Concepedia

Connectome-based Modeling

Connectome-Based Modeling is a computational neuroscience framework that uses the brain's empirically derived structural connectivity—the connectome—as the foundational architecture to simulate and predict large-scale neural dynamics, thereby distinguishing it from models based on functional or theoretical connectivity alone.

206

Publications

14.5K

Citations

1.4K

Authors

517

Institutions

Publications per year

2017–2026

167

Parents

Publications

206

Using connectome-based predictive modeling to predict individual behavior from brain connectivity

Xilin Shen, Emily S. Finn, Dustin Scheinost et al. · Nature Protocols · 2017 · 1.2K citations

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Robust prediction of individual creative ability from brain functional connectivity

Roger E. Beaty, Yoed N. Kenett, Alexander P. Christensen et al. · Proceedings of the National Academy of Sciences · 2018 · 850 citations · Full text

, , +17

Informatics and Data Mining Tools and Strategies for the Human Connectome Project

Daniel S. Marcus, John Harwell, Timothy R. Olsen et al. · Frontiers in Neuroinformatics · 2011 · 779 citations · Full text

, , +16

The dynamics of resting fluctuations in the brain: metastability and its dynamical cortical core

Gustavo Deco, Morten L. Kringelbach, Viktor Jirsa et al. · Scientific Reports · 2017 · 589 citations · Full text

, , +17

The graphical brain: Belief propagation and active inference

Karl Friston, Thomas Parr, Bert de Vries · Network Neuroscience · 2017 · 438 citations · Full text

, , +16

1–5 of 206

Authors

1.4K

  1. DS
    Dustin Scheinost

    Yale University, United States

    16 publications · 2.7K citations

    15

    h-index

  2. MD
    Monica D. Rosenberg

    University of Chicago, United States

    15 publications · 3.3K citations

    13

    h-index

  3. VJ
    Viktor Jirsa

    Institut de Neurosciences des Systèmes, France

    14 publications · 1.4K citations

    13

    h-index

  4. RT
    R. Todd Constable

    Yale University, United States

    10 publications · 2.1K citations

    10

    h-index

  5. AR
    Anthony R. McIntosh

    Baycrest Hospital, Canada

    10 publications · 660 citations

    10

    h-index

1–5 of 1.4K

Institutions

517

  1. Yale University

    New Haven, United States

    20 h-index

    112 publications

    18K citations

  2. Institut de Neurosciences des Systèmes

    Marseille, France

    13 h-index

    37 publications

    2.6K citations

  3. Inserm

    Paris, France

    13 h-index

    29 publications

    2.3K citations

  4. Charité - Universitätsmedizin Berlin

    Berlin, Germany

    11 h-index

    28 publications

    2.6K citations

  5. Baycrest Hospital

    Toronto, Canada

    10 h-index

    18 publications

    842 citations

  6. Southwest University

    Chongqing, China

    9 h-index

    63 publications

    3.4K citations

  7. Max Planck Institute for Human Cognitive and Brain Sciences

    Leipzig, Germany

    9 h-index

    11 publications

    1.7K citations

  8. University of Toronto

    Toronto, Canada

    9 h-index

    13 publications

    642 citations

1–8 of 517

Venues

  1. NeuroImage

    26 publications · 1.9K citations

    22

    h-index

  2. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 11 publications · 311 citations

    10

    h-index

  3. NeuroImage Clinical

    7 publications · 217 citations

    7

    h-index

  4. Cerebral Cortex

    7 publications · 232 citations

    7

    h-index

  5. Scientific Reports

    7 publications · 786 citations

    7

    h-index

1–5