2025
Artificial Intelligence–Enabled Prediction of Heart Failure Risk From Single-Lead Electrocardiograms
Dhingra L, Aminorroaya A, Pedroso A, Khunte A, Sangha V, McIntyre D, Chow C, Asselbergs F, Brant L, Barreto S, Ribeiro A, Krumholz H, Oikonomou E, Khera R. Artificial Intelligence–Enabled Prediction of Heart Failure Risk From Single-Lead Electrocardiograms. JAMA Cardiology 2025, 10: 574-584. PMID: 40238120, PMCID: PMC12004248, DOI: 10.1001/jamacardio.2025.0492.Peer-Reviewed Original ResearchYale New Haven Health SystemELSA-BrasilPCP-HFNew-onset HFHarrell's C-statisticProspective population-based cohortUK Biobank (UKBBrazilian Longitudinal StudyELSA-Brasil participantsC-statisticPopulation-based cohortIntegrated discrimination improvementReclassification improvementRisk of deathUKB participantsHealth systemRetrospective cohort studyDiscrimination improvementMain OutcomesLeft ventricular systolic dysfunctionHF riskUKBCohort studySingle-lead ECGIndependent of ageHeart failure risk stratification using artificial intelligence applied to electrocardiogram images: a multinational study
Dhingra L, Aminorroaya A, Sangha V, Pedroso A, Asselbergs F, Brant L, Barreto S, Ribeiro A, Krumholz H, Oikonomou E, Khera R. Heart failure risk stratification using artificial intelligence applied to electrocardiogram images: a multinational study. European Heart Journal 2025, 46: 1044-1053. PMID: 39804243, PMCID: PMC12086686, DOI: 10.1093/eurheartj/ehae914.Peer-Reviewed Original ResearchYale New Haven Health SystemELSA-BrasilPCP-HFUK BiobankHF riskBrazilian Longitudinal Study of Adult HealthLongitudinal Study of Adult HealthBrazilian Longitudinal StudyRisk of new-onset HFPooled Cohort EquationsPrimary HF hospitalizationsHigher HF riskHarrell's C-statisticRisk of deathNew-onset HFCohort EquationsHealth systemComprehensive clinical evaluationAdult HealthHeart failureIncident HFHF hospitalizationBaseline HFC-statisticPrevent HF
2024
Discrimination of the Veterans Aging Cohort Study Index 2.0 for Predicting Cause-specific Mortality Among Persons With HIV in Europe and North America
Ambia J, Ingle S, McGinnis K, Pantazis N, Silverberg M, Wittkop L, Kusejko K, Crane H, van Sighem A, Sarcletti M, Cozzi-Lepri A, Domingo P, Jarrin I, Wyen C, Hessamfar M, Zhang L, Cavassini M, Berenguer J, Sterling T, Reiss P, Abgrall S, Gill M, Justice A, Sterne J, Trickey A. Discrimination of the Veterans Aging Cohort Study Index 2.0 for Predicting Cause-specific Mortality Among Persons With HIV in Europe and North America. Open Forum Infectious Diseases 2024, 11: ofae333. PMID: 39015347, PMCID: PMC11249920, DOI: 10.1093/ofid/ofae333.Peer-Reviewed Original ResearchVeterans Aging Cohort StudyVeterans Aging Cohort Study IndexCause-specific mortalityNon-AIDS-defining cancersNon-AIDS-definingPredicting cause-specific mortalityFlexible parametric survival modelsAntiretroviral therapyC-statisticNon-AIDS infectionsAging Cohort StudyAbsolute mortality riskHarrell's C-statisticAntiretroviral therapy initiationParametric survival modelsTargeted careCause of deathMortality riskVisit dateMultiple imputationCohort studyPWHAssess discriminationCox modelRespiratory-related
2022
Development and Validation of a Model for Prediction of End-Stage Liver Disease in People With HIV
Kim HN, Nance RM, Re V, Silverberg MJ, Franco R, Sterling TR, Cachay ER, Horberg MA, Althoff KN, Justice AC, Moore RD, Klein M, Crane HM, Delaney JA, Kitahata MM. Development and Validation of a Model for Prediction of End-Stage Liver Disease in People With HIV. JAIDS Journal Of Acquired Immune Deficiency Syndromes 2022, 89: 396-404. PMID: 35202048, PMCID: PMC8887786, DOI: 10.1097/qai.0000000000002886.Peer-Reviewed Original ResearchConceptsEnd-stage liver diseaseLiver diseaseNorth American AIDS Cohort CollaborationStandardized medical record reviewAccessible clinical parametersHIV-specific factorsChronic hepatitis BFibrosis-4 indexMedical record reviewSpontaneous bacterial peritonitisHarrell's C-statisticHepatitis B virusHepatitis C virusAlcohol use disorderRisk prediction modelRace/ethnicityCohort CollaborationESLD riskHepatic impairmentVariceal bleedHepatitis BBacterial peritonitisHepatic encephalopathyRecord reviewClinical parameters
2019
Improved discrimination of mortality with Veterans Aging Cohort Study (VACS) Index 2.0 in HIV-positive individuals
