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Items: 1 to 20 of 127

1.

Bayesian model selection for group studies.

Stephan KE, Penny WD, Daunizeau J, Moran RJ, Friston KJ.

Neuroimage. 2009 Jul 15;46(4):1004-17. doi: 10.1016/j.neuroimage.2009.03.025. Epub 2009 Mar 20. Erratum in: Neuroimage. 2009 Oct 15;48(1):311.

2.

Classical and Bayesian inference in neuroimaging: applications.

Friston KJ, Glaser DE, Henson RN, Kiebel S, Phillips C, Ashburner J.

Neuroimage. 2002 Jun;16(2):484-512.

PMID:
12030833
3.

Bayesian model reduction and empirical Bayes for group (DCM) studies.

Friston KJ, Litvak V, Oswal A, Razi A, Stephan KE, van Wijk BCM, Ziegler G, Zeidman P.

Neuroimage. 2016 Mar;128:413-431. doi: 10.1016/j.neuroimage.2015.11.015. Epub 2015 Nov 11.

4.

Classical and Bayesian inference in neuroimaging: theory.

Friston KJ, Penny W, Phillips C, Kiebel S, Hinton G, Ashburner J.

Neuroimage. 2002 Jun;16(2):465-83.

PMID:
12030832
5.

MEG source localization under multiple constraints: an extended Bayesian framework.

Mattout J, Phillips C, Penny WD, Rugg MD, Friston KJ.

Neuroimage. 2006 Apr 15;30(3):753-67. Epub 2005 Dec 20.

PMID:
16368248
6.

Inversion of hierarchical Bayesian models using Gaussian processes.

Lomakina EI, Paliwal S, Diaconescu AO, Brodersen KH, Aponte EA, Buhmann JM, Stephan KE.

Neuroimage. 2015 Sep;118:133-45. doi: 10.1016/j.neuroimage.2015.05.084. Epub 2015 Jun 3.

PMID:
26048619
7.

Bayesian model selection for group studies - revisited.

Rigoux L, Stephan KE, Friston KJ, Daunizeau J.

Neuroimage. 2014 Jan 1;84:971-85. doi: 10.1016/j.neuroimage.2013.08.065. Epub 2013 Sep 7.

PMID:
24018303
8.

Variational Bayesian mixed-effects inference for classification studies.

Brodersen KH, Daunizeau J, Mathys C, Chumbley JR, Buhmann JM, Stephan KE.

Neuroimage. 2013 Aug 1;76:345-61. doi: 10.1016/j.neuroimage.2013.03.008. Epub 2013 Mar 16.

9.

Bayesian decoding of brain images.

Friston K, Chu C, MourĂ£o-Miranda J, Hulme O, Rees G, Penny W, Ashburner J.

Neuroimage. 2008 Jan 1;39(1):181-205. Epub 2007 Aug 24.

PMID:
17919928
10.

A Bayesian spatiotemporal model for very large data sets.

Harrison LM, Green GG.

Neuroimage. 2010 Apr 15;50(3):1126-41. doi: 10.1016/j.neuroimage.2009.12.042. Epub 2009 Dec 21.

PMID:
20026230
11.

Empirical Bayes for DCM: A Group Inversion Scheme.

Friston K, Zeidman P, Litvak V.

Front Syst Neurosci. 2015 Nov 27;9:164. doi: 10.3389/fnsys.2015.00164. eCollection 2015.

12.

Comparing variational Bayes with Markov chain Monte Carlo for Bayesian computation in neuroimaging.

Nathoo FS, Lesperance ML, Lawson AB, Dean CB.

Stat Methods Med Res. 2013 Aug;22(4):398-423. doi: 10.1177/0962280212448973. Epub 2012 May 28.

PMID:
22642986
13.

A unified Bayesian framework for MEG/EEG source imaging.

Wipf D, Nagarajan S.

Neuroimage. 2009 Feb 1;44(3):947-66. doi: 10.1016/j.neuroimage.2008.02.059. Epub 2008 Mar 18.

14.

A new prior for bayesian anomaly detection: application to biosurveillance.

Shen Y, Cooper GF.

Methods Inf Med. 2010;49(1):44-53. doi: 10.3414/ME09-01-0008. Epub 2009 Dec 21.

PMID:
20027381
15.

A hierarchical model for integrating unsupervised generative embedding and empirical Bayes.

Raman S, Deserno L, Schlagenhauf F, Stephan KE.

J Neurosci Methods. 2016 Aug 30;269:6-20. doi: 10.1016/j.jneumeth.2016.04.022. Epub 2016 Apr 30.

PMID:
27141854
16.

Integrated Bayesian models of learning and decision making for saccadic eye movements.

Brodersen KH, Penny WD, Harrison LM, Daunizeau J, Ruff CC, Duzel E, Friston KJ, Stephan KE.

Neural Netw. 2008 Nov;21(9):1247-60. doi: 10.1016/j.neunet.2008.08.007. Epub 2008 Sep 7.

17.

[Meta-analysis of the Italian studies on short-term effects of air pollution].

Biggeri A, Bellini P, Terracini B; Italian MISA Group.

Epidemiol Prev. 2001 Mar-Apr;25(2 Suppl):1-71. Italian.

PMID:
11515188
18.

Posterior probability maps and SPMs.

Friston KJ, Penny W.

Neuroimage. 2003 Jul;19(3):1240-9.

PMID:
12880849
19.

A mesostate-space model for EEG and MEG.

Daunizeau J, Friston KJ.

Neuroimage. 2007 Oct 15;38(1):67-81. Epub 2007 Jul 24.

PMID:
17761440

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