2023
Higher Hospital Frailty Risk Score Is Associated With Increased Risk of Stroke: Observational and Genetic Analyses
Renedo D, Acosta J, Koo A, Rivier C, Sujijantarat N, de Havenon A, Sharma R, Gill T, Sheth K, Falcone G, Matouk C. Higher Hospital Frailty Risk Score Is Associated With Increased Risk of Stroke: Observational and Genetic Analyses. Stroke 2023, 54: 1538-1547. PMID: 37216451, PMCID: PMC10212531, DOI: 10.1161/strokeaha.122.041891.Peer-Reviewed Original ResearchConceptsHospital Frailty Risk ScoreRisk of strokeHighest Hospital Frailty Risk ScoresDate of consentFrailty Risk ScoreMendelian randomization analysisStroke riskRisk scoreRandomization analysisTime of enrollmentAvailable electronic health recordsMendelian randomizationElectronic health recordsLook-back periodIncident strokeDose-response wayFrailty statusHemorrhagic strokeMultivariable analysisStroke eventsObservational studyHigh riskFrailtySignificant associationSimilar association
2022
Multimodal biomedical AI
Acosta JN, Falcone GJ, Rajpurkar P, Topol EJ. Multimodal biomedical AI. Nature Medicine 2022, 28: 1773-1784. PMID: 36109635, DOI: 10.1038/s41591-022-01981-2.Peer-Reviewed Original ResearchConceptsArtificial intelligence solutionsDigital twin technologyDigital clinical trialsVirtual health assistantsPrivacy challengesIntelligence solutionsTwin technologyArtificial intelligenceElectronic health recordsBiomedical dataMedical imagingRemote monitoringHealth recordsKey applicationsFull potentialPandemic surveillanceIntelligenceAILow costHealth assistantsChallengesComplexityAssistantsTechnologyData