Mauricio Santillana

According to our database, Mauricio Santillana authored at least 15 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

De-identification and Obfuscation of Gender Attributes from Retinal Scans.

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

Proceedings of the Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging, 2023

2022

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

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

PLoS Comput. Biol., 2022

Machine learning approaches to predicting no-shows in pediatric medical appointment.

Dianbo Liu, Won-Yong Shin, Eli Sprecher, Kathleen Conroy, Omar Santiago, Gal Wachtel, Mauricio Santillana

npj Digit. Medicine, 2022

2021

High-Resolution Spatio-Temporal Model for County-Level COVID-19 Activity in the U.S.

Shixiang Zhu, Alexander Bukharin, Liyan Xie, Mauricio Santillana, Shihao Yang, Yao Xie

ACM Trans. Manag. Inf. Syst., 2021

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

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

PLoS Comput. Biol., 2021

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

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

PLoS Comput. Biol., 2021

2020

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

Emily L. Aiken, Sarah F. McGough, Maimuna S. Majumder, Gal Wachtel, André T. Nguyen, Cécile Viboud, Mauricio Santillana

PLoS Comput. Biol., 2020

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.

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

CoRR, 2020

2019

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

Sam Tideman, Mauricio Santillana, Jonathan P. Bickel, Ben Reis

J. Am. Medical Informatics Assoc., 2019

Towards the Use of Neural Networks for Influenza Prediction at Multiple Spatial Resolutions.

Emily L. Aiken, André T. Nguyen, Mauricio Santillana

CoRR, 2019

2017

Advances in using Internet searches to track dengue.

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

PLoS Comput. Biol., 2017

2016

Estimating numerical errors due to operator splitting in global atmospheric chemistry models: Transport and chemistry.

Mauricio Santillana, Lin Zhang, Robert Yantosca

J. Comput. Phys., 2016

2015

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

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

PLoS Comput. Biol., 2015

ARGO: a model for accurate estimation of influenza epidemics using Google search data.

Shihao Yang, Mauricio Santillana, Samuel C. Kou

CoRR, 2015

2013

Gradient-based estimation of Manning's friction coefficient from noisy data.

Victor M. Calo, Nathan O. Collier, Matthias Gehre, Bangti Jin, Hany Radwan, Mauricio Santillana

J. Comput. Appl. Math., 2013