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Serial Two-Photon Tomography of the Whole Marmoset Brain for Neuroanatomical Analyses
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An Interactive Brain Atlas of Knowledge.

Leon Stefanovski, Konstantin Bülau, Leon Martin

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    |December 31, 2025

    View abstract on PubMed

    Summary
    This summary is machine-generated.

    We developed The Virtual Brain adapter of semantics (TVBase), a platform that projects biomedical knowledge from millions of articles onto a 3D brain model. This tool aids neuroimaging research and personalized medicine by linking literature data to brain anatomy.

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    Area of Science:

    • Neuroscience
    • Computational Biology
    • Bioinformatics

    Background:

    • Biomedical knowledge is rapidly expanding, creating challenges for human comprehension.
    • Existing literature mining tools struggle to integrate semantic methods with neuroimaging standards.
    • This gap hinders the full utilization of biomedical data in brain research.

    Purpose of the Study:

    • To develop a semantic meta-analysis platform, TVBase, for projecting biomedical knowledge onto a standardized 3D brain.
    • To bridge the gap between literature-based biomedical information and neuroimaging data.
    • To support translational and multi-scale computational neuroscience.

    Main Methods:

    • Utilized the SCAIView platform to extract biomedical entities and their brain anatomy associations from PubMed.
  • Employed entropy-based calculations to determine association strengths between concepts and anatomical terms.
  • Developed a transformation matrix to map over 800 anatomical terms to voxel coordinates of a standard brain atlas.

    • Main Results:

    • Successfully projected biomedical knowledge from over 36 million articles onto a standardized 3D brain.
    • Enabled region-specific information extraction linking biomedical concepts to brain anatomy.
    • Created a novel method for knowledge projection supporting computational neuroscience.

    Conclusions:

    • TVBase facilitates hypothesis-free neuroimaging pattern interpretation and hypothesis generation.
    • The platform supports applications in personalized medicine by integrating literature data with brain structure.
    • TVBase is an open-source Python library promoting accessibility in computational neuroscience research.