Frontiers in Neuroinformatics

Article	Citations
Editorial: Innovative methods for sleep staging using neuroinformatics	121
The quest to share data	113
Chronic jet lag-like conditions dysregulate molecular profiles of neurological disorders in nucleus accumbens and prefrontal cortex	90
Intra-V1 functional networks and classification of observed stimuli	55
A multi-head self-attention deep learning approach for detection and recommendation of neuromagnetic high frequency oscillations in epilepsy	53
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	42
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	39
Systems Neuroscience Computing in Python (SyNCoPy): a python package for large-scale analysis of electrophysiological data	38
Editorial: Neuroinformatics of large-scale brain modelling	32
A standardized accelerometry method for characterizing tremor: Application and validation in an ageing population with postural and action tremor	32
A computational model of Alzheimer's disease at the nano, micro, and macroscales	31
Predicting the clinical prognosis of acute ischemic stroke using machine learning: an application of radiomic biomarkers on non-contrast CT after intravascular interventional treatment	31
Unsupervised method for representation transfer from one brain to another	30
State-dependent modulation of thalamocortical oscillations by gamma light flicker with different frequencies, intensities, and duty cycles	30
Multiple sclerosis and breast cancer risk: a meta-analysis of observational and Mendelian randomization studies	28
Erratum: Mapping and validating a point neuron model on Intel's neuromorphic hardware Loihi	27
Web-based processing of physiological noise in fMRI: addition of the PhysIO toolbox to CBRAIN	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
Tracking axon initial segment plasticity using high-density microelectrode arrays: A computational study	23
Finding the limits of deep learning clinical sensitivity with fractional anisotropy (FA) microstructure maps	23
A neuronal imaging dataset for deep learning in the reconstruction of single-neuron axons	23

Multi-threshold image segmentation for melanoma based on Kapur’s entropy using enhanced ant colony optimization	23
QuNex—An integrative platform for reproducible neuroimaging analytics	22
BitBrain and Sparse Binary Coincidence (SBC) memories: Fast, robust learning and inference for neuromorphic architectures	21
Evaluating machine learning pipelines for multimodal neuroimaging in small cohorts: an ALS case study	21
Machine learning-based infection prediction model for newly diagnosed multiple myeloma patients	20
Online interoperable resources for building hippocampal neuron models via the Hippocampus Hub	19
NeuroBridge ontology: computable provenance metadata to give the long tail of neuroimaging data a FAIR chance for secondary use	19
Light-weight neural network for intra-voxel structure analysis	18
Project, toolkit, and database of neuroinformatics ecosystem: A summary of previous studies on “Frontiers in Neuroinformatics”	18
Scaling and Benchmarking an Evolutionary Algorithm for Constructing Biophysical Neuronal Models	17
Alternative patterns of deep brain stimulation in neurologic and neuropsychiatric disorders	17
A review of risk concepts and models for predicting the risk of primary stroke	17
Radiomics-driven neuro-fuzzy framework for rule generation to enhance explainability in MRI-based brain tumor segmentation	16
Half-UNet: A Simplified U-Net Architecture for Medical Image Segmentation	16
Editorial: Neuroscience, computing, performance, and benchmarks: Why it matters to neuroscience how fast we can compute	16
Erratum: Advancing prediction of risk of intraoperative massive blood transfusion in liver transplantation with machine learning models. A multicenter retrospective study	15
Correction: A Physics Informed Neural Network (PINN) framework for fractional order modeling of Alzheimer's disease	15
Corrigendum: Mapping and validating a point neuron model on intel's neuromorphic hardware Loihi	15
Super-resolution microscopy and deep learning methods: what can they bring to neuroscience: from neuron to 3D spine segmentation	15
A scalable implementation of the recursive least-squares algorithm for training spiking neural networks	15
Recognition of MI-EEG signals using extended-LSR-based inductive transfer learning	14
Multi-omics integration reveals a six-malignant cell maker gene signature for predicting prognosis in high-risk neuroblastoma	14
Long-range temporal correlations in resting state alpha oscillations in major depressive disorder and obsessive-compulsive disorder	14
Editorial: Multimodal brain data integration and computational modeling	14
Editorial: Addressing large scale computing challenges in neuroscience: current advances and future directions	14
SynSpine: an automated workflow for the generation of longitudinal spinal cord synthetic MRI data	14
2.5D and 3D segmentation of brain metastases with deep learning on multinational MRI data	14
Discovering optimal features for neuron-type identification from extracellular recordings	13
Machine learning reveals interhemispheric somatosensory coherence as indicator of anesthetic depth	13
SDA: a data-driven algorithm that detects functional states applied to the EEG of Guhyasamaja meditation	13
A systematic comparison of deep learning methods for EEG time series analysis	13
The Multicentre Acute ischemic stroke imaGIng and Clinical data (MAGIC) repository: rationale and blueprint	13
Reliability and diagnostic performance of an automated MRI-based classifier compared with radiologists in Alzheimer’s disease	12
STEPS 4.0: Fast and memory-efficient molecular simulations of neurons at the nanoscale	12
