Works by Santillana, Mauricio

Results: 68

Factors Associated With Self-reported Symptoms of Depression Among Adults With and Without a Previous COVID-19 Diagnosis.

Published in:

JAMA Network Open, 2021, v. 4, n. 6, p. e2116612, doi. 10.1001/jamanetworkopen.2021.16612

By:

Perlis, Roy H.;
Santillana, Mauricio;
Ognyanova, Katherine;
Green, Jon;
Druckman, James;
Lazer, David;
Baum, Matthew A.

Publication type:

Article

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

Published in:

JAMA Network Open, 2021, v. 4, n. 3, p. e213223, doi. 10.1001/jamanetworkopen.2021.3223

By:

Perlis, Roy H.;
Ognyanova, Katherine;
Santillana, Mauricio;
Baum, Matthew A.;
Lazer, David;
Druckman, James;
Della Volpe, John

Publication type:

Article

Combining Participatory Influenza Surveillance with Modeling and Forecasting: Three Alternative Approaches.

Published in:

Journal of Medical Internet Research, 2017, v. 19, n. 11, p. 64, doi. 10.2196/publichealth.7344

By:

Brownstein, John S;
Shuyu Chu;
Marathe, Achla;
Marathe, Madhav V;
Nguyen, Andre T.;
Paolotti, Daniela;
Perra, Nicola;
Perrotta, Daniela;
Santillana, Mauricio;
Swarup, Samarth;
Tizzoni, Michele;
Vespignani, Alessandro;
Vullikanti, Anil Kumar S.;
Wilson, Mandy L.;
Qian Zhang

Publication type:

Article

A case study of the New York City 2012-2013 influenza season with daily geocoded Twitter data from temporal and spatiotemporal perspectives.

Published in:

2014

By:

Nagar, Ruchit;
Yuan, Qingyu;
Freifeld, Clark C;
Santillana, Mauricio;
Nojima, Aaron;
Chunara, Rumi;
Brownstein, John S

Publication type:

journal article

A Case Study of the New York City 2012-2013 Influenza Season With Daily Geocoded Twitter Data From Temporal and Spatiotemporal Perspectives.

Published in:

2014

By:

Nagar, Ruchit;
Yuan, Qingyu;
Freifeld, Clark C;
Santillana, Mauricio;
Nojima, Aaron;
Chunara, Rumi;
Brownstein, John S

Publication type:

Case Study

A Case Study of the New York City 2012-2013 Influenza Season With Daily Geocoded Twitter Data From Temporal and Spatiotemporal Perspectives.

Published in:

2014

By:

Nagar, Ruchit;
Yuan, Qingyu;
Freifeld, Clark C;
Santillana, Mauricio;
Nojima, Aaron;
Chunara, uRmi;
Brownstein, John S

Publication type:

Case Study

2014 Ebola Outbreak: Media Events Track Changes in Observed Reproductive Number.

Published in:

PLoS Currents, 2015, p. 1, doi. 10.1371/currents.outbreaks.e6659013c1d7f11bdab6a20705d1e865

By:

Majumder, Maimuna S.;
Kluberg, Sheryl;
Santillana, Mauricio;
Mekaru, Sumiko;
Brownstein, John S.

Publication type:

Article

Rates of increase of antibiotic resistance and ambient temperature in Europe: a cross-national analysis of 28 countries between 2000 and 2016.

Published in:

Eurosurveillance (15607917), 2020, v. 25, n. 45, p. 1, doi. 10.2807/1560-7917.ES.2020.25.45.1900414

By:

McGough, Sarah F.;
MacFadden, Derek R.;
Hattab, Mohammad W.;
Mølbak, Kåre;
Santillana, Mauricio

Publication type:

Article

Comparison of crowd-sourced, electronic health records based, and traditional health-care based influenza-tracking systems at multiple spatial resolutions in the United States of America.

Published in:

2018

By:

Baltrusaitis, Kristin;
Brownstein, John S.;
Scarpino, Samuel V.;
Bakota, Eric;
Crawley, Adam W.;
Conidi, Giuseppe;
Gunn, Julia;
Gray, Josh;
Zink, Anna;
Santillana, Mauricio

Publication type:

journal article

Predicting favorable response to intravenous morphine in pediatric critically ill cardiac patients.

Published in:

Pharmacotherapy, 2023, v. 43, n. 7, p. 579, doi. 10.1002/phar.2835

By:

Sperotto, Francesca;
Emani, Siva;
Zhu, Lin;
Delgado, Marlòn;
Santillana, Mauricio;
Kheir, John N.

