Literature DB >> 27138646

Building a Science of Individual Differences from fMRI.

Julien Dubois1, Ralph Adolphs2.   

Abstract

To date, fMRI research has been concerned primarily with evincing generic principles of brain function through averaging data from multiple subjects. Given rapid developments in both hardware and analysis tools, the field is now poised to study fMRI-derived measures in individual subjects, and to relate these to psychological traits or genetic variations. We discuss issues of validity, reliability and statistical assessment that arise when the focus shifts to individual subjects and that are applicable also to other imaging modalities. We emphasize that individual assessment of neural function with fMRI presents specific challenges and necessitates careful consideration of anatomical and vascular between-subject variability as well as sources of within-subject variability.
Copyright © 2016 Elsevier Ltd. All rights reserved.

Entities:  

Keywords:  BOLD fMRI; individual differences; neurometrics; prediction; reliability; validity

Mesh:

Year:  2016        PMID: 27138646      PMCID: PMC4886721          DOI: 10.1016/j.tics.2016.03.014

Source DB:  PubMed          Journal:  Trends Cogn Sci        ISSN: 1364-6613            Impact factor:   20.229


  190 in total

1.  Why significant variables aren't automatically good predictors.

Authors:  Adeline Lo; Herman Chernoff; Tian Zheng; Shaw-Hwa Lo
Journal:  Proc Natl Acad Sci U S A       Date:  2015-10-26       Impact factor: 11.205

2.  The human emotional brain without sleep--a prefrontal amygdala disconnect.

Authors:  Seung-Schik Yoo; Ninad Gujar; Peter Hu; Ferenc A Jolesz; Matthew P Walker
Journal:  Curr Biol       Date:  2007-10-23       Impact factor: 10.834

3.  Selective and invariant neural responses to spoken and written narratives.

Authors:  Mor Regev; Christopher J Honey; Erez Simony; Uri Hasson
Journal:  J Neurosci       Date:  2013-10-02       Impact factor: 6.167

4.  Threshold-free cluster enhancement: addressing problems of smoothing, threshold dependence and localisation in cluster inference.

Authors:  Stephen M Smith; Thomas E Nichols
Journal:  Neuroimage       Date:  2008-04-11       Impact factor: 6.556

5.  Differentiating BOLD and non-BOLD signals in fMRI time series using multi-echo EPI.

Authors:  Prantik Kundu; Souheil J Inati; Jennifer W Evans; Wen-Ming Luh; Peter A Bandettini
Journal:  Neuroimage       Date:  2011-12-23       Impact factor: 6.556

6.  Sharing the wealth: Neuroimaging data repositories.

Authors:  Simon Eickhoff; Thomas E Nichols; John D Van Horn; Jessica A Turner
Journal:  Neuroimage       Date:  2016-01-01       Impact factor: 6.556

7.  Neuropsychosocial profiles of current and future adolescent alcohol misusers.

Authors:  Robert Whelan; Richard Watts; Catherine A Orr; Robert R Althoff; Eric Artiges; Tobias Banaschewski; Gareth J Barker; Arun L W Bokde; Christian Büchel; Fabiana M Carvalho; Patricia J Conrod; Herta Flor; Mira Fauth-Bühler; Vincent Frouin; Juergen Gallinat; Gabriela Gan; Penny Gowland; Andreas Heinz; Bernd Ittermann; Claire Lawrence; Karl Mann; Jean-Luc Martinot; Frauke Nees; Nick Ortiz; Marie-Laure Paillère-Martinot; Tomas Paus; Zdenka Pausova; Marcella Rietschel; Trevor W Robbins; Michael N Smolka; Andreas Ströhle; Gunter Schumann; Hugh Garavan
Journal:  Nature       Date:  2014-07-02       Impact factor: 49.962

8.  Unique semantic space in the brain of each beholder predicts perceived similarity.

Authors:  Ian Charest; Rogier A Kievit; Taylor W Schmitz; Diana Deca; Nikolaus Kriegeskorte
Journal:  Proc Natl Acad Sci U S A       Date:  2014-09-22       Impact factor: 11.205

9.  Spatially constrained hierarchical parcellation of the brain with resting-state fMRI.

Authors:  Thomas Blumensath; Saad Jbabdi; Matthew F Glasser; David C Van Essen; Kamil Ugurbil; Timothy E J Behrens; Stephen M Smith
Journal:  Neuroimage       Date:  2013-03-21       Impact factor: 6.556

10.  Correspondences between retinotopic areas and myelin maps in human visual cortex.

Authors:  Rouhollah O Abdollahi; Hauke Kolster; Matthew F Glasser; Emma C Robinson; Timothy S Coalson; Donna Dierker; Mark Jenkinson; David C Van Essen; Guy A Orban
Journal:  Neuroimage       Date:  2014-06-24       Impact factor: 6.556

View more
  152 in total

Review 1.  Broca's Area Is Not a Natural Kind.

