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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: doupe p.
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
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: doupe p.
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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Characterizing Subgroups of High-Need, High-Cost Patients Based on Their Clinical Conditions: a Machine Learning-Based Analysis of Medicaid Claims Data.
Nuti SV, Doupe P, Villanueva B, Scarpa J, Bruzelius E, Baum A.
Nuti SV, et al. Among authors: doupe p.
J Gen Intern Med. 2019 Aug;34(8):1406-1408. doi: 10.1007/s11606-019-04941-8.
J Gen Intern Med. 2019.
PMID: 30887432
Free PMC article.
No abstract available.
Item in Clipboard
Satellite images and machine learning can identify remote communities to facilitate access to health services.
Bruzelius E, Le M, Kenny A, Downey J, Danieletto M, Baum A, Doupe P, Silva B, Landrigan PJ, Singh P.
Bruzelius E, et al. Among authors: doupe p.
J Am Med Inform Assoc. 2019 Aug 1;26(8-9):806-812. doi: 10.1093/jamia/ocz111.
J Am Med Inform Assoc. 2019.
PMID: 31411691
Free PMC article.
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Multiple chronic conditions at a major urban health system: a retrospective cross-sectional analysis of frequencies, costs and comorbidity patterns.
Majumdar UB, Hunt C, Doupe P, Baum AJ, Heller DJ, Levine EL, Kumar R, Futterman R, Hajat C, Kishore SP.
Majumdar UB, et al. Among authors: doupe p.
BMJ Open. 2019 Oct 15;9(10):e029340. doi: 10.1136/bmjopen-2019-029340.
BMJ Open. 2019.
PMID: 31619421
Free PMC article.
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Hypertension screening, prevalence, treatment, and control at a large private hospital in Kampala, Uganda: A retrospective analysis.
Majumdar U, Nanyonga Clarke R, Moran AE, Doupe P, Gadikota-Klumpers DD, Gidio A, Ssentamu D, Heller DJ.
Majumdar U, et al. Among authors: doupe p.
PLOS Glob Public Health. 2022 May 10;2(5):e0000386. doi: 10.1371/journal.pgph.0000386. eCollection 2022.
PLOS Glob Public Health. 2022.
PMID: 36962239
Free PMC article.
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