Featured Publications
Comparative Effectiveness of Machine Learning Approaches for Predicting Gastrointestinal Bleeds in Patients Receiving Antithrombotic Treatment
Herrin J, Abraham NS, Yao X, Noseworthy PA, Inselman J, Shah ND, Ngufor C. Comparative Effectiveness of Machine Learning Approaches for Predicting Gastrointestinal Bleeds in Patients Receiving Antithrombotic Treatment. JAMA Network Open 2021, 4: e2110703. PMID: 34019087, PMCID: PMC8140376, DOI: 10.1001/jamanetworkopen.2021.10703.Peer-Reviewed Original ResearchMeSH KeywordsAdolescentAdultAgedAged, 80 and overAnticoagulantsAntifibrinolytic AgentsAtrial FibrillationClinical Decision-MakingCohort StudiesCross-Sectional StudiesFemaleFibrinolytic AgentsGastrointestinal HemorrhageHumansMachine LearningMaleMiddle AgedMyocardial IschemiaPredictive Value of TestsRetrospective StudiesRisk AssessmentThienopyridinesUnited StatesVenous ThromboembolismYoung AdultConceptsGastrointestinal bleedingIschemic heart diseaseCross-sectional studyThienopyridine antiplatelet agentAntithrombotic treatmentVenous thromboembolismAntiplatelet agentsRandom survival forestStudy cohortAtrial fibrillationValidation cohortHeart diseaseHAS-BLED risk scoreRetrospective cross-sectional studyCox proportional hazards regressionHAS-BLED scorePrior GI bleedPatients 18 yearsCohort of patientsEntire study cohortProportional hazards regressionOptumLabs Data WarehouseMedicare Advantage enrolleesPositive predictive valueRisk prediction model
2018
Risk of Systemic Adverse Events Associated with Intravitreal Anti–VEGF Therapy for Diabetic Macular Edema in Routine Clinical Practice
Maloney MH, Schilz SR, Herrin J, Sangaralingham LR, Shah ND, Barkmeier AJ. Risk of Systemic Adverse Events Associated with Intravitreal Anti–VEGF Therapy for Diabetic Macular Edema in Routine Clinical Practice. Ophthalmology 2018, 126: 1007-1015. PMID: 30292542, DOI: 10.1016/j.ophtha.2018.09.040.Peer-Reviewed Original ResearchConceptsDiabetic macular edemaRoutine clinical practiceSystemic serious adverse eventsMacular laserMajor bleedingCerebrovascular diseaseMyocardial infarctionClinical practiceCause hospitalizationAdverse eventsHazard ratioIntravitreal corticosteroidsAnti-VEGFMacular edemaDME treatmentTreatment of DMEIntravitreal anti-VEGF therapyCox proportional hazards regressionAnti-VEGF pharmacotherapySystemic safety profileCorticosteroid-treated patientsRetrospective cohort studySerious adverse eventsSystemic adverse eventsMacular laser photocoagulation