Publication type:

Article

Gastroenteritis Forecasting Assessing the Use of Web and Electronic Health Record Data With a Linear and a Nonlinear Approach: Comparison Study.

Published in:

JMIR Public Health & Surveillance, 2023, v. 9, p. 123, doi. 10.2196/34982

By:

Poirier, Canelle;
Bouzillé, Guillaume;
Bertaud, Valérie;
Cuggia, Marc;
Santillana, Mauricio;
Lavenu, Audrey

Publication type:

Article

Prevalence and Correlates of Long COVID Symptoms Among US Adults.

Published in:

JAMA Network Open, 2022, v. 5, n. 10, p. e2238804, doi. 10.1001/jamanetworkopen.2022.38804

By:

Perlis, Roy H.;
Santillana, Mauricio;
Ognyanova, Katherine;
Safarpour, Alauna;
Lunz Trujillo, Kristin;
Simonson, Matthew D.;
Green, Jon;
Quintana, Alexi;
Druckman, James;
Baum, Matthew A.;
Lazer, David

Publication type:

Article

Prevalence of Firearm Ownership Among Individuals With Major Depressive Symptoms.

Published in:

JAMA Network Open, 2022, v. 5, n. 3, p. e223245, doi. 10.1001/jamanetworkopen.2022.3245

By:

Perlis, Roy H.;
Simonson, Matthew D.;
Green, Jon;
Lin, Jennifer;
Safarpour, Alauna;
Lunz Trujillo, Kristin;
Quintana, Alexi;
Chwe, Hanyu;
Della Volpe, John;
Ognyanova, Katherine;
Santillana, Mauricio;
Druckman, James;
Lazer, David;
Baum, Matthew A.

Publication type:

Article

Association of Major Depressive Symptoms With Endorsement of COVID-19 Vaccine Misinformation Among US Adults.

Published in:

JAMA Network Open, 2022, v. 5, n. 1, p. e2145697, doi. 10.1001/jamanetworkopen.2021.45697

By:

Perlis, Roy H.;
Ognyanova, Katherine;
Santillana, Mauricio;
Lin, Jennifer;
Druckman, James;
Lazer, David;
Green, Jon;
Simonson, Matthew;
Baum, Matthew A.;
Della Volpe, John

Publication type:

Article

Association Between Social Media Use and Self-reported Symptoms of Depression in US Adults.

Published in:

JAMA Network Open, 2021, v. 4, n. 11, p. e2136113, doi. 10.1001/jamanetworkopen.2021.36113

By:

Perlis, Roy H.;
Green, Jon;
Simonson, Matthew;
Ognyanova, Katherine;
Santillana, Mauricio;
Lin, Jennifer;
Quintana, Alexi;
Chwe, Hanyu;
Druckman, James;
Lazer, David;
Baum, Matthew A.;
Della Volpe, John

Publication type:

Article

Antibiotic resistance increases with local temperature.

Published in:

Nature Climate Change, 2018, v. 8, n. 6, p. 510, doi. 10.1038/s41558-018-0161-6

By:

MacFadden, Derek R.;
McGough, Sarah F.;
Fisman, David;
Santillana, Mauricio;
Brownstein, John S.

Publication type:

Article

A numerical approach to study the properties of solutions of the diffusive wave approximation of the shallow water equations.

Published in:

Computational Geosciences, 2010, v. 14, n. 1, p. 31, doi. 10.1007/s10596-009-9131-4

By:

Mauricio Santillana;
Clint Dawson

Publication type:

Article

A machine-learning-guided adaptive algorithm to reduce the computational cost of integrating kinetics in global atmospheric chemistry models: application to GEOS-Chem versions 12.0.0 and 12.9.1.

Published in:

Geoscientific Model Development, 2022, v. 15, n. 4, p. 1677, doi. 10.5194/gmd-15-1677-2022

By:

Shen, Lu;
Jacob, Daniel J.;
Santillana, Mauricio;
Bates, Kelvin;
Zhuang, Jiawei;
Chen, Wei

Publication type:

Article

An adaptive method for speeding up the numerical integration of chemical mechanisms in atmospheric chemistry models: application to GEOS-Chem version 12.0.0.

Published in:

Geoscientific Model Development, 2020, v. 13, n. 5, p. 2475, doi. 10.5194/gmd-13-2475-2020

By:

Shen, Lu;
Jacob, Daniel J.;
Santillana, Mauricio;
Wang, Xuan;
Chen, Wei

Publication type:

Article

Evaluation of Internet-Based Dengue Query Data: Google Dengue Trends.

