OOIR: Observatory of International Research

Papers

(The TQCC of Frontiers in Neuroinformatics is 6. 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 2020-07-01 to 2024-07-01.)

Article	Citations
Automatic Diagnosis of Schizophrenia in EEG Signals Using CNN-LSTM Models	94
A Systemic Review of Available Low-Cost EEG Headsets Used for Drowsiness Detection	85
Clinica: An Open-Source Software Platform for Reproducible Clinical Neuroscience Studies	60
Review of Deep Learning Approaches for the Segmentation of Multiple Sclerosis Lesions on Brain MRI	54
Machine Learning Methods for Diagnosing Autism Spectrum Disorder and Attention- Deficit/Hyperactivity Disorder Using Functional and Structural MRI: A Survey	50
SARA-GAN: Self-Attention and Relative Average Discriminator Based Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction	50
X-Vectors: New Quantitative Biomarkers for Early Parkinson's Disease Detection From Speech	40
Nutil: A Pre- and Post-processing Toolbox for Histological Rodent Brain Section Images	35
neuPrint: An open access tool for EM connectomics	35
CoMB-Deep: Composite Deep Learning-Based Pipeline for Classifying Childhood Medulloblastoma and Its Classes	33
Half-UNet: A Simplified U-Net Architecture for Medical Image Segmentation	33
PyGeNN: A Python Library for GPU-Enhanced Neural Networks	29
An Evaluation of the EEG Alpha-to-Theta and Theta-to-Alpha Band Ratios as Indexes of Mental Workload	26
DarkASDNet: Classification of ASD on Functional MRI Using Deep Neural Network	26
Bridging Scales in Alzheimer's Disease: Biological Framework for Brain Simulation With The Virtual Brain	25
Deep Learning in Large and Multi-Site Structural Brain MR Imaging Datasets	24
Machine learning for autism spectrum disorder diagnosis using structural magnetic resonance imaging: Promising but challenging	24
3D Segmentation of Perivascular Spaces on T1-Weighted 3 Tesla MR Images With a Convolutional Autoencoder and a U-Shaped Neural Network	23
NeuroRA: A Python Toolbox of Representational Analysis From Multi-Modal Neural Data	23
BIDScoin: A User-Friendly Application to Convert Source Data to Brain Imaging Data Structure	22
Modernizing the NEURON Simulator for Sustainability, Portability, and Performance	22
DR-IIXRN : Detection Algorithm of Diabetic Retinopathy Based on Deep Ensemble Learning and Attention Mechanism	21
TReC: Transferred ResNet and CBAM for Detecting Brain Diseases	20
FN-OCT: Disease Detection Algorithm for Retinal Optical Coherence Tomography Based on a Fusion Network	20
Medical Image Interpolation Using Recurrent Type-2 Fuzzy Neural Network	20

THINGSvision: A Python Toolbox for Streamlining the Extraction of Activations From Deep Neural Networks	19
A Toolbox and Crowdsourcing Platform for Automatic Labeling of Independent Components in Electroencephalography	18
Scale-free and oscillatory spectral measures of sleep stages in humans	17
Multi-Scale Graph Representation Learning for Autism Identification With Functional MRI	16
Semi-Supervised Learning in Medical Images Through Graph-Embedded Random Forest	16
A Systematic Approach for Explaining Time and Frequency Features Extracted by Convolutional Neural Networks From Raw Electroencephalography Data	16
Classification of Schizophrenia by Functional Connectivity Strength Using Functional Near Infrared Spectroscopy	15
Integrative Base Ontology for the Research Analysis of Alzheimer’s Disease-Related Mild Cognitive Impairment	14
Constructing Brain Connectivity Model Using Causal Network Reconstruction Approach	14
Comparison of Resampling Techniques for Imbalanced Datasets in Machine Learning: Application to Epileptogenic Zone Localization From Interictal Intracranial EEG Recordings in Patients With Focal Epile	14
Microglial morphometric analysis: so many options, so little consistency	14
QuNex—An integrative platform for reproducible neuroimaging analytics	14
A Quantitative EEG Toolbox for the MNI Neuroinformatics Ecosystem: Normative SPM of EEG Source Spectra	14
A Quick and Easy Way to Estimate Entropy and Mutual Information for Neuroscience	13
A Validation of Supervised Deep Learning for Gait Analysis in the Cat	13
vol2Brain: A New Online Pipeline for Whole Brain MRI Analysis	13
Multi-Dimensional Enhanced Seizure Prediction Framework Based on Graph Convolutional Network	13
SparNet: A Convolutional Neural Network for EEG Space-Frequency Feature Learning and Depression Discrimination	12
QDECR: A Flexible, Extensible Vertex-Wise Analysis Framework in R	12
Feature Selection Techniques for a Machine Learning Model to Detect Autonomic Dysreflexia	12
Large-scale biophysically detailed model of somatosensory thalamocortical circuits in NetPyNE	12
Development of a Non-invasive Deep Brain Stimulator With Precise Positioning and Real-Time Monitoring of Bioimpedance	11
JUN and PDGFRA as Crucial Candidate Genes for Childhood Autism Spectrum Disorder	11
The Brain Observatory Storage Service and Database (BossDB): A Cloud-Native Approach for Petascale Neuroscience Discovery	11
Multi-threshold image segmentation for melanoma based on Kapur’s entropy using enhanced ant colony optimization	10
Novel methods for elucidating modality importance in multimodal electrophysiology classifiers	10
2.5D and 3D segmentation of brain metastases with deep learning on multinational MRI data	10
Advances in Astrocyte Computational Models: From Metabolic Reconstructions to Multi-omic Approaches	10
From Coarse to Fine-Grained Parcellation of the Cortical Surface Using a Fiber-Bundle Atlas	10
Comparative Study of Multi-Delay Pseudo-Continuous Arterial Spin Labeling Perfusion MRI and CT Perfusion in Ischemic Stroke Disease	10
MP3: Medical Software for Processing Multi-Parametric Images Pipelines	9
Sparse Logistic Regression With L1/2 Penalty for Emotion Recognition in Electroencephalography Classification	9
The Stroke Neuro-Imaging Phenotype Repository: An Open Data Science Platform for Stroke Research	9
Novel Hybrid Brain-Computer Interface for Virtual Reality Applications Using Steady-State Visual-Evoked Potential-Based Brain–Computer Interface and Electrooculogram-Based Eye Tracking for Increased I	9
Multimodal Ensemble Deep Learning to Predict Disruptive Behavior Disorders in Children	9
FlywheelTools: Data Curation and Manipulation on the Flywheel Platform	9
Deploying and Optimizing Embodied Simulations of Large-Scale Spiking Neural Networks on HPC Infrastructure	9
Comparing the Electrophysiology and Morphology of Human and Mouse Layer 2/3 Pyramidal Neurons With Bayesian Networks	8
Regional Brain Fusion: Graph Convolutional Network for Alzheimer's Disease Prediction and Analysis	8
Machine Learning Techniques for the Diagnosis of Schizophrenia Based on Event-Related Potentials	8
Advancing Prediction of Risk of Intraoperative Massive Blood Transfusion in Liver Transplantation With Machine Learning Models. A Multicenter Retrospective Study	8
A Multi-Scale Computational Model of Excitotoxic Loss of Dopaminergic Cells in Parkinson's Disease	8
Prediction model for suicide based on back propagation neural network and multilayer perceptron	8
An Automated Approach for the Detection of Alzheimer's Disease From Resting State Electroencephalography	8
Fiber Clustering Acceleration With a Modified Kmeans++ Algorithm Using Data Parallelism	8
Brian2CUDA: Flexible and Efficient Simulation of Spiking Neural Network Models on GPUs	8
Bioinformatic Analysis of the Proteome in Exosomes Derived From Plasma: Exosomes Involved in Cholesterol Metabolism Process of Patients With Spinal Cord Injury in the Acute Phase	8
Neural network system for analyzing statistical factors of patients for predicting the survival of dental implants	8
LLRHNet: Multiple Lesions Segmentation Using Local-Long Range Features	7
An RBF neural network based on improved black widow optimization algorithm for classification and regression problems	7