Authors:  Evelina Fedorenko; Idan A Blank
Journal:  Trends Cogn Sci       Date:  2020-02-20       Impact factor: 20.229

2.  The Cerebral Cortex is Bisectionally Segregated into Two Fundamentally Different Functional Units of Gyri and Sulci.

Authors:  Huan Liu; Shu Zhang; Xi Jiang; Tuo Zhang; Heng Huang; Fangfei Ge; Lin Zhao; Xiao Li; Xintao Hu; Junwei Han; Lei Guo; Tianming Liu
Journal:  Cereb Cortex       Date:  2019-09-13       Impact factor: 5.357

3.  Neuroanatomical and functional substrates of the greed personality trait.

Authors:  Qiang Wang; Shiyu Wei; Hohjin Im; Manman Zhang; Pinchun Wang; Yuxuan Zhu; Yajie Wang; Xuejun Bai
Journal:  Brain Struct Funct       Date:  2021-03-08       Impact factor: 3.270

4.  Functional brain segmentation using inter-subject correlation in fMRI.

Authors:  Jukka-Pekka Kauppi; Juha Pajula; Jari Niemi; Riitta Hari; Jussi Tohka
Journal:  Hum Brain Mapp       Date:  2017-03-10       Impact factor: 5.038

5.  Establishment of Best Practices for Evidence for Prediction: A Review.

Authors:  Russell A Poldrack; Grace Huckins; Gael Varoquaux
Journal:  JAMA Psychiatry       Date:  2020-05-01       Impact factor: 21.596

6.  Precision Functional Mapping of Individual Human Brains.

Authors:  Evan M Gordon; Timothy O Laumann; Adrian W Gilmore; Dillan J Newbold; Deanna J Greene; Jeffrey J Berg; Mario Ortega; Catherine Hoyt-Drazen; Caterina Gratton; Haoxin Sun; Jacqueline M Hampton; Rebecca S Coalson; Annie L Nguyen; Kathleen B McDermott; Joshua S Shimony; Abraham Z Snyder; Bradley L Schlaggar; Steven E Petersen; Steven M Nelson; Nico U F Dosenbach
Journal:  Neuron       Date:  2017-07-27       Impact factor: 17.173

7.  Dorsal Anterior Cingulate Cortex Encodes the Integrated Incentive Motivational Value of Cognitive Task Performance.

Authors:  Debbie M Yee; Jennifer L Crawford; Bidhan Lamichhane; Todd S Braver
Journal:  J Neurosci       Date:  2021-03-11       Impact factor: 6.167

8.  Individual Cortical Entropy Profile: Test-Retest Reliability, Predictive Power for Cognitive Ability, and Neuroanatomical Foundation.

Authors:  Mianxin Liu; Xinyang Liu; Andrea Hildebrandt; Changsong Zhou
Journal:  Cereb Cortex Commun       Date:  2020-05-07

9.  Neuroimaging correlates and predictors of response to repeated-dose intravenous ketamine in PTSD: preliminary evidence.

Authors:  Agnes Norbury; Sarah B Rutter; Abigail B Collins; Sara Costi; Manish K Jha; Sarah R Horn; Marin Kautz; Morgan Corniquel; Katherine A Collins; Andrew M Glasgow; Jess Brallier; Lisa M Shin; Dennis S Charney; James W Murrough; Adriana Feder
Journal:  Neuropsychopharmacology       Date:  2021-07-31       Impact factor: 7.853

10.  Intrinsic functional connectivity of the frontoparietal network predicts inter-individual differences in the propensity for costly third-party punishment.

Authors:  Qun Yang; Gabriele Bellucci; Morris Hoffman; Ko-Tsung Hsu; Bonian Lu; Gopikrishna Deshpande; Frank Krueger
Journal:  Cogn Affect Behav Neurosci       Date:  2021-07-30       Impact factor: 3.282

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.