OOIR: Observatory of International Research

Papers

(The H4-Index of Frontiers in Neuroinformatics is 21. 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 2022-01-01 to 2026-01-01.)

Article	Citations
A multi-head self-attention deep learning approach for detection and recommendation of neuromagnetic high frequency oscillations in epilepsy	103
Chronic jet lag-like conditions dysregulate molecular profiles of neurological disorders in nucleus accumbens and prefrontal cortex	98
Editorial: Innovative methods for sleep staging using neuroinformatics	83
The quest to share data	73
Epileptic brain imaging by source localization CLARA supported by ictal-based semiology and VEEG in resource-limited settings	50
FN-OCT: Disease Detection Algorithm for Retinal Optical Coherence Tomography Based on a Fusion Network	47
Intra-V1 functional networks and classification of observed stimuli	46
hvEEGNet: a novel deep learning model for high-fidelity EEG reconstruction	42
versaFlow: a versatile pipeline for resolution adapted diffusion MRI processing and its application to studying the variability of the PRIME-DE database	39
Predicting the clinical prognosis of acute ischemic stroke using machine learning: an application of radiomic biomarkers on non-contrast CT after intravascular interventional treatment	38
A computational model of Alzheimer's disease at the nano, micro, and macroscales	37
Editorial: Neuroinformatics of large-scale brain modelling	34
Detection of pulmonary embolism severity using clinical characteristics, hematological indices, and machine learning techniques	32
Systems Neuroscience Computing in Python (SyNCoPy): a python package for large-scale analysis of electrophysiological data	30
State-dependent modulation of thalamocortical oscillations by gamma light flicker with different frequencies, intensities, and duty cycles	28
A standardized accelerometry method for characterizing tremor: Application and validation in an ageing population with postural and action tremor	28
Finding the limits of deep learning clinical sensitivity with fractional anisotropy (FA) microstructure maps	27
Unsupervised method for representation transfer from one brain to another	26
Multiple sclerosis and breast cancer risk: a meta-analysis of observational and Mendelian randomization studies	26
Erratum: Mapping and validating a point neuron model on Intel's neuromorphic hardware Loihi	24
A neuronal imaging dataset for deep learning in the reconstruction of single-neuron axons	23
Correction: Transdiagnostic clustering of self-schema from self-referential judgements identifies subtypes of healthy personality and depression	21
Efficient Simulation of 3D Reaction-Diffusion in Models of Neurons and Networks	21
Tracking axon initial segment plasticity using high-density microelectrode arrays: A computational study	21