Blei DM - Search Results

1

Dose-response modeling in high-throughput cancer drug screenings: an end-to-end approach.

Tansey W, Li K, Zhang H, Linderman SW, Rabadan R, Blei DM, Wiggins CH. Tansey W, et al. Among authors: blei dm. Biostatistics. 2022 Apr 13;23(2):643-665. doi: 10.1093/biostatistics/kxaa047. Biostatistics. 2022. PMID: 33417699 Free PMC article.

2

Double Empirical Bayes Testing.

Tansey W, Wang Y, Rabadan R, Blei DM. Tansey W, et al. Among authors: blei dm. Int Stat Rev. 2020 Dec;88(Suppl 1):S91-S113. doi: 10.1111/insr.12430. Epub 2020 Nov 25. Int Stat Rev. 2020. PMID: 35356801 Free PMC article.

3

De novo gene signature identification from single-cell RNA-seq with hierarchical Poisson factorization.

Levitin HM, Yuan J, Cheng YL, Ruiz FJ, Bush EC, Bruce JN, Canoll P, Iavarone A, Lasorella A, Blei DM, Sims PA. Levitin HM, et al. Among authors: blei dm. Mol Syst Biol. 2019 Feb 22;15(2):e8557. doi: 10.15252/msb.20188557. Mol Syst Biol. 2019. PMID: 30796088 Free PMC article.

4

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.

5

Adjusting for indirectly measured confounding using large-scale propensity score.

Zhang L, Wang Y, Schuemie MJ, Blei DM, Hripcsak G. Zhang L, et al. Among authors: blei dm. J Biomed Inform. 2022 Oct;134:104204. doi: 10.1016/j.jbi.2022.104204. Epub 2022 Sep 13. J Biomed Inform. 2022. PMID: 36108816 Free PMC article.

6

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.

7

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.

8

Science and data science.

Blei DM, Smyth P. Blei DM, et al. Proc Natl Acad Sci U S A. 2017 Aug 15;114(33):8689-8692. doi: 10.1073/pnas.1702076114. Epub 2017 Aug 7. Proc Natl Acad Sci U S A. 2017. PMID: 28784795 Free PMC article.

9

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.

10

Measuring discursive influence across scholarship.

Gerow A, Hu Y, Boyd-Graber J, Blei DM, Evans JA. Gerow A, et al. Among authors: blei dm. Proc Natl Acad Sci U S A. 2018 Mar 27;115(13):3308-3313. doi: 10.1073/pnas.1719792115. Epub 2018 Mar 12. Proc Natl Acad Sci U S A. 2018. PMID: 29531061 Free PMC article.

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