Fitbit-informed influenza forecasts

by Cecile Viboud, Mauricio Santillana
Published 2020-02-01

Evaluation of Internet-based dengue query data: Google Dengue Trends.

by Rebecca Tave Gluskin, Michael A Johansson, Mauricio Santillana, John S Brownstein
Published 2014-02-01

Forecasting Zika Incidence in the 2016 Latin America Outbreak Combining Traditional Disease Surveillance with Search, Social Media, and News Report Data.

by Sarah F McGough, John S Brownstein, Jared B Hawkins, Mauricio Santillana
Published 2017-01-01

Improved state-level influenza nowcasting in the United States leveraging Internet-based data and network approaches

by Fred S. Lu, Mohammad W. Hattab, Cesar Leonardo Clemente, Matthew Biggerstaff, Mauricio Santillana
Published 2019-01-01

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

by Shihao Yang, Mauricio Santillana, John S. Brownstein, Josh Gray, Stewart Richardson, S. C. Kou
Published 2017-05-01

Advances in using Internet searches to track dengue.

by Shihao Yang, Samuel C Kou, Fred Lu, John S Brownstein, Nicholas Brooke, Mauricio Santillana
Published 2017-07-01

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

by Mauricio Santillana, André T Nguyen, Mark Dredze, Michael J Paul, Elaine O Nsoesie, John S Brownstein
Published 2015-10-01

Relatedness of the incidence decay with exponential adjustment (IDEA) model, “Farr's law” and SIR compartmental difference equation models

by Mauricio Santillana, Ashleigh Tuite, Tahmina Nasserie, Paul Fine, David Champredon, Leonid Chindelevitch, Jonathan Dushoff, David Fisman
Published 2018-01-01

Influenza forecasting for French regions combining EHR, web and climatic data sources with a machine learning ensemble approach.

by Canelle Poirier, Yulin Hswen, Guillaume Bouzillé, Marc Cuggia, Audrey Lavenu, John S Brownstein, Thomas Brewer, Mauricio Santillana
Published 2021-01-01

Real-time estimation of disease activity in emerging outbreaks using internet search information.

by Emily L Aiken, Sarah F McGough, Maimuna S Majumder, Gal Wachtel, Andre T Nguyen, Cecile Viboud, Mauricio Santillana
Published 2020-08-01

Communicating Benefits from Vaccines Beyond Preventing Infectious Diseases

by Emma-Pascale Chevalier-Cottin, Hayley Ashbaugh, Nicholas Brooke, Gaetan Gavazzi, Mauricio Santillana, Nansa Burlet, Myint Tin Tin Htar
Published 2020-06-01

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

by Fred S Lu, Andre T Nguyen, Nicholas B Link, Mathieu Molina, Jessica T Davis, Matteo Chinazzi, Xinyue Xiong, Alessandro Vespignani, Marc Lipsitch, Mauricio Santillana
Published 2021-06-01

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 A...

by Kristin Baltrusaitis, John S. Brownstein, Samuel V. Scarpino, Eric Bakota, Adam W. Crawley, Giuseppe Conidi, Julia Gunn, Josh Gray, Anna Zink, Mauricio Santillana
Published 2018-08-01

Incorporating human mobility data improves forecasts of Dengue fever in Thailand

by Mathew V. Kiang, Mauricio Santillana, Jarvis T. Chen, Jukka-Pekka Onnela, Nancy Krieger, Kenth Engø-Monsen, Nattwut Ekapirat, Darin Areechokchai, Preecha Prempree, Richard J. Maude, Caroline O. Buckee
Published 2021-01-01

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

by Lauren A Castro, Nicholas Generous, Wei Luo, Ana Pastore Y Piontti, Kaitlyn Martinez, Marcelo F C Gomes, Dave Osthus, Geoffrey Fairchild, Amanda Ziemann, Alessandro Vespignani, Mauricio Santillana, Carrie A Manore, Sara Y Del Valle
Published 2021-05-01

Genomic, epidemiological and digital surveillance of Chikungunya virus in the Brazilian Amazon.

by Felipe Gomes Naveca, Ingra Claro, Marta Giovanetti, Jaqueline Goes de Jesus, Joilson Xavier, Felipe Campos de Melo Iani, Valdinete Alves do Nascimento, Victor Costa de Souza, Paola Paz Silveira, José Lourenço, Mauricio Santillana, Moritz U G Kraemer, Josh Quick, Sarah C Hill, Julien Thézé, Rodrigo Dias de Oliveira Carvalho, Vasco Azevedo, Flavia Cristina da Silva Salles, Márcio Roberto Teixeira Nunes, Poliana da Silva Lemos, Darlan da Silva Candido, Glauco de Carvalho Pereira, Marluce Aparecida Assunção Oliveira, Cátia Alexandra Ribeiro Meneses, Rodrigo Melo Maito, Claudeth Rocha Santa Brígida Cunha, Daniela Palha de Sousa Campos, Marcia da Costa Castilho, Thalita Caroline da Silva Siqueira, Tiza Matos Terra, Carlos F Campelo de Albuquerque, Laura Nogueira da Cruz, André Luis de Abreu, Divino Valerio Martins, Daniele Silva de Moraes Vanlume Simoes, Renato Santana de Aguiar, Sérgio Luiz Bessa Luz, Nicholas Loman, Oliver G Pybus, Ester C Sabino, Osnei Okumoto, Luiz Carlos Junior Alcantara, Nuno Rodrigues Faria
Published 2019-03-01