Published in:

PLoS Neglected Tropical Diseases, 2014, v. 8, n. 2, p. 1, doi. 10.1371/journal.pntd.0002713

By:

Gluskin, Rebecca Tave;
Johansson, Michael A.;
Santillana, Mauricio;
Brownstein, John S.

Publication type:

Article

Evaluation of Internet-Based Dengue Query Data: Google Dengue Trends.

Published in:

PLoS Neglected Tropical Diseases, 2014, v. 8, n. 2, p. 1, doi. 10.1371/journal.pntd.0002713

By:

Gluskin, Rebecca Tave;
Johansson, Michael A.;
Santillana, Mauricio;
Brownstein, John S.

Publication type:

Article

Adding Continuous Vital Sign Information to Static Clinical Data Improves the Prediction of Length of Stay After Intubation: A Data-Driven Machine Learning Approach.

Published in:

Respiratory Care, 2020, v. 65, n. 9, p. 1367, doi. 10.4187/respcare.07561

By:

Castiñeira, David;
Schlosser, Katherine R.;
Geva, Alon;
Rahmani, Amir R.;
Fiore, Gaston;
Walsh, Brian K.;
Smallwood, Craig D.;
Arnold, John H.;
Santillana, Mauricio

Publication type:

Article

Noninvasive Ventilation Is Interrupted Frequently and Mostly Used at Night in the Pediatric Intensive Care Unit.

Published in:

Respiratory Care, 2020, v. 65, n. 3, p. 341, doi. 10.4187/respcare.06883

By:

Schlosser, Katherine R.;
Fiore, Gaston A.;
Smallwood, Craig D.;
Griffin, John F.;
Geva, Alon;
Santillana, Mauricio;
Arnold, John H.

Publication type:

Article

Leveraging Serosurveillance and Postmortem Surveillance to Quantify the Impact of Coronavirus Disease 2019 in Africa.

Published in:

Clinical Infectious Diseases, 2023, v. 76, n. 3, p. 424, doi. 10.1093/cid/ciac797

By:

Kogan, Nicole E;
Gantt, Shae;
Swerdlow, David;
Viboud, Cécile;
Semakula, Muhammed;
Lipsitch, Marc;
Santillana, Mauricio

Publication type:

Article

Advances in using Internet searches to track dengue.

Published in:

PLoS Computational Biology, 2017, v. 13, n. 7, p. 1, doi. 10.1371/journal.pcbi.1005607

By:

Yang, Shihao;
Kou, Samuel C.;
Lu, Fred;
Brownstein, John S.;
Brooke, Nicholas;
Santillana, Mauricio

Publication type:

Article

Fine-grained forecasting of COVID-19 trends at the county level in the United States.

Published in:

NPJ Digital Medicine, 2025, v. 8, n. 1, p. 1, doi. 10.1038/s41746-025-01606-1

By:

Song, Tzu-Hsi;
Clemente, Leonardo;
Pan, Xiang;
Jang, Junbong;
Santillana, Mauricio;
Lee, Kwonmoo

Publication type:

Article

A machine learning-guided adaptive algorithm to reduce the computational cost of atmospheric chemistry in Earth System models: application to GEOS-Chem versions 12.0.0 and 12.9.1.

Published in:

Geoscientific Model Development Discussions, 2021, p. 1, doi. 10.5194/gmd-2020-425

By:

Lu Shen;
Jacob, Daniel J.;
Santillana, Mauricio;
Bates, Kelvin;
Jiawei Zhuang;
Wei Chen

Publication type:

Article

An adaptive method for speeding up the numerical integration of chemical mechanisms in atmospheric chemistry models: application to GEOS-Chem version 12.0.0.

Published in:

Geoscientific Model Development Discussions, 2019, p. 1, doi. 10.5194/gmd-2019-279

By:

Lu Shen;
Jacob, Daniel J.;
Santillana, Mauricio;
Xuan Wang;
Wei Chen

Publication type:

Article

Flu Near You: Crowdsourced Symptom Reporting Spanning 2 Influenza Seasons.

Published in:

American Journal of Public Health, 2015, v. 105, n. 10, p. 2124, doi. 10.2105/AJPH.2015.302696

By:

Smolinski, Mark S.;
Crawley, Adam W.;
Baltrusaitis, Kristin;
Rumi Chunara;
Olsen, Jennifer M.;
Wójcik, Oktawia;
Santillana, Mauricio;
Nguyen, Andre;
Brownstein, John S.

Publication type:

Article

Using electronic health records and Internet search information for accurate influenza forecasting.

