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Machine Learning for Health Services Researchers.
Value Health. 2019 Jul;22(7):808-815. doi: 10.1016/j.jval.2019.02.012.
Value Health. 2019.
PMID: 31277828
Free article.
Review.
Machine Learning Methods for Precision Medicine Research Designed to Reduce Health Disparities: A Structured Tutorial.
Basu S, Faghmous JH, Doupe P.
Basu S, et al. Among authors: faghmous jh.
Ethn Dis. 2020 Apr 2;30(Suppl 1):217-228. doi: 10.18865/ed.30.S1.217. eCollection 2020.
Ethn Dis. 2020.
PMID: 32269464
Free PMC article.
Review.
Item in Clipboard
Targeting weight loss interventions to reduce cardiovascular complications of type 2 diabetes: a machine learning-based post-hoc analysis of heterogeneous treatment effects in the Look AHEAD trial.
Baum A, Scarpa J, Bruzelius E, Tamler R, Basu S, Faghmous J.
Baum A, et al. Among authors: faghmous j.
Lancet Diabetes Endocrinol. 2017 Oct;5(10):808-815. doi: 10.1016/S2213-8587(17)30176-6. Epub 2017 Jul 12.
Lancet Diabetes Endocrinol. 2017.
PMID: 28711469
Free PMC article.
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Huntington's disease in the United States: Variation by demographic and socioeconomic factors.
Bruzelius E, Scarpa J, Zhao Y, Basu S, Faghmous JH, Baum A.
Bruzelius E, et al. Among authors: faghmous jh.
Mov Disord. 2019 Jun;34(6):858-865. doi: 10.1002/mds.27653. Epub 2019 Mar 13.
Mov Disord. 2019.
PMID: 30868663
Free PMC article.
Item in Clipboard
Assessment of Risk of Harm Associated With Intensive Blood Pressure Management Among Patients With Hypertension Who Smoke: A Secondary Analysis of the Systolic Blood Pressure Intervention Trial.
Scarpa J, Bruzelius E, Doupe P, Le M, Faghmous J, Baum A.
Scarpa J, et al. Among authors: faghmous j.
JAMA Netw Open. 2019 Mar 1;2(3):e190005. doi: 10.1001/jamanetworkopen.2019.0005.
JAMA Netw Open. 2019.
PMID: 30848803
Free PMC article.
Clinical Trial.
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A daily global mesoscale ocean eddy dataset from satellite altimetry.
Faghmous JH, Frenger I, Yao Y, Warmka R, Lindell A, Kumar V.
Faghmous JH, et al.
Sci Data. 2015 Jun 9;2:150028. doi: 10.1038/sdata.2015.28. eCollection 2015.
Sci Data. 2015.
PMID: 26097744
Free PMC article.
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A Big Data Guide to Understanding Climate Change: The Case for Theory-Guided Data Science.
Faghmous JH, Kumar V.
Faghmous JH, et al.
Big Data. 2014 Sep 1;2(3):155-163. doi: 10.1089/big.2014.0026.
Big Data. 2014.
PMID: 25276499
Free PMC article.
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