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Similar to how differences in the proficiency of the cardiovascular and musculoskeletal system predict an individual's athletic ability, differences in how the same brain region encodes information across individuals may explain their behavior.
Vergleichende Lokalisationslehre der Grosshirnrinde in ihren Prinzipien dargestellt auf Grund des Zellenbaues
Korbinian Brodmann · 1909
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Functional connectivity: The principal-component analysis of large (PET) data sets
K. J. Friston, C. D. Frith, P. F. Liddle, and R. S.J. Frackowiak · 1993
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Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing
Yoav Benjamini and Yosef Hochberg · 1995
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Functional connectivity in the motor cortex of resting human brain using echo-planar mri
Bharat Biswal, F Zerrin Yetkin, Victor M Haughton, and James S Hyde · 1995
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Action observation activates premotor and parietal areas in a somatotopic manner: an fMRI study
G Buccino, F Binkofski, G R Fink, L Fadiga, L Fogassi, V Gallese, R J Seitz, K Zilles, G Rizzolatti, and H.-J. Freund · 2001
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Neurophysiological mechanisms underlying the understanding and imitation of action
Giacomo Rizzolatti, Leonardo Fogassi, and Vittorio Gallese · 2001
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Intersubject Synchronization of Cortical Activity during Natural Vision
Uri Hasson, Yuval Nir, Ifat Levy, Galit Fuhrmann, and Rafael Malach · 2004
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The Heart of Trained Athletes
Barry J Maron and Antonio Pelliccia · 2006
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A mirror representation of others’ actions in the human anterior parietal cortex
Lior Shmuelof and Ehud Zohary · 2006
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Brain regions concerned with perceptual skills in tennis: An fMRI study
Michael J Wright and Robin C Jackson · 2007
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Identifying natural images from human brain activity
Kendrick N Kay, Thomas Naselaris, Ryan J Prenger, and Jack L Gallant · 2008
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Predicting Human Brain Activity Associated with the Meanings of Nouns
Tom M Mitchell, Svetlana V Shinkareva, Andrew Carlson, Kai-Min Chang, Vicente L Malave, Robert A Mason, and Marcel Adam Just · 2008
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Diffusion spectrum magnetic resonance imaging (DSI) tractography of crossing fibers
V J Wedeen, R P Wang, J D Schmahmann, T Benner, W Y I Tseng, G Dai, D N Pandya, P Hagmann, H D’Arceuil, and A J de Crespigny · 2008
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The Brain Atlas Concordance Problem: Quantitative Comparison of Anatomical Parcellations
Jason W Bohland, Hemant Bokil, Cara B Allen, and Partha P Mitra · 2009
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The Observation and Execution of Actions Share Motor and Somatosensory Voxels in all Tested Subjects: Single-Subject Analyses of Unsmoothed fMRI Data
Valeria Gazzola and Christian Keysers · 2009
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New method for fMRI investigations of language: defining ROIs functionally in individual subjects
Evelina Fedorenko, Po-Jang Hsieh, Alfonso Nieto-Castañón, Susan Whitfield-Gabrieli, and Nancy Kanwisher · 2010
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Reliability of cortical activity during natural stimulation
Uri Hasson, Rafael Malach, and David J Heeger · 2010
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Encoding and decoding in fMRI
Thomas Naselaris, Kendrick N Kay, Shinji Nishimoto, and Jack L Gallant · 2011
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Encoding and decoding V1 fMRI responses to natural images with sparse nonparametric models
Vincent Q. Vu, Pradeep Ravikumar, Thomas Naselaris, Kendrick N. Kay, Jack L. Gallant, and Bin Yu · 2011
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Reconstructing visual experiences from brain activity evoked by natural movies
Shinji Nishimoto, An T. Vu, Thomas Naselaris, Yuval Benjamini, Bin Yu, and Jack L. Gallant · 2011
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A common, high-dimensional model of the representational space in human ventral temporal cortex
James V Haxby, J Swaroop Guntupalli, Andrew C Connolly, Yaroslav O Halchenko, Bryan R Conroy, M Ida Gobbini, Michael Hanke, and Peter J Ramadge · 2011
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Tracking neural coding of perceptual and semantic features of concrete nouns HHS Public Access
Gustavo Sudre, Dean Pomerleau, Mark Palatucci, Leila Wehbe, Alona Fyshe, Riitta Salmelin, and Tom Mitchell · 2012
