The Virtual Brain Ontology: A Digital Knowledge Framework for Reproducible Brain Network Modeling

Abstract excerpt

Computational models of brain network dynamics offer mechanistic insights into brain function and disease, and are utilized for hypothesis generation, data interpretation, and the creation of personalized digital brain twins. However, results remain difficult to reproduce and compare because equations, parameters, networks, and numerical settings are reported inconsistently across the literature, and shared code i...

Topics

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• Brain
• Follow-Up Studies
• Gene Expression
• Gene Regulatory Networks
• Magnetic Resonance Imaging
• Neural Pathways
• Phenotype
• Radiography

Identifiers and source

Literature Corpus work

64082025-1789-50ca-9470-b7574b2cf256

DOI

10.1101/2025.11.19.689211