Concepedia

Connectome-based Prediction

Connectome-Based Prediction is a computational framework that distinguishes itself by leveraging whole-brain connectivity patterns to model and predict individual phenotypic or behavioral traits from neuroimaging data.

226

Publications

16.1K

Citations

1.3K

Authors

515

Institutions

Publications per year

2017–2026

205

Parents

Publications

226

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

, , +16

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

Connectivity Predicts deep brain stimulation outcome in <scp>P</scp>arkinson disease

Andreas Horn, Martin M. Reich, Johannes Vorwerk et al. · Annals of Neurology · 2017 · 738 citations · Full text

, , +17

Influences on the Test–Retest Reliability of Functional Connectivity MRI and its Relationship with Behavioral Utility

Stephanie Noble, Marisa N. Spann, Fuyuze Tokoglu et al. · Cerebral Cortex · 2017 · 436 citations · Full text

, , +17

The effect of machine learning regression algorithms and sample size on individualized behavioral prediction with functional connectivity features

Zaixu Cui, Gaolang Gong · NeuroImage · 2018 · 391 citations

, , +17

1–5 of 226

Authors

1.3K

  1. DS
    Dustin Scheinost

    Yale University, United States

    20 publications · 3.5K citations

    19

    h-index

  2. MD
    Monica D. Rosenberg

    University of Chicago, United States

    18 publications · 3.6K citations

    17

    h-index

  3. RT
    R. Todd Constable

    Yale University, United States

    14 publications · 2.9K citations

    14

    h-index

  4. MM
    Marvin M. Chun

    Yale University, United States

    9 publications · 2.3K citations

    9

    h-index

  5. BT
    B.T. Thomas Yeo

    National University of Singapore, Singapore

    8 publications · 877 citations

    8

    h-index

1–5 of 1.3K

Institutions

515

  1. Yale University

    New Haven, United States

    27 h-index

    150 publications

    23.2K citations

  2. Massachusetts General Hospital

    Boston, United States

    13 h-index

    25 publications

    1.8K citations

  3. Harvard University

    Cambridge, United States

    11 h-index

    23 publications

    2.6K citations

  4. Cornell University

    Ithaca, United States

    11 h-index

    37 publications

    2.8K citations

  5. National University of Singapore

    Singapore, Singapore

    10 h-index

    44 publications

    4.3K citations

  6. Beijing Normal University

    Beijing, China

    10 h-index

    60 publications

    3.2K citations

  7. Athinoula A. Martinos Center for Biomedical Imaging

    Boston, United States

    9 h-index

    9 publications

    1.5K citations

  8. University of Chicago

    Chicago, United States

    9 h-index

    15 publications

    750 citations

1–8 of 515

Venues

  1. NeuroImage

    41 publications · 3.8K citations

    29

    h-index

  2. Human Brain Mapping

    19 publications · 801 citations

    17

    h-index

  3. Cerebral Cortex

    13 publications · 957 citations

    13

    h-index

  4. NeuroImage Clinical

    11 publications · 363 citations

    11

    h-index

  5. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 8 publications · 198 citations

    8

    h-index

1–5