Publications

Socioeconomic status determines COVID-19 incidence and related mortality in Santiago, Chile.

Author(s): Mena GE, Martinez PP, Mahmud AS, Marquet PA, Buckee CO, Santillana M|Journal: Science|PMID: 33906968| April 2021

The current COVID-19 pandemic has impacted cities particularly hard. Here, we provide an in-depth characterization of disease incidence and mortality,…

High coverage COVID-19 mRNA vaccination rapidly controls SARS-CoV-2 transmission in Long-Term Care Facilities.

Author(s): De Salazar PM, Link N, Lamarca K, Santillana M|Journal: medRxiv|PMID: 33880479| April 2021

Residents of Long-Term Care Facilities (LTCFs) represent a major share of COVID-19 deaths worldwide. Information on vaccine effectiveness in these…

Comparison of post-COVID depression and major depressive disorder.

Author(s): Perlis RH, Santillana M, Ognyanova K, Green J, Druckman JN, Lazer D, Baum MA|Journal: medRxiv|PMID: 33821286| April 2021

During the COVID-19 pandemic rates of depressive symptoms are markedly elevated, particularly among survivors of infection. Understanding whether such symptoms…

Persistence of symptoms up to 10 months following acute COVID-19 illness.

Author(s): Perlis RH, Green J, Santillana M, Lazer D, Ognyanova K, Simonson M, Baum MA, Quintana A, Chwe H, Druckman J, Volpe JD, Lin J|Journal: medRxiv|PMID: 33758896| March 2021

COVID-19 symptoms are increasingly recognized to persist among a subset of individual following acute infection, but features associated with this…

An early warning approach to monitor COVID-19 activity with multiple digital traces in near real time.

Author(s): Kogan NE, Clemente L, Liautaud P, Kaashoek J, Link NB, Nguyen AT, Lu FS, Huybers P, Resch B, Havas C, Petutschnig A, Davis J, Chinazzi M, Mustafa B, Hanage WP, Vespignani A, Santillana M|Journal: Sci Adv|PMID: 33674304| March 2021

Given still-high levels of coronavirus disease 2019 (COVID-19) susceptibility and inconsistent transmission-containing strategies, outbreaks have continued to emerge across the…

Association of Acute Symptoms of COVID-19 and Symptoms of Depression in Adults.

Author(s): Perlis RH, Ognyanova K, Santillana M, Baum MA, Lazer D, Druckman J, Della Volpe J|Journal: JAMA Netw Open|PMID: 33710287| March 2021

Near real-time surveillance of the SARS-CoV-2 epidemic with incomplete data.

Author(s): De Salazar PM, Lu F, Hay JA, Gomez-Barroso D, Fernandez-Navarro P, Martínez E, Astray-Mochales J, Amillategui R, Garcia-Fulgueiras A, Chirlaque MD, Sanchez-Migallon A, Larrauri A, Sierra MJ, Lipsitch M, Simon F, Santillana M, Hernán MA|Journal: medRxiv|PMID: 33532788| January 2021

Designing public health responses to outbreaks requires close monitoring of population-level health indicators in real-time. Thus, an accurate estimation of…

Incorporating human mobility data improves forecasts of Dengue fever in Thailand.

Author(s): Kiang MV, Santillana M, Chen JT, Onnela JP, Krieger N, Engø-Monsen K, Ekapirat N, Areechokchai D, Prempree P, Maude RJ, Buckee CO|Journal: Sci Rep|PMID: 33441598| January 2021

Over 390 million people worldwide are infected with dengue fever each year. In the absence of an effective vaccine for…

Avoidable Serum Potassium Testing in the Cardiac ICU: Development and Testing of a Machine-Learning Model.

Author(s): Patel BB, Sperotto F, Molina M, Kimura S, Delgado MI, Santillana M, Kheir JN|Journal: Pediatr Crit Care Med|PMID: 33332868| December 2020

To create a machine-learning model identifying potentially avoidable blood draws for serum potassium among pediatric patients following cardiac surgery.

Stress as a meaningful variable in models of COVID-19 spreading

Author(s): Trenado C, Santillana M, Ruge D|Journal: PsyArXiv| December 2020

Covid-19 is a respiratory disease caused by the severe acute respiratory syndrome coronavirus – 2 (SARS-CoV-2), which was first identified…