List of works - Mauricio Santillana

1605. Temperature Modulates the Rate of Increase of Antibiotic Resistance Across Europe

scientific article published on 23 October 2019

2014 ebola outbreak: media events track changes in observed reproductive number

scientific article published on 28 April 2015

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

scientific article

Accurate Influenza Monitoring and Forecasting Using Novel Internet Data Streams: A Case Study in the Boston Metropolis.

scientific article

Accurate estimation of influenza epidemics using Google search data via ARGO ⬇️

scientific article

Advances in using Internet searches to track dengue

scientific article published on 20 July 2017

Aggregated mobility data could help fight COVID-19

scientific article published on 23 March 2020

Antibiotic Resistance Increases with Local Temperature

scientific article

Antibiotic resistance increases with local temperature

scholarly article by Derek R. MacFadden et al published 21 May 2018 in Nature Climate Change

Chikungunya virus outbreak in the Amazon region: replacement of the Asian genotype by an ECSA lineage

article

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

scientific article published in November 2017

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

scientific 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

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

scientific article published on 22 September 2020

County-level assessment of United States kindergarten vaccination rates for measles mumps rubella (MMR) for the 2014-2015 school year

scientific article published on 13 October 2017

Determinants of Participants' Follow-Up and Characterization of Representativeness in Flu Near You, A Participatory Disease Surveillance System

scientific article

Differences in Regional Patterns of Influenza Activity Across Surveillance Systems in the United States: Comparative Evaluation

scientific article published on 14 September 2019

Editorial Commentary: Perspectives on the Future of Internet Search Engines and Biosurveillance Systems

scientific article

Effect of non-pharmaceutical interventions to contain COVID-19 in China

scientific article published on 04 May 2020

Enhancing Situational Awareness to Prevent Infectious Disease Outbreaks from Becoming Catastrophic

scientific article published on 01 January 2019

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

article

Estimation of Pneumonic Plague Transmission in Madagascar, August-November 2017

article

Evaluating the generalizability of the COVID States survey — a large-scale, non-probability survey

scientific article published on 7 March 2022

Evaluating the performance of infectious disease forecasts: A comparison of climate-driven and seasonal dengue forecasts for Mexico

scientific article published on 26 September 2016

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

scientific article

Flu Near You: Crowdsourced Symptom Reporting Spanning 2 Influenza Seasons

scientific article published on 13 August 2015

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

scientific article

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

article

Identifying and Measuring Conditional Policy Preferences: The Case of Opening Schools During a Pandemic

scientific article published on 14 December 2020

Improved Real-Time Influenza Surveillance: Using Internet Search Data in Eight Latin American Countries

scientific article published on 04 April 2019

Improved real-time influenza surveillance using Internet search data in eight Latin American countries

Improved real-time influenza surveillance using Internet search data in eight Latin American countries (Preprint)

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

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

scientific article published in Nature Communications

Internet search query data improve forecasts of daily emergency department volume

scientific article published on 01 December 2019

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

scientific article published on 31 March 2022

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

scientific article published on 24 September 2019

Patients with Cancer Appear More Vulnerable to SARS-COV-2: A Multicenter Study during the COVID-19 Outbreak

scientific article published on 28 April 2020

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

scientific article published on 17 August 2020