OOIR: Observatory of International Research

Papers

(The H4-Index of Frontiers in Neuroinformatics is 20. 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 2020-03-01 to 2024-03-01.)

Article	Citations
Automatic Diagnosis of Schizophrenia in EEG Signals Using CNN-LSTM Models	81
A Systemic Review of Available Low-Cost EEG Headsets Used for Drowsiness Detection	78
A Machine Learning Approach for the Differential Diagnosis of Alzheimer and Vascular Dementia Fed by MRI Selected Features	65
Clinica: An Open-Source Software Platform for Reproducible Clinical Neuroscience Studies	55
Review of Deep Learning Approaches for the Segmentation of Multiple Sclerosis Lesions on Brain MRI	50
SARA-GAN: Self-Attention and Relative Average Discriminator Based Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction	47
Machine Learning Methods for Diagnosing Autism Spectrum Disorder and Attention- Deficit/Hyperactivity Disorder Using Functional and Structural MRI: A Survey	41
X-Vectors: New Quantitative Biomarkers for Early Parkinson's Disease Detection From Speech	33
Nutil: A Pre- and Post-processing Toolbox for Histological Rodent Brain Section Images	29
EEG Signal Reconstruction Using a Generative Adversarial Network With Wasserstein Distance and Temporal-Spatial-Frequency Loss	29
CoMB-Deep: Composite Deep Learning-Based Pipeline for Classifying Childhood Medulloblastoma and Its Classes	28
Finite Element Simulation of Ionic Electrodiffusion in Cellular Geometries	26
PyGeNN: A Python Library for GPU-Enhanced Neural Networks	26
neuPrint: An open access tool for EM connectomics	26
Half-UNet: A Simplified U-Net Architecture for Medical Image Segmentation	24
DarkASDNet: Classification of ASD on Functional MRI Using Deep Neural Network	24
Robust Monte-Carlo Simulations in Diffusion-MRI: Effect of the Substrate Complexity and Parameter Choice on the Reproducibility of Results	24
Simulation of a Human-Scale Cerebellar Network Model on the K Computer	22
Bridging Scales in Alzheimer's Disease: Biological Framework for Brain Simulation With The Virtual Brain	20
NeuroRA: A Python Toolbox of Representational Analysis From Multi-Modal Neural Data	20
Automated Hierarchy Evaluation System of Large Vessel Occlusion in Acute Ischemia Stroke	20