OOIR: Observatory of International Research

Papers

(The TQCC of Neuroinformatics is 7. 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
Separating Neural Oscillations from Aperiodic 1/f Activity: Challenges and Recommendations	86
Classification of Contrasting Discrete Emotional States Indicated by EEG Based Graph Theoretical Network Measures	63
Cross-validated Adaboost Classification of Emotion Regulation Strategies Identified by Spectral Coherence in Resting-State	32
A Standards Organization for Open and FAIR Neuroscience: the International Neuroinformatics Coordinating Facility	29
Automatic Detection of Alzheimer's Disease using Deep Learning Models and Neuro-Imaging: Current Trends and Future Perspectives	27
TE-HI-GCN: An Ensemble of Transfer Hierarchical Graph Convolutional Networks for Disorder Diagnosis	27
Automated Brain Masking of Fetal Functional MRI with Open Data	27
Is Neuroscience FAIR? A Call for Collaborative Standardisation of Neuroscience Data	26
Scan Once, Analyse Many: Using Large Open-Access Neuroimaging Datasets to Understand the Brain	22
How Machine Learning is Powering Neuroimaging to Improve Brain Health	20
DREAM	20
Improved Segmentation of the Intracranial and Ventricular Volumes in Populations with Cerebrovascular Lesions and Atrophy Using 3D CNNs	17
Federated Analysis of Neuroimaging Data: A Review of the Field	17
Stable Deep Neural Network Architectures for Mitochondria Segmentation on Electron Microscopy Volumes	16
Towards Automated Brain Aneurysm Detection in TOF-MRA: Open Data, Weak Labels, and Anatomical Knowledge	16
Pandora: 4-D White Matter Bundle Population-Based Atlases Derived from Diffusion MRI Fiber Tractography	15
Multimodal Autoencoder Predicts fNIRS Resting State From EEG Signals	15
Deep Learning‐based Classification of Resting‐state fMRI Independent‐component Analysis	14
Multiple Functional Brain Networks Related to Pain Perception Revealed by fMRI	14
pyPheWAS: A Phenome-Disease Association Tool for Electronic Medical Record Analysis	14
A Practical Workflow for Organizing Clinical Intraoperative and Long-term iEEG Data in BIDS	13
Promoting FAIR Data Through Community-driven Agile Design: the Open Data Commons for Spinal Cord Injury (odc-sci.org)	12
RippleNet: a Recurrent Neural Network for Sharp Wave Ripple (SPW-R) Detection	12
Petabyte-Scale Multi-Morphometry of Single Neurons for Whole Brains	12
Decentralized Multisite VBM Analysis During Adolescence Shows Structural Changes Linked to Age, Body Mass Index, and Smoking: a COINSTAC Analysis	11

Federated Analysis in COINSTAC Reveals Functional Network Connectivity and Spectral Links to Smoking and Alcohol Consumption in Nearly 2,000 Adolescent Brains	11
EBRAINS Live Papers - Interactive Resource Sheets for Computational Studies in Neuroscience	11
3dSpAn: An interactive software for 3D segmentation and analysis of dendritic spines	11
Generating Longitudinal Atrophy Evaluation Datasets on Brain Magnetic Resonance Images Using Convolutional Neural Networks and Segmentation Priors	9
Automated Head Tissue Modelling Based on Structural Magnetic Resonance Images for Electroencephalographic Source Reconstruction	9
MEA-ToolBox: an Open Source Toolbox for Standardized Analysis of Multi-Electrode Array Data	8
Towards an Architecture of a Multi-purpose, User-Extendable Reference Human Brain Atlas	8
Automatic Cerebral Hemisphere Segmentation in Rat MRI with Ischemic Lesions via Attention-based Convolutional Neural Networks	7
Controlling for Spurious Nonlinear Dependence in Connectivity Analyses	7
Transfer, Collection and Organisation of Electrophysiological and Imaging Data for Multicentre Studies	7
Multimodal 3D Mouse Brain Atlas Framework with the Skull-Derived Coordinate System	7
Chronic Mild Traumatic Brain Injury: Aberrant Static and Dynamic Connectomic Features Identified Through Machine Learning Model Fusion	7
Excavating FAIR Data: the Case of the Multicenter Animal Spinal Cord Injury Study (MASCIS), Blood Pressure, and Neuro-Recovery	7
A Graph-Based Nonlinear Dynamic Characterization of Motor Imagery Toward an Enhanced Hybrid BCI	7
Convolutional Neural Network Based Frameworks for Fast Automatic Segmentation of Thalamic Nuclei from Native and Synthesized Contrast Structural MRI	7
NeuroCrypt: Machine Learning Over Encrypted Distributed Neuroimaging Data	7