Estimating the impact of the COVID-19 pandemic on dengue in Brazil.
Roster KO, Martinelli T, Connaughton C, Santillana M, Rodrigues F.
Res Sq. 2023 Feb 09. PMID: 36798282
Adjunct Faculty
Mauricio Santillana
Overview
My current research utilizes mathematical concepts of machine learning for:
(a) the design and implementation of novel ways to track epidemic outbreaks around the Globe in real-time, using data from: Google searches, Twitter microblogs, Electronic Health Records, and news reports, and
(b) to improve patient outcomes and reduce hospital costs in Critical Care Medicine.
Bibliography
Leveraging Serosurveillance and Postmortem Surveillance to Quantify the Impact of Coronavirus Disease 2019 in Africa.
Kogan NE, Gantt S, Swerdlow D, Viboud C, Semakula M, Lipsitch M, Santillana M.
Clin Infect Dis. 2023 02 08. 76(3):424-432. PMID: 36196586
Correlates of symptomatic remission among individuals with post-COVID-19 condition.
Perlis RH, Santillana M, Ognyanova K, Lazer D.
medRxiv. 2023 Feb 01. PMID: 36778263
Association of Post-COVID-19 Condition Symptoms and Employment Status.
Perlis RH, Lunz Trujillo K, Safarpour A, Santillana M, Ognyanova K, Druckman J, Lazer D.
JAMA Netw Open. 2023 02 01. 6(2):e2256152. PMID: 36790806
Gastroenteritis Forecasting Assessing the Use of Web and Electronic Health Record Data With a Linear and a Nonlinear Approach: Comparison Study.
Poirier C, Bouzillé G, Bertaud V, Cuggia M, Santillana M, Lavenu A.
JMIR Public Health Surveill. 2023 01 31. 9:e34982. PMID: 36719726
Using digital traces to build prospective and real-time county-level early warning systems to anticipate COVID-19 outbreaks in the United States.
Stolerman LM, Clemente L, Poirier C, Parag KV, Majumder A, Masyn S, Resch B, Santillana M.
Sci Adv. 2023 Jan 18. 9(3):eabq0199. PMID: 36652520
Research Letter: Association between long COVID symptoms and employment status.
Perlis RH, Trujillo KL, Safarpour A, Santillana M, Ognyanova K, Druckman J, Lazer D.
medRxiv. 2022 Nov 18. PMID: 36415464
Prevalence and Correlates of Long COVID Symptoms Among US Adults.
Perlis RH, Santillana M, Ognyanova K, Safarpour A, Lunz Trujillo K, Simonson MD, Green J, Quintana A, Druckman J, Baum MA, Lazer D.
JAMA Netw Open. 2022 10 03. 5(10):e2238804. PMID: 36301542
Methods for early characterisation of the severity and dynamics of SARS-CoV-2 variants: a population-based time series analysis in South Africa.
Reichert E, Schaeffer B, Gantt S, Rumpler E, Govender N, Welch R, Shonhiwa AM, Iwu CD, Lamola TM, Moema-Matiea I, Muganhiri D, Hanage W, Santillana M, Jassat W, Cohen C, Swerdlow D.
Lancet Microbe. 2022 10. 3(10):e753-e761. PMID: 36057266
Prediction of impending central-line-associated bloodstream infections in hospitalized cardiac patients: development and testing of a machine-learning model.
Bonello K, Emani S, Sorensen A, Shaw L, Godsay M, Delgado M, Sperotto F, Santillana M, Kheir JN.
J Hosp Infect. 2022 Sep. 127:44-50. PMID: 35738317