: HSF revealing lifespan volumetric dynamics	6
The image and data archive at the laboratory of neuro imaging	6
Reproducible supervised learning-assisted classification of spontaneous synaptic waveforms with Eventer	6
vol2Brain: A New Online Pipeline for Whole Brain MRI Analysis	6
Early detection of mild cognitive impairment through neuropsychological tests in population screenings: a decision support system integrating ontologies and machine learning	6
Brain MRI sequence and view plane identification using deep learning	6
Domain adaptation for EEG-based, cross-subject epileptic seizure prediction	6
Maximum likelihood-based estimation of diffusion coefficient is quick and reliable method for analyzing estradiol actions on surface receptor movements	6
Test-retest reliability of peak location in the sensorimotor network of resting state fMRI for potential rTMS targets	6
Effects of individualized brain anatomies and EEG electrode positions on inferred activity of the primary auditory cortex	6
Comparison of CNN-Learned vs. Handcrafted Features for Detection of Parkinson's Disease Dysgraphia in a Multilingual Dataset	6
Neural network system for analyzing statistical factors of patients for predicting the survival of dental implants	6
Microglial morphometric analysis: so many options, so little consistency	6
Efficient federated learning for distributed neuroimaging data	6
A Physics Informed Neural Network (PINN) framework for fractional order modeling of Alzheimer's disease	6
A System-on-Chip Based Hybrid Neuromorphic Compute Node Architecture for Reproducible Hyper-Real-Time Simulations of Spiking Neural Networks	6
Bridging neuroscience and AI: a survey on large language models for neurological signal interpretation	5
Commentary: Accelerating spiking neural network simulations with PymoNNto and PymoNNtorch	5
LLRHNet: Multiple Lesions Segmentation Using Local-Long Range Features	5
Exploring white matter dynamics and morphology through interactive numerical phantoms: the White Matter Generator	5
The EBRAINS Hodgkin-Huxley Neuron Builder: An online resource for building data-driven neuron models	5
The pursuit of approaches to federate data to accelerate Alzheimer’s disease and related dementia research: GAAIN, DPUK, and ADDI	5
Non-stationary neural signal to image conversion framework for image-based deep learning algorithms	5
Software tool for visualization of a probabilistic map of the epileptogenic zone from seizure semiologies	5
Quantitative assessment of neurodevelopmental maturation: a comprehensive systematic literature review of artificial intelligence-based brain age prediction in pediatric populations	5
Intradialytic hypotension prediction using covariance matrix-driven whale optimizer with orthogonal structure-assisted extreme learning machine	5

NeuroWRAP: integrating, validating, and sharing neurodata analysis workflows	5
Digitoids: a novel computational platform for mimicking oxygen-dependent firing of neurons in vitro	5
Review of Generative Adversarial Networks in mono- and cross-modal biomedical image registration	5
CycleGAN models show consistent brain MRI synthesis across datasets supporting downstream tissue characterization in multiple sclerosis	5
Editorial: Advanced EEG analysis techniques for neurological disorders	5
In silico analyses of the involvement of GPR55, CB1R and TRPV1: response to THC, contribution to temporal lobe epilepsy, structural modeling and updated evolution	4
CNN-based framework for Alzheimer's disease detection from EEG via dynamic mode decomposition	4
Novel methods for elucidating modality importance in multimodal electrophysiology classifiers	4
Enabling uncertainty estimation in neural networks through weight perturbation for improved Alzheimer's disease classification	4
A Spiking Neural Network Builder for Systematic Data-to-Model Workflow	4
NIDM-Terms: community-based terminology management for improved neuroimaging dataset descriptions and query	4
The Locare workflow: representing neuroscience data locations as geometric objects in 3D brain atlases	4
Expected affine: A registration method for damaged section in serial sections electron microscopy	4
Harmonizing data on correlates of sleep in children within and across neurodevelopmental disorders: lessons learned from an Ontario Brain Institute cross-program collaboration	4
Retraction: NeuroSuites: an online platform for running neuroscience, statistical, and machine learning tools	4
An optimized framework for processing multicentric polysomnographic data incorporating expert human oversight	4
Deploying and Optimizing Embodied Simulations of Large-Scale Spiking Neural Networks on HPC Infrastructure	4
An enhanced ant colony optimizer with Cauchy-Gaussian fusion and novel movement strategy for multi-threshold COVID-19 X-ray image segmentation	4
Mitigating Computer Limitations in Replicating Numerical Simulations of a Neural Network Model With Hodgkin-Huxley-Type Neurons	4
NeuroDecodeR: a package for neural decoding in R	4
On the Minimal Amount of EEG Data Required for Learning Distinctive Human Features for Task-Dependent Biometric Applications	4
VAE deep learning model with domain adaptation, transfer learning and harmonization for diagnostic classification from multi-site neuroimaging data	4
Neuromorphic-P2M: processing-in-pixel-in-memory paradigm for neuromorphic image sensors	4
Fireworks explosion boosted Harris Hawks optimization for numerical optimization: Case of classifying the severity of COVID-19	4
A Programmable Ontology Encompassing the Functional Logic of the Drosophila Brain	4
A scoping review of mathematical models covering Alzheimer's disease progression	4
Comparing feature selection and machine learning approaches for predicting CYP2D6 methylation from genetic variation	4
Brian2CUDA: Flexible and Efficient Simulation of Spiking Neural Network Models on GPUs	4
Harmonizing AI governance regulations and neuroinformatics: perspectives on privacy and data sharing	4
An accessible and versatile deep learning-based sleep stage classifier	4
Optimizing neuroscience data management by combining REDCap, BIDS and SQLite: a case study in Deep Brain Stimulation	4
Learning the heterogeneous representation of brain's structure from serial SEM images using a masked autoencoder	4