Published in:

2017

By:

Shihao Yang;
Santillana, Mauricio;
Brownstein, John S.;
Gray, Josh;
Richardson, Stewart;
Kou, S. C.;
Yang, Shihao

Publication type:

journal article

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

Published in:

PLoS Computational Biology, 2022, v. 18, n. 3, p. 1, doi. 10.1371/journal.pcbi.1009964

By:

De Salazar, Pablo M.;
Lu, Fred;
Hay, James A;
Gómez-Barroso, Diana;
Fernández-Navarro, Pablo;
Martínez, Elena V;
Astray-Mochales, Jenaro;
Amillategui, Rocío;
García-Fulgueiras, Ana;
Chirlaque, Maria D;
Sánchez-Migallón, Alonso;
Larrauri, Amparo;
Sierra, María J;
Lipsitch, Marc;
Simón, Fernando;
Santillana, Mauricio;
Hernán, Miguel A

Publication type:

Article

Mathematical Assessment of the Role of Human Behavior Changes on SARS-CoV-2 Transmission Dynamics in the United States.

Published in:

Bulletin of Mathematical Biology, 2024, v. 86, n. 8, p. 1, doi. 10.1007/s11538-024-01324-x

By:

Pant, Binod;
Safdar, Salman;
Santillana, Mauricio;
Gumel, Abba B.

Publication type:

Article

Predicting dengue incidence leveraging internet-based data sources. A case study in 20 cities in Brazil.

Published in:

PLoS Neglected Tropical Diseases, 2022, v. 16, n. 1, p. 1, doi. 10.1371/journal.pntd.0010071

By:

Koplewitz, Gal;
Lu, Fred;
Clemente, Leonardo;
Buckee, Caroline;
Santillana, Mauricio

Publication type:

Article

Using heterogeneous data to identify signatures of dengue outbreaks at fine spatio-temporal scales across Brazil.

Published in:

PLoS Neglected Tropical Diseases, 2021, v. 15, n. 5, p. 1, doi. 10.1371/journal.pntd.0009392

By:

Castro, Lauren A.;
Generous, Nicholas;
Luo, Wei;
Pastore y Piontti, Ana;
Martinez, Kaitlyn;
Gomes, Marcelo F. C.;
Osthus, Dave;
Fairchild, Geoffrey;
Ziemann, Amanda;
Vespignani, Alessandro;
Santillana, Mauricio;
Manore, Carrie A.;
Del Valle, Sara Y.

Publication type:

Article

Misinformation, Trust, and Use of Ivermectin and Hydroxychloroquine for COVID-19.

Published in:

JAMA Health Forum, 2023, v. 4, n. 9, p. e233257, doi. 10.1001/jamahealthforum.2023.3257

By:

Perlis, Roy H.;
Lunz Trujillo, Kristin;
Green, Jon;
Safarpour, Alauna;
Druckman, James N.;
Santillana, Mauricio;
Ognyanova, Katherine;
Lazer, David

Publication type:

Article

Internet search query data improve forecasts of daily emergency department volume.

Published in:

2019

By:

Tideman, Sam;
Santillana, Mauricio;
Bickel, Jonathan;
Reis, Ben

Publication type:

journal article

Communicating Benefits from Vaccines Beyond Preventing Infectious Diseases.

Published in:

Infectious Diseases & Therapy, 2020, v. 9, n. 3, p. 467, doi. 10.1007/s40121-020-00312-7

By:

Chevalier-Cottin, Emma-Pascale;
Ashbaugh, Hayley;
Brooke, Nicholas;
Gavazzi, Gaetan;
Santillana, Mauricio;
Burlet, Nansa;
Tin Tin Htar, Myint

Publication type:

Article

Pediatric and Young Adult Household Transmission of the Initial Waves of SARS-CoV-2 in the United States: Administrative Claims Study.

Published in:

Journal of Medical Internet Research, 2024, v. 26, p. 1, doi. 10.2196/44249

By:

Chung, Ming Kei;
Hart, Brian;
Santillana, Mauricio;
Patel, Chirag J

Publication type:

Article

Correction: Real-Time Forecasting of the COVID-19 Outbreak in Chinese Provinces: Machine Learning Approach Using Novel Digital Data and Estimates From Mechanistic Models.

Published in:

2020

By:

Liu, Dianbo;
Clemente, Leonardo;
Poirier, Canelle;
Ding, Xiyu;
Chinazzi, Matteo;
Davis, Jessica;
Vespignani, Alessandro;
Santillana, Mauricio

Publication type:

corrected article

Real-Time Forecasting of the COVID-19 Outbreak in Chinese Provinces: Machine Learning Approach Using Novel Digital Data and Estimates From Mechanistic Models.

