OOIR: Observatory of International Research

Papers

(The H4-Index of Frontiers in Neuroinformatics is 23. 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 2022-06-01 to 2026-06-01.)

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
A standardized accelerometry method for characterizing tremor: Application and validation in an ageing population with postural and action tremor	32
Editorial: Neuroinformatics of large-scale brain modelling	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
State-dependent modulation of thalamocortical oscillations by gamma light flicker with different frequencies, intensities, and duty cycles	30
Unsupervised method for representation transfer from one brain to another	30
Multiple sclerosis and breast cancer risk: a meta-analysis of observational and Mendelian randomization studies	28
Web-based processing of physiological noise in fMRI: addition of the PhysIO toolbox to CBRAIN	27
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
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
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