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Items: 1 to 20 of 41

1.

Strong rules for discarding predictors in lasso-type problems.

Tibshirani R, Bien J, Friedman J, Hastie T, Simon N, Taylor J, Tibshirani RJ.

J R Stat Soc Series B Stat Methodol. 2012 Mar;74(2):245-266.

2.

Altered topological properties of functional network connectivity in schizophrenia during resting state: a small-world brain network study.

Yu Q, Sui J, Rachakonda S, He H, Gruner W, Pearlson G, Kiehl KA, Calhoun VD.

PLoS One. 2011;6(9):e25423. doi: 10.1371/journal.pone.0025423. Epub 2011 Sep 28.

3.

Disrupted brain connectivity networks in drug-naive, first-episode major depressive disorder.

Zhang J, Wang J, Wu Q, Kuang W, Huang X, He Y, Gong Q.

Biol Psychiatry. 2011 Aug 15;70(4):334-42. doi: 10.1016/j.biopsych.2011.05.018.

PMID:
21791259
4.

Sparse brain network recovery under compressed sensing.

Lee H, Lee DS, Kang H, Kim BN, Chung MK.

IEEE Trans Med Imaging. 2011 May;30(5):1154-65. doi: 10.1109/TMI.2011.2140380. Epub 2011 Apr 7.

PMID:
21478072
5.

Uncovering intrinsic connectional architecture of functional networks in awake rat brain.

Liang Z, King J, Zhang N.

J Neurosci. 2011 Mar 9;31(10):3776-83. doi: 10.1523/JNEUROSCI.4557-10.2011.

6.

Modular organization of brain resting state networks in chronic back pain patients.

Balenzuela P, Chernomoretz A, Fraiman D, Cifre I, Sitges C, Montoya P, Chialvo DR.

Front Neuroinform. 2010 Nov 17;4:116. doi: 10.3389/fninf.2010.00116. eCollection 2010.

7.

Emerging concepts for the dynamical organization of resting-state activity in the brain.

Deco G, Jirsa VK, McIntosh AR.

Nat Rev Neurosci. 2011 Jan;12(1):43-56. doi: 10.1038/nrn2961. Review.

PMID:
21170073
8.

Accuracy of Pseudo-Inverse Covariance Learning--A Random Matrix Theory Analysis.

Hoyle DC.

IEEE Trans Pattern Anal Mach Intell. 2011 Jul;33(7):1470-81. doi: 10.1109/TPAMI.2010.186. Epub 2010 Oct 14.

PMID:
20921584
9.

Network modelling methods for FMRI.

Smith SM, Miller KL, Salimi-Khorshidi G, Webster M, Beckmann CF, Nichols TE, Ramsey JD, Woolrich MW.

Neuroimage. 2011 Jan 15;54(2):875-91. doi: 10.1016/j.neuroimage.2010.08.063. Epub 2010 Sep 15.

PMID:
20817103
10.

Regularization Paths for Generalized Linear Models via Coordinate Descent.

Friedman J, Hastie T, Tibshirani R.

J Stat Softw. 2010;33(1):1-22.

11.

Advances and pitfalls in the analysis and interpretation of resting-state FMRI data.

Cole DM, Smith SM, Beckmann CF.

Front Syst Neurosci. 2010 Apr 6;4:8. doi: 10.3389/fnsys.2010.00008. eCollection 2010.

12.

Sparse logistic regression for whole-brain classification of fMRI data.

Ryali S, Supekar K, Abrams DA, Menon V.

Neuroimage. 2010 Jun;51(2):752-64. doi: 10.1016/j.neuroimage.2010.02.040. Epub 2010 Feb 24.

13.

Learning brain connectivity of Alzheimer's disease by sparse inverse covariance estimation.

Huang S, Li J, Sun L, Ye J, Fleisher A, Wu T, Chen K, Reiman E; Alzheimer's Disease NeuroImaging Initiative.

Neuroimage. 2010 Apr 15;50(3):935-49. doi: 10.1016/j.neuroimage.2009.12.120. Epub 2010 Jan 14.

14.

Partial Correlation Estimation by Joint Sparse Regression Models.

Peng J, Wang P, Zhou N, Zhu J.

J Am Stat Assoc. 2009 Jun 1;104(486):735-746.

15.

Complex network measures of brain connectivity: uses and interpretations.

Rubinov M, Sporns O.

Neuroimage. 2010 Sep;52(3):1059-69. doi: 10.1016/j.neuroimage.2009.10.003. Epub 2009 Oct 9.

PMID:
19819337
16.

Six problems for causal inference from fMRI.

Ramsey JD, Hanson SJ, Hanson C, Halchenko YO, Poldrack RA, Glymour C.

Neuroimage. 2010 Jan 15;49(2):1545-58. doi: 10.1016/j.neuroimage.2009.08.065. Epub 2009 Sep 9.

PMID:
19747552
17.

Complex brain networks: graph theoretical analysis of structural and functional systems.

Bullmore E, Sporns O.

Nat Rev Neurosci. 2009 Mar;10(3):186-98. doi: 10.1038/nrn2575. Epub 2009 Feb 4. Review. Erratum in: Nat Rev Neurosci. 2009 Apr;10(4):312.

PMID:
19190637
18.

Mapping the structural core of human cerebral cortex.

Hagmann P, Cammoun L, Gigandet X, Meuli R, Honey CJ, Wedeen VJ, Sporns O.

PLoS Biol. 2008 Jul 1;6(7):e159. doi: 10.1371/journal.pbio.0060159.

19.

Network analysis of intrinsic functional brain connectivity in Alzheimer's disease.

Supekar K, Menon V, Rubin D, Musen M, Greicius MD.

PLoS Comput Biol. 2008 Jun 27;4(6):e1000100. doi: 10.1371/journal.pcbi.1000100.

20.

Disrupted small-world networks in schizophrenia.

Liu Y, Liang M, Zhou Y, He Y, Hao Y, Song M, Yu C, Liu H, Liu Z, Jiang T.

Brain. 2008 Apr;131(Pt 4):945-61. doi: 10.1093/brain/awn018. Epub 2008 Feb 25.

PMID:
18299296

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