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 2021-02-01 to 2025-02-01.)

Article	Citations
Building Models of Functional Interactions Among Brain Domains that Encode Varying Information Complexity: A Schizophrenia Case Study	86
Cortical Representation of Touch in Silico	65
The Neuron Phenotype Ontology: A FAIR Approach to Proposing and Classifying Neuronal Types	32
Deep Learning Methods for Identification of White Matter Fiber Tracts: Review of State-of-the-Art and Future Prospective	27
On the Long-term Archiving of Research Data	27
Estimating the Parameters of the Epileptor Model for Epileptic Seizure Suppression	27
Uncovering Statistical Links Between Gene Expression and Structural Connectivity Patterns in the Mouse Brain	27
NeuroCrypt: Machine Learning Over Encrypted Distributed Neuroimaging Data	22
Excavating FAIR Data: the Case of the Multicenter Animal Spinal Cord Injury Study (MASCIS), Blood Pressure, and Neuro-Recovery	20
ABLE: Automated Brain Lines Extraction Based on Laplacian Surface Collapse	17
Improved Segmentation of the Intracranial and Ventricular Volumes in Populations with Cerebrovascular Lesions and Atrophy Using 3D CNNs	17
A Measure of Concurrent Neural Firing Activity Based on Mutual Information	16
Decentralized Brain Age Estimation Using MRI Data	16
Scan Once, Analyse Many: Using Large Open-Access Neuroimaging Datasets to Understand the Brain	15
Population-Average Brain Templates and Application to Automated Voxel-Wise Analysis Pipelines for Cynomolgus Macaque	14
Correction to: A Standards Organization for Open and FAIR Neuroscience: the International Neuroinformatics Coordinating Facility	14
Deconvolution of the Functional Ultrasound Response in the Mouse Visual Pathway Using Block-Term Decomposition	14
TE-HI-GCN: An Ensemble of Transfer Hierarchical Graph Convolutional Networks for Disorder Diagnosis	13
Towards Automated Brain Aneurysm Detection in TOF-MRA: Open Data, Weak Labels, and Anatomical Knowledge	12
RS-FetMRI: a MATLAB-SPM Based Tool for Pre-processing Fetal Resting-State fMRI Data	12
Validation Through Collaboration: Encouraging Team Efforts to Ensure Internal and External Validity of Computational Models of Biochemical Pathways	11
Pitfalls and Recommended Strategies and Metrics for Suppressing Motion Artifacts in Functional MRI	11
ABCD_Harmonizer: An Open-source Tool for Mapping and Controlling for Scanner Induced Variance in the Adolescent Brain Cognitive Development Study	11
Modelling Cortical Laminar Connectivity in the Macaque Brain	10
Neuroimaging-ITM: A Text Mining Pipeline Combining Deep Adversarial Learning with Interaction Based Topic Modeling for Enabling the FAIR Neuroimaging Study	8

Identification of Neuronal Polarity by Node-Based Machine Learning	8
EBRAINS Live Papers - Interactive Resource Sheets for Computational Studies in Neuroscience	8
Deep Learning Classification of Treatment Response in Diabetic Painful Neuropathy: A Combined Machine Learning and Magnetic Resonance Neuroimaging Methodological Study	7
Localization and Registration of 2D Histological Mouse Brain Images in 3D Atlas Space	7
Comparison of Three Automated Approaches for Classification of Amyloid-PET Images	7
Cross-validated Adaboost Classification of Emotion Regulation Strategies Identified by Spectral Coherence in Resting-State	7
Semi-Automated Quantitative Evaluation of Neuron Developmental Morphology In Vitro Using the Change-Point Test	7
ENIGMA + COINSTAC: Improving Findability, Accessibility, Interoperability, and Re-usability	7
NiftyPAD - Novel Python Package for Quantitative Analysis of Dynamic PET Data	7
Separating Neural Oscillations from Aperiodic 1/f Activity: Challenges and Recommendations	7