2025
Integrating artificial intelligence with mechanistic epidemiological modeling: a scoping review of opportunities and challenges
Ye Y, Pandey A, Bawden C, Sumsuzzman D, Rajput R, Shoukat A, Singer B, Moghadas S, Galvani A. Integrating artificial intelligence with mechanistic epidemiological modeling: a scoping review of opportunities and challenges. Nature Communications 2025, 16: 581. PMID: 39794317, PMCID: PMC11724045, DOI: 10.1038/s41467-024-55461-x.Peer-Reviewed Original ResearchConceptsArtificial intelligenceEffective public health planningPublic health planningMechanistic modelSystematic search strategyCapabilities of artificial intelligenceData-mining capabilitiesReview of opportunitiesFusion of AIPotential of AIHealth plansSpectrum of infectious diseasesDisease dynamics
2023
Disease burden among Ukrainians forcibly displaced by the 2022 Russian invasion
Pandey A, Wells C, Stadnytskyi V, Moghadas S, Marathe M, Sah P, Crystal W, Meyers L, Singer B, Nesterova O, Galvani A. Disease burden among Ukrainians forcibly displaced by the 2022 Russian invasion. Proceedings Of The National Academy Of Sciences Of The United States Of America 2023, 120: e2215424120. PMID: 36780515, PMCID: PMC9974407, DOI: 10.1073/pnas.2215424120.Peer-Reviewed Original ResearchMeSH KeywordsCardiovascular DiseasesCost of IllnessDelivery of Health CareHIV InfectionsHumansPublic HealthRefugeesTuberculosis
2020
Impact of international travel and border control measures on the global spread of the novel 2019 coronavirus outbreak
Wells CR, Sah P, Moghadas SM, Pandey A, Shoukat A, Wang Y, Wang Z, Meyers LA, Singer BH, Galvani AP. Impact of international travel and border control measures on the global spread of the novel 2019 coronavirus outbreak. Proceedings Of The National Academy Of Sciences Of The United States Of America 2020, 117: 7504-7509. PMID: 32170017, PMCID: PMC7132249, DOI: 10.1073/pnas.2002616117.Peer-Reviewed Original ResearchConceptsAppropriate public health responseSARS-CoV-2 casesSevere acute respiratory syndrome casesCOVID-19 outbreakImportation of casesPublic health responseInternational travelControl measuresSyndrome casesCoronavirus outbreakHealth responseGlobal spreadTravel restrictionsNovel coronavirus outbreakBorder control measuresDaily riskHalf weeksOutbreakEarly stagesCasesMainland China
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