Synthesis of diffusion-weighted MRI scalar maps from FLAIR volumes using generative adversarial networks	12
Feature Selection Techniques for a Machine Learning Model to Detect Autonomic Dysreflexia	12
BrainInsights: a comprehensive framework for pre-processing, analysis, and interpretation of neuroimaging data using traditional statistics and machine learning	11
Editorial: Weakly supervised deep learning-based methods for brain image analysis	11
Investigating cortical complexity and connectivity in rats with schizophrenia	11
Contrastive self-supervised learning for neurodegenerative disorder classification	11
Translating single-neuron axonal reconstructions into meso-scale connectivity statistics in the mouse somatosensory thalamus	11
Brain-Computer Interface using neural network and temporal-spectral features	11
Events in context—The HED framework for the study of brain, experience and behavior	11
Enhanced heart sound anomaly detection via WCOS: a semi-supervised framework integrating wavelet, autoencoder and SVM	11
Power spectral analysis of voltage-gated channels in neurons	11
Neuroimaging article reexecution and reproduction assessment system	10
Dynamic topological data analysis: a novel fractal dimension-based testing framework with application to brain signals	10
Editorial: Reproducible analysis in neuroscience	10
Brain structural alterations in young girls with Rett syndrome: A voxel-based morphometry and tract-based spatial statistics study	10
Can micro-expressions be used as a biomarker for autism spectrum disorder?	10

PyDapsys: an open-source library for accessing electrophysiology data recorded with DAPSYS	10
Matlab Open Source Code: Noise-Assisted Multivariate Empirical Mode Decomposition Based Causal Decomposition for Causality Inference of Bivariate Time Series	9
Editorial: Navigating the landscape of FAIR data sharing and reuse: repositories, standards, and resources	9
EPAT: a user-friendly MATLAB toolbox for EEG/ERP data processing and analysis	9
Software and pipelines for registration and analyses of rodent brain image data in reference atlas space	9
Impact of interferon-β and dimethyl fumarate on nonlinear dynamical characteristics of electroencephalogram signatures in patients with multiple sclerosis	9
Multiscale co-simulation design pattern for neuroscience applications	9
Patterns of inflammation, microstructural alterations, and sodium accumulation define multiple sclerosis subtypes after 15 years from onset	9
Explainable artificial intelligence based on feature optimization for age at onset prediction of spinocerebellar ataxia type 3	9
Editorial: Physical neuromorphic computing and its industrial applications	9
Building a realistic, scalable memory model with independent engrams using a homeostatic mechanism	9
Classification of ROI-based fMRI data in short-term memory tasks using discriminant analysis and neural networks	9
Identifying discriminative features of brain network for prediction of Alzheimer’s disease using graph theory and machine learning	9
FAIR in action: Brain-CODE - A neuroscience data sharing platform to accelerate brain research	9
Decoding EEG rhythms offline and online during motor imagery for standing and sitting based on a brain-computer interface	8
Editorial: Recent applications of noninvasive physiological signals and artificial intelligence	8
On the need for abstract, deep reinforcement learning models in neuroscience	8
A high-resolution dataset of mouse brain vasculature for deep learning-based reconstruction	8
A canonical polyadic tensor basis for fast Bayesian estimation of multi-subject brain activation patterns	8
Neural simulation pipeline: Enabling container-based simulations on-premise and in public clouds	8
Introducing Region Based Pooling for handling a varied number of EEG channels for deep learning models	8
Progressive 3D biomedical image registration network based on deep self-calibration	8
Efficient simulation of neural development using shared memory parallelization	8
The ROSMAP project: aging and neurodegenerative diseases through omic sciences	7
Turbulent dynamics and whole-brain modeling: toward new clinical applications for traumatic brain injury	7
Efficient parameter calibration and real-time simulation of large-scale spiking neural networks with GeNN and NEST	7
Differential processing of intrinsic vs. extrinsic coordinates in wrist movement: connectivity and chronometry perspectives	7
Quantifying evoked responses through information-theoretical measures	7
Brain subnetworks most sensitive to alterations of functional connectivity in Schizophrenia: a data-driven approach	7
Deep CNN ResNet-18 based model with attention and transfer learning for Alzheimer's disease detection	7
Enhancing brain tumor detection in MRI with a rotation invariant Vision Transformer	7
Sensitivity analysis of a mathematical model of Alzheimer's disease progression unveils important causal pathways	7
Improving the detection of sleep slow oscillations in electroencephalographic data	7
A Robust Modular Automated Neuroimaging Pipeline for Model Inputs to TheVirtualBrain	7
Large language models can extract metadata for annotation of human neuroimaging publications	7
Editorial: Bringing together data- and knowledge-driven solutions for a better understanding and effective diagnostics of neurological disorders	7
A new machine learning model for predicting severity prognosis in patients with pulmonary embolism: Study protocol from Wenzhou, China	7
Improving EEG classification of alcoholic and control subjects using DWT-CNN-BiGRU with various noise filtering techniques	7
Multi illumination color constancy based on multi-scale supervision and single-scale estimation cascade convolution neural network	7