Published in:

2020

By:

Poirier, Canelle;
Liu, Dianbo;
Clemente, Leonardo;
Ding, Xiyu;
Chinazzi, Matteo;
Davis, Jessica;
Vespignani, Alessandro;
Santillana, Mauricio

Publication type:

journal article

Perspectives on the Future of Internet Search Engines and Biosurveillance Systems.

Published in:

2017

By:

Santillana, Mauricio

Publication type:

Opinion

Using Clinicians’ Search Query Data to Monitor Influenza Epidemics.

Published in:

Clinical Infectious Diseases, 2014, v. 59, n. 10, p. 1446, doi. 10.1093/cid/ciu647

By:

Santillana, Mauricio;
Nsoesie, Elaine O.;
Mekaru, Sumiko R.;
Scales, David;
Brownstein, John S.

Publication type:

Article

A nowcasting framework for correcting for reporting delays in malaria surveillance.

Published in:

PLoS Computational Biology, 2021, v. 17, n. 11, p. 1, doi. 10.1371/journal.pcbi.1009570

By:

Menkir, Tigist F.;
Cox, Horace;
Poirier, Canelle;
Saul, Melanie;
Jones-Weekes, Sharon;
Clementson, Collette;
M. de Salazar, Pablo;
Santillana, Mauricio;
Buckee, Caroline O.

Publication type:

Article

Estimating the cumulative incidence of COVID-19 in the United States using influenza surveillance, virologic testing, and mortality data: Four complementary approaches.

Published in:

PLoS Computational Biology, 2021, v. 17, n. 6, p. 1, doi. 10.1371/journal.pcbi.1008994

By:

Lu, Fred S.;
Nguyen, Andre T.;
Link, Nicholas B.;
Molina, Mathieu;
Davis, Jessica T.;
Chinazzi, Matteo;
Xiong, Xinyue;
Vespignani, Alessandro;
Lipsitch, Marc;
Santillana, Mauricio

Publication type:

Article

Correction: Impact of the COVID-19 pandemic on dengue in Brazil: Interrupted time series analysis of changes in surveillance and transmission.

Published in:

2025

By:

Oliveira Roster, Kirstin;
Martinelli, Tiago;
Connaughton, Colm;
Santillana, Mauricio;
Rodrigues, Francisco A.

Publication type:

Correction Notice

Impact of the COVID-19 pandemic on dengue in Brazil: Interrupted time series analysis of changes in surveillance and transmission.

Published in:

PLoS Neglected Tropical Diseases, 2024, v. 18, n. 12, p. 1, doi. 10.1371/journal.pntd.0012726

By:

Oliveira Roster, Kirstin;
Martinelli, Tiago;
Connaughton, Colm;
Santillana, Mauricio;
Rodrigues, Francisco A.

Publication type:

Article

Combining Search, Social Media, and Traditional Data Sources to Improve Influenza Surveillance.

Published in:

PLoS Computational Biology, 2015, v. 11, n. 10, p. 1, doi. 10.1371/journal.pcbi.1004513

By:

Santillana, Mauricio;
Nguyen, André T.;
Dredze, Mark;
Paul, Michael J.;
Nsoesie, Elaine O.;
Brownstein, John S.

Publication type:

Article

Irritability and Social Media Use in US Adults.

Published in:

JAMA Network Open, 2025, v. 8, n. 1, p. e2452807, doi. 10.1001/jamanetworkopen.2024.52807

By:

Perlis, Roy H.;
Uslu, Ata;
Schulman, Jonathan;
Gunning, Faith M.;
Santillana, Mauricio;
Baum, Matthew A.;
Druckman, James N.;
Ognyanova, Katherine;
Lazer, David

Publication type:

Article

Tracking COVID-19 Infections Using Survey Data on Rapid At-Home Tests.

Published in:

JAMA Network Open, 2024, v. 7, n. 9, p. e2435442, doi. 10.1001/jamanetworkopen.2024.35442

By:

Santillana, Mauricio;
Uslu, Ata A.;
Urmi, Tamanna;
Quintana-Mathe, Alexi;
Druckman, James N.;
Ognyanova, Katherine;
Baum, Matthew;
Perlis, Roy H.;
Lazer, David

Publication type:

Article

Trust in Physicians and Hospitals During the COVID-19 Pandemic in a 50-State Survey of US Adults.

Published in:

JAMA Network Open, 2024, v. 7, n. 7, p. e2424984, doi. 10.1001/jamanetworkopen.2024.24984

By:

Perlis, Roy H.;
Ognyanova, Katherine;
Uslu, Ata;
Lunz Trujillo, Kristin;
Santillana, Mauricio;
Druckman, James N.;
Baum, Matthew A.;
Lazer, David

Publication type:

Article