Blei DM - Search Results

1

A probabilistic approach to discovering dynamic full-brain functional connectivity patterns.

Manning JR, Zhu X, Willke TL, Ranganath R, Stachenfeld K, Hasson U, Blei DM, Norman KA. Manning JR, et al. Among authors: blei dm. Neuroimage. 2018 Oct 15;180(Pt A):243-252. doi: 10.1016/j.neuroimage.2018.01.071. Epub 2018 Feb 12. Neuroimage. 2018. PMID: 29448074 Review.

2

A topographic latent source model for fMRI data.

Gershman SJ, Blei DM, Pereira F, Norman KA. Gershman SJ, et al. Among authors: blei dm. Neuroimage. 2011 Jul 1;57(1):89-100. doi: 10.1016/j.neuroimage.2011.04.042. Epub 2011 Apr 28. Neuroimage. 2011. PMID: 21549204 Free PMC article.

3

Decomposing spatiotemporal brain patterns into topographic latent sources.

Gershman SJ, Blei DM, Norman KA, Sederberg PB. Gershman SJ, et al. Among authors: blei dm. Neuroimage. 2014 Sep;98:91-102. doi: 10.1016/j.neuroimage.2014.04.055. Epub 2014 Apr 30. Neuroimage. 2014. PMID: 24791745 Free PMC article.

4

Topographic factor analysis: a Bayesian model for inferring brain networks from neural data.

Manning JR, Ranganath R, Norman KA, Blei DM. Manning JR, et al. Among authors: blei dm. PLoS One. 2014 May 7;9(5):e94914. doi: 10.1371/journal.pone.0094914. eCollection 2014. PLoS One. 2014. PMID: 24804795 Free PMC article.

5

Risk prediction for chronic kidney disease progression using heterogeneous electronic health record data and time series analysis.

Perotte A, Ranganath R, Hirsch JS, Blei D, Elhadad N. Perotte A, et al. J Am Med Inform Assoc. 2015 Jul;22(4):872-80. doi: 10.1093/jamia/ocv024. Epub 2015 Apr 20. J Am Med Inform Assoc. 2015. PMID: 25896647 Free PMC article.

6

Efficient discovery of overlapping communities in massive networks.

Gopalan PK, Blei DM. Gopalan PK, et al. Among authors: blei dm. Proc Natl Acad Sci U S A. 2013 Sep 3;110(36):14534-9. doi: 10.1073/pnas.1221839110. Epub 2013 Aug 15. Proc Natl Acad Sci U S A. 2013. PMID: 23950224 Free PMC article.

7

Context, learning, and extinction.

Gershman SJ, Blei DM, Niv Y. Gershman SJ, et al. Among authors: blei dm. Psychol Rev. 2010 Jan;117(1):197-209. doi: 10.1037/a0017808. Psychol Rev. 2010. PMID: 20063968 Review.

8

Distance Dependent Infinite Latent Feature Models.

Gershman SJ, Frazier PI, Blei DM. Gershman SJ, et al. Among authors: blei dm. IEEE Trans Pattern Anal Mach Intell. 2015 Feb;37(2):334-45. doi: 10.1109/TPAMI.2014.2321387. IEEE Trans Pattern Anal Mach Intell. 2015. PMID: 26353245

9

Scaling probabilistic models of genetic variation to millions of humans.

Gopalan P, Hao W, Blei DM, Storey JD. Gopalan P, et al. Among authors: blei dm. Nat Genet. 2016 Dec;48(12):1587-1590. doi: 10.1038/ng.3710. Epub 2016 Nov 7. Nat Genet. 2016. PMID: 27819665 Free PMC article.

10

Posterior predictive checks to quantify lack-of-fit in admixture models of latent population structure.

Mimno D, Blei DM, Engelhardt BE. Mimno D, et al. Among authors: blei dm. Proc Natl Acad Sci U S A. 2015 Jun 30;112(26):E3441-50. doi: 10.1073/pnas.1412301112. Epub 2015 Jun 12. Proc Natl Acad Sci U S A. 2015. PMID: 26071445 Free PMC article.

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