Featured Publications
Toward Realizing the Promise of AI in Precision Health Across the Spectrum of Care
Wiens J, Spector-Bagdady K, Mukherjee B. Toward Realizing the Promise of AI in Precision Health Across the Spectrum of Care. Annual Review Of Genomics And Human Genetics 2024, 25: 141-159. PMID: 38724019, DOI: 10.1146/annurev-genom-010323-010230.Peer-Reviewed Original ResearchChronic care managementSpectrum of careArtificial intelligenceClinical care decisionsAcademic medical centerEthical challengesClinical decision-makingImprove careCare decisionsPreventive careCare managementPrecision healthTertiary careLeveraging patient dataReduce inequalitiesCareMedical CenterInconsistent useSelection biasAI solutionsPatient dataMissing dataDecision-makingDesign imperfections
2019
Does Information on Blood Heavy Metals Improve Cardiovascular Mortality Prediction?
Wang X, Mukherjee B, Park S. Does Information on Blood Heavy Metals Improve Cardiovascular Mortality Prediction? Journal Of The American Heart Association 2019, 8: e013571. PMID: 31631727, PMCID: PMC6898859, DOI: 10.1161/jaha.119.013571.Peer-Reviewed Original ResearchConceptsCardiovascular diseaseNational Health and Nutrition Examination SurveyHealth and Nutrition Examination SurveyRisk factorsStudy sampleCardiovascular disease risk factorsCardiovascular disease mortalityCardiovascular disease risk assessmentImprove CVD risk predictionC-statisticNutrition Examination SurveyCardiovascular mortality predictionCVD risk predictionCox modelBlood markersExamination SurveyPrecision healthRisk scorePairwise interaction termsBlood metalsIntegrated discrimination improvementRisk predictionReclassification improvementMortality predictionInteraction terms