Frontiers in Neuroinformatics

Papers
(The H4-Index of Frontiers in Neuroinformatics is 22. 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 2021-08-01 to 2025-08-01.)
ArticleCitations
Editorial: Innovative methods for sleep staging using neuroinformatics139
Chronic jet lag-like conditions dysregulate molecular profiles of neurological disorders in nucleus accumbens and prefrontal cortex84
The quest to share data84
A multi-head self-attention deep learning approach for detection and recommendation of neuromagnetic high frequency oscillations in epilepsy78
hvEEGNet: a novel deep learning model for high-fidelity EEG reconstruction64
FN-OCT: Disease Detection Algorithm for Retinal Optical Coherence Tomography Based on a Fusion Network52
Intra-V1 functional networks and classification of observed stimuli45
Predicting the clinical prognosis of acute ischemic stroke using machine learning: an application of radiomic biomarkers on non-contrast CT after intravascular interventional treatment43
Systems Neuroscience Computing in Python (SyNCoPy): a python package for large-scale analysis of electrophysiological data38
Detection of pulmonary embolism severity using clinical characteristics, hematological indices, and machine learning techniques34
Editorial: Neuroinformatics of large-scale brain modelling33
State-dependent modulation of thalamocortical oscillations by gamma light flicker with different frequencies, intensities, and duty cycles32
A computational model of Alzheimer's disease at the nano, micro, and macroscales31
versaFlow: a versatile pipeline for resolution adapted diffusion MRI processing and its application to studying the variability of the PRIME-DE database30
Magnetic Resonance Imaging Sequence Identification Using a Metadata Learning Approach29
A standardized accelerometry method for characterizing tremor: Application and validation in an ageing population with postural and action tremor28
Tracking axon initial segment plasticity using high-density microelectrode arrays: A computational study26
Erratum: Mapping and validating a point neuron model on Intel's neuromorphic hardware Loihi26
Finding the limits of deep learning clinical sensitivity with fractional anisotropy (FA) microstructure maps25
Unsupervised method for representation transfer from one brain to another25
Multi-threshold image segmentation for melanoma based on Kapur’s entropy using enhanced ant colony optimization23
Efficient Simulation of 3D Reaction-Diffusion in Models of Neurons and Networks22
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