Mauricio Santillana

16 papers Journal 15Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Fine-grained forecasting of COVID-19 trends at the county level in the United States.
npj Digit. Medicine
Tzu-Hsi Song, Leonardo Clemente, Xiang Pan, Junbong Jang, Mauricio Santillana, Kwonmoo Lee
2023 — conf
De-identification and Obfuscation of Gender Attributes from Retinal Scans.
CLIP/FAIMI/EPIMI@MICCAI
Chenwei Wu, Xiyu Yang, Emil Ghitman Gilkes, Hanwen Cui, Jiheon Choi, Na Sun, Ziqian Liao, Bo Fan, Mauricio Santillana, Leo A. Celi, Paolo Silva, Luis Filipe Nakayama
2022 J jnl
Machine learning approaches to predicting no-shows in pediatric medical appointment.
npj Digit. Medicine
Dianbo Liu, Won-Yong Shin, Eli Sprecher, Kathleen Conroy, Omar Santiago, Gal Wachtel, Mauricio Santillana
2022 J jnl
Near real-time surveillance of the SARS-CoV-2 epidemic with incomplete data.
PLoS Comput. Biol.
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
2021 J jnl
A nowcasting framework for correcting for reporting delays in malaria surveillance.
PLoS Comput. Biol.
Tigist F. Menkir, Horace Cox, Canelle Poirier, Melanie Saul, Sharon Jones-Weekes, Collette Clementson, Pablo M. De Salazar, Mauricio Santillana, Caroline O. Buckee
2021 J jnl
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.
Fred S. Lu, André T. Nguyen, Nicholas B. Link, Mathieu Molina, Jessica T. Davis, Matteo Chinazzi, Xinyue Xiong, Alessandro Vespignani, Marc Lipsitch, Mauricio Santillana
2021 J jnl
High-Resolution Spatio-Temporal Model for County-Level COVID-19 Activity in the U.S.
ACM Trans. Manag. Inf. Syst.
Shixiang Zhu, Alexander Bukharin, Liyan Xie, Mauricio Santillana, Shihao Yang, Yao Xie
2020 J jnl
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
Dianbo Liu, Leonardo Clemente, Canelle Poirier, Xiyu Ding, Matteo Chinazzi, Jessica T. Davis, Alessandro Vespignani, Mauricio Santillana
2020 J jnl
Real-time estimation of disease activity in emerging outbreaks using internet search information.
PLoS Comput. Biol.
Emily L. Aiken, Sarah F. McGough, Maimuna S. Majumder, Gal Wachtel, André T. Nguyen, Cécile Viboud, Mauricio Santillana
2019 J jnl
Internet search query data improve forecasts of daily emergency department volume.
J. Am. Medical Informatics Assoc.
Sam Tideman, Mauricio Santillana, Jonathan P. Bickel, Ben Reis
2019 J jnl
Towards the Use of Neural Networks for Influenza Prediction at Multiple Spatial Resolutions.
CoRR
Emily L. Aiken, André T. Nguyen, Mauricio Santillana
2017 J jnl
Advances in using Internet searches to track dengue.
PLoS Comput. Biol.
Shihao Yang, Samuel C. Kou, Fred Lu, John S. Brownstein, Nicholas Brooke, Mauricio Santillana
2016 J jnl
Estimating numerical errors due to operator splitting in global atmospheric chemistry models: Transport and chemistry.
J. Comput. Phys.
Mauricio Santillana, Lin Zhang, Robert Yantosca
2015 J jnl
ARGO: a model for accurate estimation of influenza epidemics using Google search data.
CoRR
Shihao Yang, Mauricio Santillana, Samuel C. Kou
2015 J jnl
Combining Search, Social Media, and Traditional Data Sources to Improve Influenza Surveillance.
PLoS Comput. Biol.
Mauricio Santillana, André T. Nguyen, Mark Dredze, Michael J. Paul, Elaine O. Nsoesie, John S. Brownstein
2013 J jnl
Gradient-based estimation of Manning's friction coefficient from noisy data.
J. Comput. Appl. Math.
Victor M. Calo, Nathan O. Collier, Matthias Gehre, Bangti Jin, Hany Radwan, Mauricio Santillana