OOIR: Observatory of International Research

Papers

(The TQCC of Neuroinformatics is 8. 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 2020-04-01 to 2024-04-01.)

Article	Citations
Separating Neural Oscillations from Aperiodic 1/f Activity: Challenges and Recommendations	60
Classification of Contrasting Discrete Emotional States Indicated by EEG Based Graph Theoretical Network Measures	52
MEArec: A Fast and Customizable Testbench Simulator for Ground-truth Extracellular Spiking Activity	32
Review of Riemannian Distances and Divergences, Applied to SSVEP-based BCI	30
Deep Learning Model for the Automated Detection and Histopathological Prediction of Meningioma	29
Cross-validated Adaboost Classification of Emotion Regulation Strategies Identified by Spectral Coherence in Resting-State	28
An Optimized Mouse Brain Atlas for Automated Mapping and Quantification of Neuronal Activity Using iDISCO+ and Light Sheet Fluorescence Microscopy	28
3D Deep Neural Network Segmentation of Intracerebral Hemorrhage: Development and Validation for Clinical Trials	28
GTree: an Open-source Tool for Dense Reconstruction of Brain-wide Neuronal Population	24
DeepNeuro: an open-source deep learning toolbox for neuroimaging	24
A Standards Organization for Open and FAIR Neuroscience: the International Neuroinformatics Coordinating Facility	22
Automated Brain Masking of Fetal Functional MRI with Open Data	22
Is Neuroscience FAIR? A Call for Collaborative Standardisation of Neuroscience Data	21
Evolution of Human Brain Atlases in Terms of Content, Applications, Functionality, and Availability	21
TE-HI-GCN: An Ensemble of Transfer Hierarchical Graph Convolutional Networks for Disorder Diagnosis	20
A Systematic Evaluation of Interneuron Morphology Representations for Cell Type Discrimination	20
Reproducible Evaluation of Diffusion MRI Features for Automatic Classification of Patients with Alzheimer’s Disease	18
DREAM	17
Colocalization Colormap –an ImageJ Plugin for the Quantification and Visualization of Colocalized Signals	15
Automatic Detection of Alzheimer's Disease using Deep Learning Models and Neuro-Imaging: Current Trends and Future Perspectives	15
Scan Once, Analyse Many: Using Large Open-Access Neuroimaging Datasets to Understand the Brain	15
DeepDicomSort: An Automatic Sorting Algorithm for Brain Magnetic Resonance Imaging Data	13
Cross-Sectional Volumes and Trajectories of the Human Brain, Gray Matter, White Matter and Cerebrospinal Fluid in 9473 Typically Aging Adults	13
Addressing Pitfalls in Phase-Amplitude Coupling Analysis with an Extended Modulation Index Toolbox	12
Improved Segmentation of the Intracranial and Ventricular Volumes in Populations with Cerebrovascular Lesions and Atrophy Using 3D CNNs	12

Deep Learning‐based Classification of Resting‐state fMRI Independent‐component Analysis	12
Stable Deep Neural Network Architectures for Mitochondria Segmentation on Electron Microscopy Volumes	12
Petabyte-Scale Multi-Morphometry of Single Neurons for Whole Brains	11
Multimodal Autoencoder Predicts fNIRS Resting State From EEG Signals	11
Decentralized Multisite VBM Analysis During Adolescence Shows Structural Changes Linked to Age, Body Mass Index, and Smoking: a COINSTAC Analysis	11
An MRI-Based, Data-Driven Model of Cortical Laminar Connectivity	11
How Machine Learning is Powering Neuroimaging to Improve Brain Health	11
Pandora: 4-D White Matter Bundle Population-Based Atlases Derived from Diffusion MRI Fiber Tractography	11
SHYBRID: A Graphical Tool for Generating Hybrid Ground-Truth Spiking Data for Evaluating Spike Sorting Performance	11
Federated Analysis of Neuroimaging Data: A Review of the Field	10
DeepMapi: a Fully Automatic Registration Method for Mesoscopic Optical Brain Images Using Convolutional Neural Networks	10
FEMfuns: A Volume Conduction Modeling Pipeline that Includes Resistive, Capacitive or Dispersive Tissue and Electrodes	10
Federated Analysis in COINSTAC Reveals Functional Network Connectivity and Spectral Links to Smoking and Alcohol Consumption in Nearly 2,000 Adolescent Brains	9
pyPheWAS: A Phenome-Disease Association Tool for Electronic Medical Record Analysis	9
A Practical Workflow for Organizing Clinical Intraoperative and Long-term iEEG Data in BIDS	8
Towards Automated Brain Aneurysm Detection in TOF-MRA: Open Data, Weak Labels, and Anatomical Knowledge	8
Multiple Functional Brain Networks Related to Pain Perception Revealed by fMRI	8
EBRAINS Live Papers - Interactive Resource Sheets for Computational Studies in Neuroscience	8
RippleNet: a Recurrent Neural Network for Sharp Wave Ripple (SPW-R) Detection	8
Human Brain Atlases in Stroke Management	8
Promoting FAIR Data Through Community-driven Agile Design: the Open Data Commons for Spinal Cord Injury (odc-sci.org)	8