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Support vector machine classification and characterization of age-related reorganization of functional brain networks.

Meier TB, Desphande AS, Vergun S, Nair VA, Song J, Biswal BB, Meyerand ME, Birn RM, Prabhakaran V.

Neuroimage. 2012 Mar;60(1):601-13. doi: 10.1016/j.neuroimage.2011.12.052. Epub 2011 Dec 28.


Age-related differences in test-retest reliability in resting-state brain functional connectivity.

Song J, Desphande AS, Meier TB, Tudorascu DL, Vergun S, Nair VA, Biswal BB, Meyerand ME, Birn RM, Bellec P, Prabhakaran V.

PLoS One. 2012;7(12):e49847. doi: 10.1371/journal.pone.0049847. Epub 2012 Dec 5.


Characterizing Functional Connectivity Differences in Aging Adults using Machine Learning on Resting State fMRI Data.

Vergun S, Deshpande AS, Meier TB, Song J, Tudorascu DL, Nair VA, Singh V, Biswal BB, Meyerand ME, Birn RM, Prabhakaran V.

Front Comput Neurosci. 2013 Apr 25;7:38. doi: 10.3389/fncom.2013.00038. eCollection 2013.


Network-specific effects of age and in-scanner subject motion: a resting-state fMRI study of 238 healthy adults.

Mowinckel AM, Espeseth T, Westlye LT.

Neuroimage. 2012 Nov 15;63(3):1364-73. doi: 10.1016/j.neuroimage.2012.08.004. Epub 2012 Aug 10.


Functional and structural syntax networks in aging.

Antonenko D, Brauer J, Meinzer M, Fengler A, Kerti L, Friederici AD, Flöel A.

Neuroimage. 2013 Dec;83:513-23. doi: 10.1016/j.neuroimage.2013.07.018. Epub 2013 Jul 16.


Quantification of the impact of a confounding variable on functional connectivity confirms anti-correlated networks in the resting-state.

Carbonell F, Bellec P, Shmuel A.

Neuroimage. 2014 Feb 1;86:343-53. doi: 10.1016/j.neuroimage.2013.10.013. Epub 2013 Oct 12.


Age-related reorganizational changes in modularity and functional connectivity of human brain networks.

Song J, Birn RM, Boly M, Meier TB, Nair VA, Meyerand ME, Prabhakaran V.

Brain Connect. 2014 Nov;4(9):662-76. doi: 10.1089/brain.2014.0286. Epub 2014 Oct 6.


Recursive cluster elimination based support vector machine for disease state prediction using resting state functional and effective brain connectivity.

Deshpande G, Li Z, Santhanam P, Coles CD, Lynch ME, Hamann S, Hu X.

PLoS One. 2010 Dec 9;5(12):e14277. doi: 10.1371/journal.pone.0014277.


Decoding lifespan changes of the human brain using resting-state functional connectivity MRI.

Wang L, Su L, Shen H, Hu D.

PLoS One. 2012;7(8):e44530. doi: 10.1371/journal.pone.0044530. Epub 2012 Aug 30.


Toward discovery science of human brain function.

Biswal BB, Mennes M, Zuo XN, Gohel S, Kelly C, Smith SM, Beckmann CF, Adelstein JS, Buckner RL, Colcombe S, Dogonowski AM, Ernst M, Fair D, Hampson M, Hoptman MJ, Hyde JS, Kiviniemi VJ, Kötter R, Li SJ, Lin CP, Lowe MJ, Mackay C, Madden DJ, Madsen KH, Margulies DS, Mayberg HS, McMahon K, Monk CS, Mostofsky SH, Nagel BJ, Pekar JJ, Peltier SJ, Petersen SE, Riedl V, Rombouts SA, Rypma B, Schlaggar BL, Schmidt S, Seidler RD, Siegle GJ, Sorg C, Teng GJ, Veijola J, Villringer A, Walter M, Wang L, Weng XC, Whitfield-Gabrieli S, Williamson P, Windischberger C, Zang YF, Zhang HY, Castellanos FX, Milham MP.

Proc Natl Acad Sci U S A. 2010 Mar 9;107(10):4734-9. doi: 10.1073/pnas.0911855107. Epub 2010 Feb 22.


Abnormal brain connectivity patterns in adults with ADHD: a coherence study.

Sato JR, Hoexter MQ, Castellanos XF, Rohde LA.

PLoS One. 2012;7(9):e45671. doi: 10.1371/journal.pone.0045671. Epub 2012 Sep 26.


A multivariate analysis of age-related differences in functional networks supporting conflict resolution.

Salami A, Rieckmann A, Fischer H, Bäckman L.

Neuroimage. 2014 Feb 1;86:150-63. doi: 10.1016/j.neuroimage.2013.08.002. Epub 2013 Aug 9.


Cognitive and default-mode resting state networks: do male and female brains "rest" differently?

Weissman-Fogel I, Moayedi M, Taylor KS, Pope G, Davis KD.

Hum Brain Mapp. 2010 Nov;31(11):1713-26. doi: 10.1002/hbm.20968.


Does motion-related brain functional connectivity reflect both artifacts and genuine neural activity?

Pujol J, Macià D, Blanco-Hinojo L, Martínez-Vilavella G, Sunyer J, de la Torre R, Caixàs A, Martín-Santos R, Deus J, Harrison BJ.

Neuroimage. 2014 Nov 1;101:87-95. doi: 10.1016/j.neuroimage.2014.06.065. Epub 2014 Jul 3.


Frequency specificity of functional connectivity in brain networks.

Wu CW, Gu H, Lu H, Stein EA, Chen JH, Yang Y.

Neuroimage. 2008 Sep 1;42(3):1047-55. doi: 10.1016/j.neuroimage.2008.05.035. Epub 2008 Jul 15.


Topological organization of functional brain networks in healthy children: differences in relation to age, sex, and intelligence.

Wu K, Taki Y, Sato K, Hashizume H, Sassa Y, Takeuchi H, Thyreau B, He Y, Evans AC, Li X, Kawashima R, Fukuda H.

PLoS One. 2013;8(2):e55347. doi: 10.1371/journal.pone.0055347. Epub 2013 Feb 4.


Age-related reorganization of functional networks for successful conflict resolution: a combined functional and structural MRI study.

Schulte T, Müller-Oehring EM, Chanraud S, Rosenbloom MJ, Pfefferbaum A, Sullivan EV.

Neurobiol Aging. 2011 Nov;32(11):2075-90. doi: 10.1016/j.neurobiolaging.2009.12.002. Epub 2009 Dec 22.


Machine learning classifier using abnormal brain network topological metrics in major depressive disorder.

Guo H, Cao X, Liu Z, Li H, Chen J, Zhang K.

Neuroreport. 2012 Dec 5;23(17):1006-11. doi: 10.1097/WNR.0b013e32835a650c.


Disrupted cortico-cerebellar connectivity in older adults.

Bernard JA, Peltier SJ, Wiggins JL, Jaeggi SM, Buschkuehl M, Fling BW, Kwak Y, Jonides J, Monk CS, Seidler RD.

Neuroimage. 2013 Dec;83:103-19. doi: 10.1016/j.neuroimage.2013.06.042. Epub 2013 Jun 20.


Functionally linked resting-state networks reflect the underlying structural connectivity architecture of the human brain.

van den Heuvel MP, Mandl RC, Kahn RS, Hulshoff Pol HE.

Hum Brain Mapp. 2009 Oct;30(10):3127-41. doi: 10.1002/hbm.20737.

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