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 2020-11-01 to 2024-11-01.)

Article	Citations
Automatic Diagnosis of Schizophrenia in EEG Signals Using CNN-LSTM Models	102
Clinica: An Open-Source Software Platform for Reproducible Clinical Neuroscience Studies	62
Review of Deep Learning Approaches for the Segmentation of Multiple Sclerosis Lesions on Brain MRI	58
Machine Learning Methods for Diagnosing Autism Spectrum Disorder and Attention- Deficit/Hyperactivity Disorder Using Functional and Structural MRI: A Survey	53
SARA-GAN: Self-Attention and Relative Average Discriminator Based Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction	49
X-Vectors: New Quantitative Biomarkers for Early Parkinson's Disease Detection From Speech	44
neuPrint: An open access tool for EM connectomics	43
Half-UNet: A Simplified U-Net Architecture for Medical Image Segmentation	39
CoMB-Deep: Composite Deep Learning-Based Pipeline for Classifying Childhood Medulloblastoma and Its Classes	36
An Evaluation of the EEG Alpha-to-Theta and Theta-to-Alpha Band Ratios as Indexes of Mental Workload	32
PyGeNN: A Python Library for GPU-Enhanced Neural Networks	31
3D Segmentation of Perivascular Spaces on T1-Weighted 3 Tesla MR Images With a Convolutional Autoencoder and a U-Shaped Neural Network	29
DarkASDNet: Classification of ASD on Functional MRI Using Deep Neural Network	28
Machine learning for autism spectrum disorder diagnosis using structural magnetic resonance imaging: Promising but challenging	28
Deep Learning in Large and Multi-Site Structural Brain MR Imaging Datasets	27
Modernizing the NEURON Simulator for Sustainability, Portability, and Performance	26
NeuroRA: A Python Toolbox of Representational Analysis From Multi-Modal Neural Data	26
Bridging Scales in Alzheimer's Disease: Biological Framework for Brain Simulation With The Virtual Brain	26
BIDScoin: A User-Friendly Application to Convert Source Data to Brain Imaging Data Structure	25
THINGSvision: A Python Toolbox for Streamlining the Extraction of Activations From Deep Neural Networks	24
Microglial morphometric analysis: so many options, so little consistency	23
DR-IIXRN : Detection Algorithm of Diabetic Retinopathy Based on Deep Ensemble Learning and Attention Mechanism	22