Mauricio Santillana

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 12

Top Topics

Internet Search

Bayes Classifier

Intelligent Surveillance

Friction Coefficient

Top Venues

PLoS Comput. Biol.

ACM Trans. Manag. Inf. Syst.

J. Comput. Phys.

Publications

Chenwei Wu, Xiyu Yang, Emil Ghitman Gilkes, Hanwen Cui, Jiheon Choi, Na Sun, Ziqian Liao, Bo Fan, Mauricio Santillana, Leo Celi, Paolo Silva, Luis Nakayama
De-identification and Obfuscation of Gender Attributes from Retinal Scans. CLIP/FAIMI/EPIMI@MICCAI (2023)
Dianbo Liu, Won-Yong Shin, Eli Sprecher, Kathleen Conroy, Omar Santiago, Gal Wachtel, Mauricio Santillana
Machine learning approaches to predicting no-shows in pediatric medical appointment. npj Digit. Medicine 5 (2022)
Pablo M. De Salazar, Fred Lu, James A. Hay, Diana Gomez-Barroso, Pablo Fernández-Navarro, Elena V. Martínez, Jenaro Astray-Mochales, Rocío Amillategui, Ana García-Fulgueiras, Maria D. Chirlaque, Alonso Sánchez-Migallón, Amparo Larrauri, María J. Sierra, Marc Lipsitch, Fernando Simón, Mauricio Santillana, Miguel A. Hernán
Near real-time surveillance of the SARS-CoV-2 epidemic with incomplete data. PLoS Comput. Biol. 18 (3) (2022)
Tigist F. Menkir, Horace Cox, Canelle Poirier, Melanie Saul, Sharon Jones-Weekes, Collette Clementson, Pablo M. de Salazar, Mauricio Santillana, Caroline O. Buckee
A nowcasting framework for correcting for reporting delays in malaria surveillance. PLoS Comput. Biol. 17 (11) (2021)
Shixiang Zhu, Alexander Bukharin, Liyan Xie, Mauricio Santillana, Shihao Yang, Yao Xie
High-Resolution Spatio-Temporal Model for County-Level COVID-19 Activity in the U.S. ACM Trans. Manag. Inf. Syst. 12 (4) (2021)
Fred S. Lu, André T. Nguyen, Nicholas B. Link, Mathieu Molina, Jessica T. Davis, Matteo Chinazzi, Xinyue Xiong, Alessandro Vespignani, Marc Lipsitch, Mauricio Santillana
Estimating the cumulative incidence of COVID-19 in the United States using influenza surveillance, virologic testing, and mortality data: Four complementary approaches. PLoS Comput. Biol. 17 (6) (2021)
Emily L. Aiken, Sarah F. McGough, Maimuna S. Majumder, Gal Wachtel, André T. Nguyen, Cécile Viboud, Mauricio Santillana
Real-time estimation of disease activity in emerging outbreaks using internet search information. PLoS Comput. Biol. 16 (8) (2020)
Dianbo Liu, Leonardo Clemente, Canelle Poirier, Xiyu Ding, Matteo Chinazzi, Jessica T. Davis, Alessandro Vespignani, Mauricio Santillana
A machine learning methodology for real-time forecasting of the 2019-2020 COVID-19 outbreak using Internet searches, news alerts, and estimates from mechanistic models. CoRR (2020)
Emily L. Aiken, André T. Nguyen, Mauricio Santillana
Towards the Use of Neural Networks for Influenza Prediction at Multiple Spatial Resolutions. CoRR (2019)
Sam Tideman, Mauricio Santillana, Jonathan P. Bickel, Ben Reis
Internet search query data improve forecasts of daily emergency department volume. J. Am. Medical Informatics Assoc. 26 (12) (2019)
Shihao Yang, Samuel C. Kou, Fred Lu, John S. Brownstein, Nicholas Brooke, Mauricio Santillana
Advances in using Internet searches to track dengue. PLoS Comput. Biol. 13 (7) (2017)
Mauricio Santillana, Lin Zhang, Robert Yantosca
Estimating numerical errors due to operator splitting in global atmospheric chemistry models: Transport and chemistry. J. Comput. Phys. 305 (2016)
Mauricio Santillana, André T. Nguyen, Mark Dredze, Michael J. Paul, Elaine O. Nsoesie, John S. Brownstein
Combining Search, Social Media, and Traditional Data Sources to Improve Influenza Surveillance. PLoS Comput. Biol. 11 (10) (2015)
Shihao Yang, Mauricio Santillana, S. C. Kou
ARGO: a model for accurate estimation of influenza epidemics using Google search data. CoRR (2015)
Victor M. Calo, Nathan O. Collier, Matthias Gehre, Bangti Jin, Hany Radwan, Mauricio Santillana
Gradient-based estimation of Manning's friction coefficient from noisy data. J. Comput. Appl. Math. 238 (2013)