Providing Evidence for the Null Hypothesis in Functional Magnetic Resonance Imaging Using Group-Level Bayesian Inference	7
A Hybrid Deep Learning Method for Early and Late Mild Cognitive Impairment Diagnosis With Incomplete Multimodal Data	7
A Robust Modular Automated Neuroimaging Pipeline for Model Inputs to TheVirtualBrain	7
Supervised Learning With Perceptual Similarity for Multimodal Gene Expression Registration of a Mouse Brain Atlas	7
Routing Brain Traffic Through the Von Neumann Bottleneck: Parallel Sorting and Refactoring	7
Studying the Factors of Human Carotid Atherosclerotic Plaque Rupture, by Calculating Stress/Strain in the Plaque, Based on CEUS Images: A Numerical Study	7
Extended Invariant Information Clustering Is Effective for Leave-One-Site-Out Cross-Validation in Resting State Functional Connectivity Modeling	7
On the Minimal Amount of EEG Data Required for Learning Distinctive Human Features for Task-Dependent Biometric Applications	7
Statistical Analysis of Graph-Theoretic Indices to Study EEG-TMS Connectivity in Patients With Depression	7
Knowledge Representation for Multi-Scale Physiology Route Modeling	7
Identifying Boys With Autism Spectrum Disorder Based on Whole-Brain Resting-State Interregional Functional Connections Using a Boruta-Based Support Vector Machine Approach	7
Fast Simulation of a Multi-Area Spiking Network Model of Macaque Cortex on an MPI-GPU Cluster	7
A Modular Workflow for Performance Benchmarking of Neuronal Network Simulations	7
Deep Neuro-Vision Embedded Architecture for Safety Assessment in Perceptive Advanced Driver Assistance Systems: The Pedestrian Tracking System Use-Case	7
Interpretable evaluation for the Brunnstrom recovery stage of the lower limb based on wearable sensors	7
Time-Frequency Representations of Brain Oscillations: Which One Is Better?	7
A Spelling Paradigm With an Added Red Dot Improved the P300 Speller System Performance	6
Effects of Visual Attentional Load on the Tactile Sensory Memory Indexed by Somatosensory Mismatch Negativity	6
From End to End: Gaining, Sorting, and Employing High-Density Neural Single Unit Recordings	6
Brian2Loihi: An emulator for the neuromorphic chip Loihi using the spiking neural network simulator Brian	6
The role of wrist-worn technology in the management of Parkinson’s disease in daily life: A narrative review	6
Self-Regulation in the Time of Lockdown	6
A review: Music-emotion recognition and analysis based on EEG signals	6
Temporal and spatial dynamic propagation of electroencephalogram by combining power spectral and synchronization in childhood absence epilepsy	6
bSRWPSO-FKNN: A boosted PSO with fuzzy K-nearest neighbor classifier for predicting atopic dermatitis disease	6
Browsing Multiple Subjects When the Atlas Adaptation Cannot Be Achieved via a Warping Strategy	6
Experimental Pipeline (Expipe): A Lightweight Data Management Platform to Simplify the Steps From Experiment to Data Analysis	6
Age-Specific Adult Rat Brain MRI Templates and Tissue Probability Maps	6