Tate JP, Sterne JAC, Justice AC. Improved discrimination of mortality with Veterans Aging Cohort Study (VACS) Index 2.0 in HIV-positive individuals. AIDS 2019, Publish Ahead of Print: &na;. PMID: 30649058, PMCID: PMC6749990, DOI: 10.1097/qad.0000000000002140.Peer-Reviewed Original ResearchConceptsWhite blood countC-statisticBlood countVeterans Aging Cohort Study (VACS) IndexAntiretroviral Therapy Cohort CollaborationDiscrimination of mortalityVACS Index 2.0Antiretroviral therapy initiationCD4 cell countHIV-positive populationHarrell's C-statisticHIV-1 RNAHIV-positive individualsKaplan-Meier plotsCohort CollaborationNadir CD4VAC patientsAntiretroviral therapyCause mortalityCD8 ratioTherapy initiationViral suppressionGeneral healthExcess mortalityLaboratory values
2017
Association of Alternative Approaches to Normalizing Peritoneal Dialysis Clearance with Mortality and Technique Failure: A Retrospective Analysis Using the United States Renal Data System-Dialysis Morbidity and Mortality Study, Wave 2
Boyle SM, Li Y, Wilson FP, Glickman JD, Feldman HI. Association of Alternative Approaches to Normalizing Peritoneal Dialysis Clearance with Mortality and Technique Failure: A Retrospective Analysis Using the United States Renal Data System-Dialysis Morbidity and Mortality Study, Wave 2. Advances In Peritoneal Dialysis 2017, 37: 85-93. PMID: 27680757, PMCID: PMC5448711, DOI: 10.3747/pdi.2015.00227.Peer-Reviewed Original ResearchMeSH KeywordsAdultAgedBlood Urea NitrogenCause of DeathCohort StudiesCreatinineDialysis SolutionsFemaleHumansKaplan-Meier EstimateKidney Failure, ChronicKidney Function TestsMaleMiddle AgedPeritoneal Dialysis, Continuous AmbulatoryProportional Hazards ModelsRegistriesRenal DialysisRetrospective StudiesRisk AssessmentSurvival AnalysisUnited StatesUreaConceptsKt/body surface areaKt/VBody surface areaTechnique failureHarrell's C-statisticPeritoneal urea clearanceC-statisticHazard ratioUrea clearanceUrine volumeUnited States Renal Data System Dialysis MorbidityBody mass index strataMortality Study Wave 2Peritoneal Kt/VUnited States Renal Data SystemIncident peritoneal dialysis patientsIdeal weightSignificant differencesCox proportional hazards modelPeritoneal dialysis clearanceMedian patient ageRetrospective cohort studyPeritoneal dialysis patientsGlomerular filtration rateOutcomes of mortality
2016
Recalibrating the Child–Turcotte–Pugh Score to Improve Prediction of Transplant-Free Survival in Patients with Cirrhosis
Kaplan DE, Dai F, Skanderson M, Aytaman A, Baytarian M, D’Addeo K, Fox R, Hunt K, Knott A, Mehta R, Pedrosa M, Pocha C, Valderrama A, Taddei T, for the VOCAL Study Group. Recalibrating the Child–Turcotte–Pugh Score to Improve Prediction of Transplant-Free Survival in Patients with Cirrhosis. Digestive Diseases And Sciences 2016, 61: 3309-3320. PMID: 27405990, PMCID: PMC5067291, DOI: 10.1007/s10620-016-4239-6.Peer-Reviewed Original ResearchMeSH KeywordsAdultAgedBilirubinCreatinineDisease ProgressionEnd Stage Liver DiseaseEvidence-Based MedicineFemaleHumansInternational Normalized RatioLiver CirrhosisLiver TransplantationMaleMiddle AgedOdds RatioPrognosisProportional Hazards ModelsRetrospective StudiesSerum AlbuminSeverity of Illness IndexUnited StatesVeteransConceptsTransplant-free survivalHarrell's C-statisticC-statisticPugh scoreChild-TurcotteCTP scoreHighest Harrell's C-statisticsCox proportional hazards modelEvidence-based cutpointProportional hazards modelLong-term survivalEtiology subgroupsSerum creatinineVeteran patientsLaboratory variablesRisk ratioTotal bilirubinHazards modelCirrhosisPatientsLower cutpointsDisease etiologySurvivalCutpointsScores
2015
Development and Performance of an Algorithm to Estimate the Child-Turcotte-Pugh Score From a National Electronic Healthcare Database
Kaplan DE, Dai F, Aytaman A, Baytarian M, Fox R, Hunt K, Knott A, Pedrosa M, Pocha C, Mehta R, Duggal M, Skanderson M, Valderrama A, Taddei TH, Group V. Development and Performance of an Algorithm to Estimate the Child-Turcotte-Pugh Score From a National Electronic Healthcare Database. Clinical Gastroenterology And Hepatology 2015, 13: 2333-2341.e6. PMID: 26188137, PMCID: PMC4655141, DOI: 10.1016/j.cgh.2015.07.010.Peer-Reviewed Original ResearchConceptsCTP scoreAdministrative databasesChild-TurcottePugh scoreVeterans Health Administration Corporate Data WarehouseLaboratory dataCox proportional hazards regressionSeverity of ascitesTransplant-free survivalSeverity IndexInternational normalized ratioClinical laboratory valuesHarrell's C-statisticProportional hazards regressionDiseases version 9U.S. Veterans Health AdministrationVeterans Health AdministrationMulticenter collaborative studyLarge administrative databaseLong-term survivalDisease severity scoreValidity of diagnosesCorporate Data WarehouseElectronic healthcare databasesCommon Procedural Terminology
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