2022
Reconstructing the course of the COVID-19 epidemic over 2020 for US states and counties: Results of a Bayesian evidence synthesis model
Chitwood MH, Russi M, Gunasekera K, Havumaki J, Klaassen F, Pitzer VE, Salomon JA, Swartwood NA, Warren JL, Weinberger DM, Cohen T, Menzies NA. Reconstructing the course of the COVID-19 epidemic over 2020 for US states and counties: Results of a Bayesian evidence synthesis model. PLOS Computational Biology 2022, 18: e1010465. PMID: 36040963, PMCID: PMC9467347, DOI: 10.1371/journal.pcbi.1010465.Peer-Reviewed Original ResearchConceptsSARS-CoV-2 infectionCOVID-19 casesIncident SARS-CoV-2 infectionCOVID-19 disease burdenSymptomatic COVID-19 casesLocal epidemiological trendsSARS-CoV-2 transmissionBayesian evidence synthesis modelCOVID-19 outcomesEvidence synthesis modelMagnitude of infectionCOVID-19 deathsCumulative incidenceDisease burdenExcess mortalityCase ascertainmentEpidemiological trendsSeroprevalence estimatesUnderlying incidenceUS populationDisease trendsViral transmission dynamicsInfectionEpidemiological driversCOVID-19 epidemic
2020
Estimation of Excess Deaths Associated With the COVID-19 Pandemic in the United States, March to May 2020
Weinberger DM, Chen J, Cohen T, Crawford FW, Mostashari F, Olson D, Pitzer VE, Reich NG, Russi M, Simonsen L, Watkins A, Viboud C. Estimation of Excess Deaths Associated With the COVID-19 Pandemic in the United States, March to May 2020. JAMA Internal Medicine 2020, 180: 1336-1344. PMID: 32609310, PMCID: PMC7330834, DOI: 10.1001/jamainternmed.2020.3391.Peer-Reviewed Original ResearchConceptsCOVID-19Excess deathsOfficial COVID-19 deathsCoronavirus disease 2019Entire US populationPublic health impactCOVID-19 diagnostic testsCOVID-19 burdenCOVID-19 deathsCause deathReported deathsMortality burdenObservational studyDisease 2019Influenza activityMAIN OUTCOMEDeath AssociatedWeekly deathsTotal deathsUS deathsMore deathsDeath recordsUS populationHealth StatisticsTest availability