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A Continuous Semantic Space Describes the Representation of Thousands of Object and Action Categories across the Human Brain
Alexander G. Huth, Shinji Nishimoto, An T. Vu, and Jack L. Gallant · 2012
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The WU-Minn Human Connectome Project: An overview
David C. Van Essen, Stephen M. Smith, Deanna M. Barch, Timothy E.J. Behrens, Essa Yacoub, and Kamil Ugurbil · 2013
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Groupwise whole-brain parcellation from resting-state fMRI data for network node identification
X. Shen, F. Tokoglu, X. Papademetris, and R. T. Constable · 2013
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Distributed representations of words and phrases and their compositionality
Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg S Corrado, and Jeff Dean · 2013
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The minimal preprocessing pipelines for the Human Connectome Project
Matthew F. Glasser, Stamatios N. Sotiropoulos, J. Anthony Wilson, Timothy S. Coalson, Bruce Fischl, Jesper L. Andersson, Junqian Xu, Saad Jbabdi, Matthew Webster, Jonathan R. Polimeni, David C. Van Essen, and Mark Jenkinson · 2013
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Function in the human connectome: task-fMRI and individual differences in behavior
Deanna M Barch, Gregory C Burgess, Michael P Harms, Steven E Petersen, Bradley L Schlaggar, Maurizio Corbetta, Matthew F Glasser, Sandra Curtiss, Sachin Dixit, Cindy Feldt, Dan Nolan, Edward Bryant, Tucker Hartley, Owen Footer, James M Bjork, Russ Poldrack, Steve Smith, Heidi Johansen-Berg, Abraham Z Snyder, David C Van Essen, and WU-Minn HCP Consortium · 2013
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Simultaneously Uncovering the Patterns of Brain Regions Involved in Different Story Reading Subprocesses
Leila Wehbe, Brian Murphy, Partha Talukdar, Alona Fyshe, Aaditya Ramdas, and Tom Mitchell · 2014
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Encoding of Natural Sounds at Multiple Spectral and Temporal Resolutions in the Human Auditory Cortex
Roberta Santoro, Michelle Moerel, Federico De Martino, Rainer Goebel, Kamil Ugurbil, Essa Yacoub, and Elia Formisano · 2014
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The effect of machine learning regression algorithms and sample size on individualized behavioral prediction with functional connectivity features
Zaixu Cui and Gaolang Gong · 2018
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Reliable individual differences in fine-grained cortical functional architecture
Ma Feilong, Samuel A Nastase, J Swaroop Guntupalli, and James V Haxby · 2018
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Inter-subject synchrony as an index of functional specialization in early childhood
Dustin Moraczewski, Gang Chen, and Elizabeth Redcay · 2018
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Task-induced brain state manipulation improves prediction of individual traits
Abigail S. Greene, Siyuan Gao, Dustin Scheinost, and R. Todd Constable · 2018
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Resting-State Functional Brain Connectivity Best Predicts the Personality Dimension of Openness to Experience
Julien Dubois, Paola Galdi, Yanting Han, Lynn K Paul, and Ralph Adolphs · 2018
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Evelina Fedorenko and Sharon L Thompson-Schill · 2014
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ICA-based artefact removal and accelerated fMRI acquisition for improved resting state network imaging
Ludovica Griffanti, Gholamreza Salimi-Khorshidi, Christian F. Beckmann, Edward J. Auerbach, Gwenaëlle Douaud, Claire E. Sexton, Eniko Zsoldos, Klaus P. Ebmeier, Nicola Filippini, Clare E. Mackay, Steen Moeller, Junqian Xu, Essa Yacoub, Giuseppe Baselli, Kamil Ugurbil, Karla L. Miller, and Stephen M. Smith · 2014
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Automatic denoising of functional MRI data: Combining independent component analysis and hierarchical fusion of classifiers
Gholamreza Salimi-Khorshidi, Gwenaëlle Douaud, Christian F. Beckmann, Matthew F. Glasser, Ludovica Griffanti, and Stephen M. Smith · 2014
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Aligning context-based statistical models of language with brain activity during reading
Leila Wehbe, Ashish Vaswani, Kevin Knight, and Tom Mitchell · 2014
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Functional connectome fingerprinting: Identifying individuals using patterns of brain connectivity
Emily S. Finn, Xilin Shen, Dustin Scheinost, Monica D. Rosenberg, Jessica Huang, Marvin M. Chun, Xenophon Papademetris, and R. Todd Constable · 2015
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A reduced-dimension fmri shared response model
Po-Hsuan Chen, Janice Chen, Yaara Yeshurun, Uri Hasson, James V Haxby, and Peter J Ramadge · 2015
