OOIR: Observatory of International Research

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 2021-11-01 to 2025-11-01.)

Article	Citations
A multi-head self-attention deep learning approach for detection and recommendation of neuromagnetic high frequency oscillations in epilepsy	147
hvEEGNet: a novel deep learning model for high-fidelity EEG reconstruction	97
Chronic jet lag-like conditions dysregulate molecular profiles of neurological disorders in nucleus accumbens and prefrontal cortex	87
Editorial: Innovative methods for sleep staging using neuroinformatics	78
The quest to share data	64
Epileptic brain imaging by source localization CLARA supported by ictal-based semiology and VEEG in resource-limited settings	49
FN-OCT: Disease Detection Algorithm for Retinal Optical Coherence Tomography Based on a Fusion Network	45
Intra-V1 functional networks and classification of observed stimuli	43
versaFlow: a versatile pipeline for resolution adapted diffusion MRI processing and its application to studying the variability of the PRIME-DE database	41
Predicting the clinical prognosis of acute ischemic stroke using machine learning: an application of radiomic biomarkers on non-contrast CT after intravascular interventional treatment	37
Systems Neuroscience Computing in Python (SyNCoPy): a python package for large-scale analysis of electrophysiological data	36
Editorial: Neuroinformatics of large-scale brain modelling	35
State-dependent modulation of thalamocortical oscillations by gamma light flicker with different frequencies, intensities, and duty cycles	33
Detection of pulmonary embolism severity using clinical characteristics, hematological indices, and machine learning techniques	32
A computational model of Alzheimer's disease at the nano, micro, and macroscales	29
Magnetic Resonance Imaging Sequence Identification Using a Metadata Learning Approach	27
A standardized accelerometry method for characterizing tremor: Application and validation in an ageing population with postural and action tremor	26
Finding the limits of deep learning clinical sensitivity with fractional anisotropy (FA) microstructure maps	25
SynCoPa: Visualizing Connectivity Paths and Synapses Over Detailed Morphologies	24
Unsupervised method for representation transfer from one brain to another	24
Multiple sclerosis and breast cancer risk: a meta-analysis of observational and Mendelian randomization studies	23
Web-based processing of physiological noise in fMRI: addition of the PhysIO toolbox to CBRAIN	23
Erratum: Mapping and validating a point neuron model on Intel's neuromorphic hardware Loihi	22