2025
Transforming Population Health Screening for Atherosclerotic Cardiovascular Disease with AI-Enhanced ECG Analytics: Opportunities and Challenges
Biswas D, Aminorroaya A, Croon P, Batinica B, Pedroso A, Khera R. Transforming Population Health Screening for Atherosclerotic Cardiovascular Disease with AI-Enhanced ECG Analytics: Opportunities and Challenges. Current Atherosclerosis Reports 2025, 27: 86. PMID: 40888973, DOI: 10.1007/s11883-025-01337-4.Peer-Reviewed Original ResearchConceptsAtherosclerotic cardiovascular diseasePopulation health screeningPopulation-level screeningCardiovascular diseaseLow riskHealth screeningStandard risk factorsHospital-basedCardiovascular healthSubclinical coronary artery diseaseWorkflow integrationSingle-lead ECGPersonalized interventionsPatient outcomesDiverse populationsTraditional risk modelsECG interpretationRisk factorsAscertainment biasImplementation challengesAdverse cardiovascular eventsProspective studyLogistical challengesRe-classifying patientsCoronary artery disease
2024
Multimodal fusion learning for long QT syndrome pathogenic genotypes in a racially diverse population
Jiang J, Thi Vy H, Charney A, Kovatch P, Reddy V, Jayaraman P, Do R, Khera R, Chugh S, Bhatt D, Vaid A, Lampert J, Nadkarni G. Multimodal fusion learning for long QT syndrome pathogenic genotypes in a racially diverse population. Npj Digital Medicine 2024, 7: 226. PMID: 39181999, PMCID: PMC11344778, DOI: 10.1038/s41746-024-01218-1.Peer-Reviewed Original ResearchLong QT syndromeUnited Kingdom BiobankHigh-risk genotypesElectronic health record dataHealth record dataPathogenic variantsRacially/ethnically diverse cohortCongenital long QT syndromeLQTS-susceptibility genesRacially diverse populationMount Sinai BioMe BiobankPathogenic genetic mutationsQT corrected intervalArea under the receiver operating curveBioMe BiobankPatient prioritizationReceiver operating curveQT syndromeRecord dataDiverse cohortGenetic testingDiverse populationsPathogen genotypesGenetic mutationsPatients
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