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
2021
Genetically Determined Smoking Behavior and Risk of Nontraumatic Subarachnoid Hemorrhage
Acosta JN, Szejko N, Both CP, Vanent K, Noche RB, Gill TM, Matouk CC, Sheth KN, Gunel M, Falcone GJ. Genetically Determined Smoking Behavior and Risk of Nontraumatic Subarachnoid Hemorrhage. Stroke 2021, 52: 582-587. PMID: 33440997, PMCID: PMC7856108, DOI: 10.1161/strokeaha.120.031622.Peer-Reviewed Original ResearchMeSH KeywordsAdultAgedDatabases, FactualElectronic Health RecordsFemaleGenetic Predisposition to DiseaseGenetic VariationHumansIntracranial AneurysmMaleMendelian Randomization AnalysisMiddle AgedMultifactorial InheritanceOdds RatioRisk AssessmentSelf ReportSmokingStrokeSubarachnoid HemorrhageTreatment OutcomeUnited Kingdom