Comparison of post-COVID depression and major depressive disorder.
Perlis RH, Santillana M, Ognyanova K, Green J, Druckman JN, Lazer D, Baum MA.
medRxiv. 2021 Apr 04. PMID: 33821286
Assistant Professor
Mauricio Santillana
Assistant Professor in the Department of Epidemiology
Epidemiology
Other Positions
Assistant Professor of Pediatrics
Pediatrics
Boston Children's Hospital
Associate in Computer Science (IACS)
SEAS
Harvard University
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
Avoidable Serum Potassium Testing in the Cardiac ICU: Development and Testing of a Machine-Learning Model.
Patel BB, Sperotto F, Molina M, Kimura S, Delgado MI, Santillana M, Kheir JN.
Pediatr Crit Care Med. 2021 Apr 01. 22(4):392-400. PMID: 33332868
Persistence of symptoms up to 10 months following acute COVID-19 illness.
Perlis RH, Green J, Santillana M, Lazer D, Ognyanova K, Simonson M, Baum MA, Quintana A, Chwe H, Druckman J, Volpe JD, Lin J.
medRxiv. 2021 Mar 08. PMID: 33758896
An early warning approach to monitor COVID-19 activity with multiple digital traces in near real time.
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.
Sci Adv. 2021 03. 7(10). PMID: 33674304
Association of Acute Symptoms of COVID-19 and Symptoms of Depression in Adults.
Perlis RH, Ognyanova K, Santillana M, Baum MA, Lazer D, Druckman J, Della Volpe J.
JAMA Netw Open. 2021 03 01. 4(3):e213223. PMID: 33710287
Socioeconomic status determines COVID-19 incidence and related mortality in Santiago, Chile.
Mena G, Martinez PP, Mahmud AS, Marquet PA, Buckee CO, Santillana M.
medRxiv. 2021 Jan 15. PMID: 33469598
Incorporating human mobility data improves forecasts of Dengue fever in Thailand.
Kiang MV, Santillana M, Chen JT, Onnela JP, Krieger N, Engø-Monsen K, Ekapirat N, Areechokchai D, Prempree P, Maude RJ, Buckee CO.
Sci Rep. 2021 Jan 13. 11(1):923. PMID: 33441598
COVID-19: US federal accountability for entry, spread, and inequities-lessons for the future.
Hanage WP, Testa C, Chen JT, Davis L, Pechter E, Seminario P, Santillana M, Krieger N.
Eur J Epidemiol. 2020 Nov. 35(11):995-1006. PMID: 33136249
Rates of increase of antibiotic resistance and ambient temperature in Europe: a cross-national analysis of 28 countries between 2000 and 2016.
McGough SF, MacFadden DR, Hattab MW, Mølbak K, Santillana M.
Euro Surveill. 2020 11. 25(45). PMID: 33183408
The role of environmental factors on transmission rates of the COVID-19 outbreak: an initial assessment in two spatial scales.
Poirier C, Luo W, Majumder MS, Liu D, Mandl KD, Mooring TA, Santillana M.
Sci Rep. 2020 10 12. 10(1):17002. PMID: 33046802