Austin E - Search Results

1

Applications of machine learning and data mining methods to detect associations of rare and common variants with complex traits.

Lu AT, Austin E, Bonner A, Huang HH, Cantor RM. Lu AT, et al. Among authors: austin e. Genet Epidemiol. 2014 Sep;38 Suppl 1:S81-5. doi: 10.1002/gepi.21830. Genet Epidemiol. 2014. PMID: 25112194

2

A Novel Statistic for Global Association Testing Based on Penalized Regression.

Austin E, Shen X, Pan W. Austin E, et al. Genet Epidemiol. 2015 Sep;39(6):415-26. doi: 10.1002/gepi.21915. Genet Epidemiol. 2015. PMID: 26282998

3

Penalized Regression and Risk Prediction in Genome-Wide Association Studies.

Austin E, Pan W, Shen X. Austin E, et al. Stat Anal Data Min. 2013 Aug 1;6(4):10.1002/sam.11183. doi: 10.1002/sam.11183. Stat Anal Data Min. 2013. PMID: 24348893 Free PMC article.

4

Does the inclusion of rare variants improve risk prediction?

Austin E, Pan W, Shen X. Austin E, et al. BMC Proc. 2014 Jun 17;8(Suppl 1):S94. doi: 10.1186/1753-6561-8-S1-S94. eCollection 2014. BMC Proc. 2014. PMID: 25519349 Free PMC article.

5

A New Semiparametric Approach to Finite Mixture of Regressions using Penalized Regression via Fusion.

Austin E, Pan W, Shen X. Austin E, et al. Stat Sin. 2020 Apr;30(2):783-807. doi: 10.5705/ss.202016.0531. Stat Sin. 2020. PMID: 34824523 Free PMC article.

6

Targeted Sequencing Study to Uncover Shared Genetic Susceptibility Between Peripheral Artery Disease and Coronary Heart Disease-Brief Report.

Safarova MS, Fan X, Austin EE, van Zuydam N, Hopewell J, Schaid DJ, Kullo IJ. Safarova MS, et al. Among authors: austin ee. Arterioscler Thromb Vasc Biol. 2019 Jun;39(6):1227-1233. doi: 10.1161/ATVBAHA.118.312128. Arterioscler Thromb Vasc Biol. 2019. PMID: 31070467 Free PMC article.

7

Motivation, Perception, and Treatment Beliefs in the Myocardial Infarction Genes (MI-GENES) Randomized Clinical Trial.

Kattel S, Onyekwelu T, Brown SA, Jouni H, Austin E, Kullo IJ. Kattel S, et al. Among authors: austin e. J Genet Couns. 2017 Oct;26(5):1153-1161. doi: 10.1007/s10897-017-0092-9. Epub 2017 Apr 6. J Genet Couns. 2017. PMID: 28386791 Clinical Trial.

8

Plasma Osteopontin Levels and Adverse Cardiovascular Outcomes in the PEACE Trial.

Abdalrhim AD, Marroush TS, Austin EE, Gersh BJ, Solak N, Rizvi SA, Bailey KR, Kullo IJ. Abdalrhim AD, et al. Among authors: austin ee. PLoS One. 2016 Jun 10;11(6):e0156965. doi: 10.1371/journal.pone.0156965. eCollection 2016. PLoS One. 2016. PMID: 27284698 Free PMC article. Clinical Trial.

9

A Risk Prediction Model for Mortality Among Smokers in the COPDGene® Study.

Strand M, Austin E, Moll M, Pratte KA, Regan EA, Hayden LP, Bhatt SP, Boriek AM, Casaburi R, Silverman EK, Fortis S, Ruczinski I, Koegler H, Rossiter HB, Occhipinti M, Hanania NA, Gebrekristos HT, Lynch DA, Kunisaki KM, Young KA, Sieren JC, Ragland M, Hokanson JE, Lutz SM, Make BJ, Kinney GL, Cho MH, Pistolesi M, DeMeo DL, Sciurba FC, Comellas AP, Diaz AA, Barjaktarevic I, Bowler RP, Kanner RE, Peters SP, Ortega VE, Dransfield MT, Crapo JD. Strand M, et al. Among authors: austin e. Chronic Obstr Pulm Dis. 2020 Oct;7(4):346-361. doi: 10.15326/jcopdf.7.4.2020.0146. Chronic Obstr Pulm Dis. 2020. PMID: 32877963 Free PMC article.

10

Genome-Wide Association Study of Peripheral Artery Disease.

van Zuydam NR, Stiby A, Abdalla M, Austin E, Dahlström EH, McLachlan S, Vlachopoulou E, Ahlqvist E, Di Liao C, Sandholm N, Forsblom C, Mahajan A, Robertson NR, Rayner NW, Lindholm E, Sinisalo J, Perola M, Kallio M, Weiss E, Price J, Paterson A, Klein B, Salomaa V, Palmer CNA, Groop PH, Groop L, McCarthy MI, de Andrade M, Morris AP, Hopewell JC, Colhoun HM, Kullo IJ; GoLEAD Consortium, SUMMIT Consortium†. van Zuydam NR, et al. Among authors: austin e. Circ Genom Precis Med. 2021 Oct;14(5):e002862. doi: 10.1161/CIRCGEN.119.002862. Epub 2021 Oct 4. Circ Genom Precis Med. 2021. PMID: 34601942 Free PMC article.

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