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Dustin Scheinost et al.
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Jingwei Li et al.
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Simon B. Eickhoff et al.
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Fidel Alfaro-Almagro et al.
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Zaixu Cui et al.
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Monica D. Rosenberg et al.
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Jenna M. Reinen et al.
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Anibal Solon Heinsfeld et al.
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Imaging-based parcellations of the human brain
Simon B. Eickhoff et al.
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Alexander Schaefer et al.
CEREBRAL CORTEX (2018)
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Choong-Wan Woo et al.
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Gael Varoquaux et al.
NEUROIMAGE (2017)
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Mohammad R. Arbabshirani et al.
NEUROIMAGE (2017)
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Monica D. Rosenberg et al.
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Matthew F. Glasser et al.
NATURE (2016)
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Karla L. Miller et al.
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Evan M. Gordon et al.
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Stephen M. Smith et al.
NATURE NEUROSCIENCE (2015)
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Emily S. Finn et al.
NATURE NEUROSCIENCE (2015)
The connectomics of brain disorders
Alex Fornito et al.
NATURE REVIEWS NEUROSCIENCE (2015)
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John D. E. Gabrieli et al.
NEURON (2015)
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Cathie Sudlow et al.
PLOS MEDICINE (2015)
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Stefan Haufe et al.
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Rommel G. Regis et al.
ENGINEERING OPTIMIZATION (2013)
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Randy L. Buckner et al.
NATURE NEUROSCIENCE (2013)
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David C. Van Essen et al.
NEUROIMAGE (2013)
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Deanna M. Barch et al.
NEUROIMAGE (2013)
Groupwise whole-brain parcellation from resting-state fMRI data for network node identification
X. Shen et al.
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The minimal preprocessing pipelines for the Human Connectome Project
Matthew F. Glasser et al.
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Carlton Chu et al.
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D. C. Van Essen et al.
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B. T. Thomas Yeo et al.
JOURNAL OF NEUROPHYSIOLOGY (2011)
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Nico U. F. Dosenbach et al.
SCIENCE (2010)
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Stephen M. Smith et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2009)
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Paul Elliott et al.
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY (2008)
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Michael D. Fox et al.
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Probabilistic independent component analysis for functional magnetic resonance imaging
CF Beckmann et al.
IEEE TRANSACTIONS ON MEDICAL IMAGING (2004)
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B Fischl et al.
NEURON (2002)
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