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A neuromarker of sustained attention from whole-brain functional connectivity
Monica D. Rosenberg, Emily S. Finn, Dustin Scheinost, Xenophon Papademetris, Xilin Shen, R. Todd Constable, and Marvin M. Chun · 2015
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Pycortex: an interactive surface visualizer for fMRI
James S. Gao, Alexander G. Huth, Mark D. Lescroart, and Jack L. Gallant · 2015
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Structural brain imaging correlates of general intelligence in UK Biobank
S R Cox, S J Ritchie, C Fawns-Ritchie, E M Tucker-Drob, and I J Deary · 2019
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Global signal regression strengthens association between resting-state functional connectivity and behavior
Jingwei Li, Ru Kong, Raphaël Liégeois, Csaba Orban, Yanrui Tan, Nanbo Sun, Avram J. Holmes, Mert R. Sabuncu, Tian Ge, and B. T.Thomas Yeo · 2019
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The Representation of Semantic Information Across Human Cerebral Cortex During Listening Versus Reading Is Invariant to Stimulus Modality
Fatma Deniz, Anwar O Nunez-Elizalde, Alexander G Huth, and Jack L Gallant · 2019
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The lexical semantics of adjective–noun phrases in the human brain
Alona Fyshe, Gustavo Sudre, Leila Wehbe, Nicole Rafidi, and Tom M Mitchell · 2019
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Combining multiple connectomes improves predictive modeling of phenotypic measures
Siyuan Gao, Abigail S. Greene, R. Todd Constable, and Dustin Scheinost · 2019
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Interpreting and improving natural-language processing (in machines) with natural language-processing (in the brain)
Mariya Toneva and Leila Wehbe · 2019
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Measuring shared responses across subjects using intersubject correlation
Samuel A. Nastase, Valeria Gazzola, Uri Hasson, and Christian Keysers · 2019
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Predicting reading ability from brain anatomy and function: From areas to connections
Daniel Kristanto, Mianxin Liu, Xinyang Liu, Werner Sommer, and Changsong Zhou · 2020
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A Shared Neural Encoding Model for the Prediction of Subject-Specific fMRI Response
Meenakshi Khosla, Gia H Ngo, Keith Jamison, Amy Kuceyeski, and Mert R Sabuncu · 2020
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There is no single functional atlas even for a single individual: Functional parcel definitions change with task
Mehraveh Salehi, Abigail S Greene, Amin Karbasi, Xilin Shen, Dustin Scheinost, and R Todd Constable · 2020
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On brain atlas choice and automatic segmentation methods: a comparison of MAPER & FreeSurfer using three atlas databases
Siti Nurbaya Yaakub, Rolf A Heckemann, Simon S Keller, Colm J McGinnity, Bernd Weber, and Alexander Hammers · 2020
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Brain correlates of motor complexity during observed and executed actions
Xinge Li, Manon A Krol, Sahar Jahani, David A Boas, Helen Tager-Flusberg, and Meryem A Yücel · 2020
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Network connectivity predicts language processing in healthy adults
Dardo Tomasi and Nora D. Volkow · 2020
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Task-induced brain connectivity promotes the detection of individual differences in brain-behavior relationships
Rongtao Jiang, Nianming Zuo, Judith M Ford, Shile Qi, Dongmei Zhi, Chuanjun Zhuo, Yong Xu, Zening Fu, Juan Bustillo, Jessica A Turner, Vince D Calhoun, and Jing Sui · 2020
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The Acute Effects of the Atypical Dissociative Hallucinogen Salvinorin A on Functional Connectivity in the Human Brain
Manoj K. Doss, Darrick G. May, Matthew W. Johnson, John M. Clifton, Sidnee L. Hedrick, Thomas E. Prisinzano, Roland R. Griffiths, and Frederick S. Barrett · 2020
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Reliability map of individual differences reflected in inter-subject correlation in naturalistic imaging
Jiaqi Gao, Gang Chen, Jinfeng Wu, Yinshan Wang, Yang Hu, Ting Xu, Xi-Nian Zuo, and Zhi Yang · 2020
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Rethinking Measures of Functional Connectivity via Feature Extraction
Rosaleena Mohanty, William A. Sethares, Veena A. Nair, and Vivek Prabhakaran · 2020
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Movie-watching outperforms rest for functional connectivity-based prediction of behavior
Emily S. Finn and Peter A. Bandettini · 2021
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The neural basis of intelligence in fine-grained cortical topographies
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