Motor imagery-based brain-computer interfaces: an exploration of multiclass motor imagery-based control for Emotiv EPOC X	7
SparNet: A Convolutional Neural Network for EEG Space-Frequency Feature Learning and Depression Discrimination	6
Evaluation of an English language phoneme-based imagined speech brain computer interface with low-cost electroencephalography	6
Functional MRI study of feedback-based reinforcement learning in depression	6
A Physics Informed Neural Network (PINN) framework for fractional order modeling of Alzheimer's disease	6
Artificial intelligence role in advancement of human brain connectome studies	6
suMRak: a multi-tool solution for preclinical brain MRI data analysis	6
An enhanced deep deterministic policy gradient algorithm for intelligent control of robotic arms	6
Maximum likelihood-based estimation of diffusion coefficient is quick and reliable method for analyzing estradiol actions on surface receptor movements	6
The image and data archive at the laboratory of neuro imaging	6
Modernizing the NEURON Simulator for Sustainability, Portability, and Performance	6
M3: using mask-attention and multi-scale for multi-modal brain MRI classification	6
A generalized deep learning network for fractional anisotropy reconstruction: Application to epilepsy and multiple sclerosis	6
A System-on-Chip Based Hybrid Neuromorphic Compute Node Architecture for Reproducible Hyper-Real-Time Simulations of Spiking Neural Networks	6
Efficient federated learning for distributed neuroimaging data	6
Test-retest reliability of peak location in the sensorimotor network of resting state fMRI for potential rTMS targets	6
FUSION-AD: interpretable AI framework for risk assessment and subgroup discovery in Alzheimer's disease	5
Effects of individualized brain anatomies and EEG electrode positions on inferred activity of the primary auditory cortex	5
A fast and robust hippocampal subfields segmentation: HSF revealing lifespan volumetric dynamics	5
Early detection of mild cognitive impairment through neuropsychological tests in population screenings: a decision support system integrating ontologies and machine learning	5
Review of Generative Adversarial Networks in mono- and cross-modal biomedical image registration	5
Neural network system for analyzing statistical factors of patients for predicting the survival of dental implants	5
Domain adaptation for EEG-based, cross-subject epileptic seizure prediction	5
Brain MRI sequence and view plane identification using deep learning	5
Microglial morphometric analysis: so many options, so little consistency	5
Digitoids: a novel computational platform for mimicking oxygen-dependent firing of neurons in vitro	5
Commentary: Accelerating spiking neural network simulations with PymoNNto and PymoNNtorch	5
Identifying natural inhibitors against FUS protein in dementia through machine learning, molecular docking, and dynamics simulation	5
Enhancing human activity recognition for the elderly and individuals with disabilities through optimized Internet-of-Things and artificial intelligence integration with advanced neural networks	5
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	5
Software tool for visualization of a probabilistic map of the epileptogenic zone from seizure semiologies	5
Non-stationary neural signal to image conversion framework for image-based deep learning algorithms	5
Harmonizing AI governance regulations and neuroinformatics: perspectives on privacy and data sharing	4
Comparing feature selection and machine learning approaches for predicting CYP2D6 methylation from genetic variation	4
Neuromorphic-P2M: processing-in-pixel-in-memory paradigm for neuromorphic image sensors	4
An enhanced ant colony optimizer with Cauchy-Gaussian fusion and novel movement strategy for multi-threshold COVID-19 X-ray image segmentation	4
An accessible and versatile deep learning-based sleep stage classifier	4
Intradialytic hypotension prediction using covariance matrix-driven whale optimizer with orthogonal structure-assisted extreme learning machine	4
The EBRAINS Hodgkin-Huxley Neuron Builder: An online resource for building data-driven neuron models	4
The pursuit of approaches to federate data to accelerate Alzheimer’s disease and related dementia research: GAAIN, DPUK, and ADDI	4
Quantitative assessment of neurodevelopmental maturation: a comprehensive systematic literature review of artificial intelligence-based brain age prediction in pediatric populations	4

Brian2CUDA: Flexible and Efficient Simulation of Spiking Neural Network Models on GPUs	4
The Locare workflow: representing neuroscience data locations as geometric objects in 3D brain atlases	4
Enabling uncertainty estimation in neural networks through weight perturbation for improved Alzheimer's disease classification	4
NeuroDecodeR: a package for neural decoding in R	4
NeuroWRAP: integrating, validating, and sharing neurodata analysis workflows	4
Bridging neuroscience and AI: a survey on large language models for neurological signal interpretation	4
Reproducible supervised learning-assisted classification of spontaneous synaptic waveforms with Eventer	4
Expected affine: A registration method for damaged section in serial sections electron microscopy	4
Learning the heterogeneous representation of brain's structure from serial SEM images using a masked autoencoder	4
Novel methods for elucidating modality importance in multimodal electrophysiology classifiers	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
Editorial: Advanced EEG analysis techniques for neurological disorders	4
CycleGAN models show consistent brain MRI synthesis across datasets supporting downstream tissue characterization in multiple sclerosis	4
Exploring white matter dynamics and morphology through interactive numerical phantoms: the White Matter Generator	4