2020
DNA methylation biomarker selected by an ensemble machine learning approach predicts mortality risk in an HIV-positive veteran population
Shu C, Justice AC, Zhang X, Marconi VC, Hancock DB, Johnson EO, Xu K. DNA methylation biomarker selected by an ensemble machine learning approach predicts mortality risk in an HIV-positive veteran population. Epigenetics 2020, 16: 741-753. PMID: 33092459, PMCID: PMC8216205, DOI: 10.1080/15592294.2020.1824097.Peer-Reviewed Original ResearchConceptsVeterans Aging Cohort StudyMortality risk groupsAging Cohort StudyHigher mortality riskMortality riskRisk groupsCohort studyHigh mortality risk groupLow-mortality risk groupsInflammation response pathwayHIV-positive participantsHuman immunodeficiency virusLow-risk groupImproved life expectancyVACS IndexHIV populationNatural killerImmunodeficiency virusPredictive biomarkersPLWHDNA methylation biomarkersVeteran populationSurvival analysisEpigenome-wide associationHIV
2019
Medicare Shared Savings ACOs and Hospice Care for Ischemic Stroke Patients
Kaufman B, O'Brien E, Stearns S, Matsouaka R, Holmes G, Weinberger M, Schwamm L, Smith E, Fonarow G, Xian Y, Taylor D. Medicare Shared Savings ACOs and Hospice Care for Ischemic Stroke Patients. Journal Of The American Geriatrics Society 2019, 67: 1402-1409. PMID: 30835818, DOI: 10.1111/jgs.15852.Peer-Reviewed Original ResearchConceptsIschemic stroke patientsHigher mortality riskHospice enrollmentStroke patientsAccountable care organizationsMortality riskMedicare Shared Savings ProgramComfort measuresLife careIncident ischemic stroke patientsLow-mortality risk groupsGWTG-Stroke hospitalsIncident ischemic strokeMortality risk groupsPalliative care servicesService Medicare beneficiariesQuality of endMedicare hospice benefitSevere strokeIschemic strokePoor prognosisNational registryReduced oddsRisk groupsHospice care
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