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 2021-04-01 to 2025-04-01.)

Article	Citations
The Neuron Phenotype Ontology: A FAIR Approach to Proposing and Classifying Neuronal Types	132
Deep Learning Methods for Identification of White Matter Fiber Tracts: Review of State-of-the-Art and Future Prospective	71
NeuroCrypt: Machine Learning Over Encrypted Distributed Neuroimaging Data	37
Correction to: A Standards Organization for Open and FAIR Neuroscience: the International Neuroinformatics Coordinating Facility	33
Building Models of Functional Interactions Among Brain Domains that Encode Varying Information Complexity: A Schizophrenia Case Study	32
Decentralized Brain Age Estimation Using MRI Data	28
A Measure of Concurrent Neural Firing Activity Based on Mutual Information	28
ABLE: Automated Brain Lines Extraction Based on Laplacian Surface Collapse	26
Deconvolution of the Functional Ultrasound Response in the Mouse Visual Pathway Using Block-Term Decomposition	25
On the Long-term Archiving of Research Data	25
Estimating the Parameters of the Epileptor Model for Epileptic Seizure Suppression	24
Scan Once, Analyse Many: Using Large Open-Access Neuroimaging Datasets to Understand the Brain	23
Cortical Representation of Touch in Silico	22
ABCD_Harmonizer: An Open-source Tool for Mapping and Controlling for Scanner Induced Variance in the Adolescent Brain Cognitive Development Study	19
Neuroimaging-ITM: A Text Mining Pipeline Combining Deep Adversarial Learning with Interaction Based Topic Modeling for Enabling the FAIR Neuroimaging Study	16
NiftyPAD - Novel Python Package for Quantitative Analysis of Dynamic PET Data	14
A Practical Workflow for Organizing Clinical Intraoperative and Long-term iEEG Data in BIDS	14
Localization and Registration of 2D Histological Mouse Brain Images in 3D Atlas Space	14
Towards Automated Brain Aneurysm Detection in TOF-MRA: Open Data, Weak Labels, and Anatomical Knowledge	14
Modelling Cortical Laminar Connectivity in the Macaque Brain	12
Cross-validated Adaboost Classification of Emotion Regulation Strategies Identified by Spectral Coherence in Resting-State	12
Comparison of Three Automated Approaches for Classification of Amyloid-PET Images	11
RS-FetMRI: a MATLAB-SPM Based Tool for Pre-processing Fetal Resting-State fMRI Data	11
Pitfalls and Recommended Strategies and Metrics for Suppressing Motion Artifacts in Functional MRI	11
Semi-Automated Quantitative Evaluation of Neuron Developmental Morphology In Vitro Using the Change-Point Test	10

TE-HI-GCN: An Ensemble of Transfer Hierarchical Graph Convolutional Networks for Disorder Diagnosis	9
Validation Through Collaboration: Encouraging Team Efforts to Ensure Internal and External Validity of Computational Models of Biochemical Pathways	9
Deep Learning Classification of Treatment Response in Diabetic Painful Neuropathy: A Combined Machine Learning and Magnetic Resonance Neuroimaging Methodological Study	8
EBRAINS Live Papers - Interactive Resource Sheets for Computational Studies in Neuroscience	8
Population-Average Brain Templates and Application to Automated Voxel-Wise Analysis Pipelines for Cynomolgus Macaque	8
Promoting FAIR Data Through Community-driven Agile Design: the Open Data Commons for Spinal Cord Injury (odc-sci.org)	8
Stable Deep Neural Network Architectures for Mitochondria Segmentation on Electron Microscopy Volumes	8
ENIGMA + COINSTAC: Improving Findability, Accessibility, Interoperability, and Re-usability	8