Mauricio Santillana
Mauricio Santillana
Assistant Professor, Harvard Medical School
Verified email at g.harvard.edu - Homepage
Title
Cited by
Cited by
Year
Patients with cancer appear more vulnerable to SARS-CoV-2: a multicenter study during the COVID-19 outbreak
M Dai, D Liu, M Liu, F Zhou, G Li, Z Chen, Z Zhang, H You, M Wu, ...
Cancer discovery 10 (6), 783-791, 2020
5482020
Effect of non-pharmaceutical interventions to contain COVID-19 in China
S Lai, NW Ruktanonchai, L Zhou, O Prosper, W Luo, JR Floyd, ...
Nature 585 (7825), 410-413, 2020
4772020
Combining search, social media, and traditional data sources to improve influenza surveillance
M Santillana, AT Nguyen, M Dredze, MJ Paul, EO Nsoesie, JS Brownstein
PLoS Comput Biol 11 (10), e1004513, 2015
3122015
Accurate estimation of influenza epidemics using Google search data via ARGO
S Yang, M Santillana, SC Kou
Proceedings of the National Academy of Sciences 112 (47), 14473-14478, 2015
2722015
Aggregated mobility data could help fight COVID-19
CO Buckee, S Balsari, J Chan, M Crosas, F Dominici, U Gasser, YH Grad, ...
Science (New York, NY) 368 (6487), 145-146, 2020
1882020
What can digital disease detection learn from (an external revision to) Google Flu Trends?
M Santillana, DW Zhang, BM Althouse, JW Ayers
American journal of preventive medicine 47 (3), 341-347, 2014
1752014
Flu near you: crowdsourced symptom reporting spanning 2 influenza seasons
MS Smolinski, AW Crawley, K Baltrusaitis, R Chunara, JM Olsen, ...
American journal of public health 105 (10), 2124-2130, 2015
1402015
Forecasting Zika incidence in the 2016 Latin America outbreak combining traditional disease surveillance with search, social media, and news report data
SF McGough, JS Brownstein, JB Hawkins, M Santillana
PLoS neglected tropical diseases 11 (1), e0005295, 2017
1392017
The role of absolute humidity on transmission rates of the COVID-19 outbreak
W Luo, M Majumder, D Liu, C Poirier, K Mandl, M Lipsitch, M Santillana
1352020
Antibiotic resistance increases with local temperature
DR MacFadden, SF McGough, D Fisman, M Santillana, JS Brownstein
Nature Climate Change 8 (6), 510-514, 2018
1292018
Evaluation of Internet-based dengue query data: Google Dengue Trends
RT Gluskin, MA Johansson, M Santillana, JS Brownstein
PLoS Negl Trop Dis 8 (2), e2713, 2014
1282014
A case study of the New York City 2012-2013 influenza season with daily geocoded Twitter data from temporal and spatiotemporal perspectives
R Nagar, Q Yuan, CC Freifeld, M Santillana, A Nojima, R Chunara, ...
Journal of medical Internet research 16 (10), e236, 2014
1142014
Utilizing nontraditional data sources for near real-time estimation of transmission dynamics during the 2015-2016 Colombian Zika virus disease outbreak
MS Majumder, M Santillana, SR Mekaru, DP McGinnis, K Khan, ...
JMIR public health and surveillance 2 (1), e30, 2016
972016
Using electronic health records and Internet search information for accurate influenza forecasting
S Yang, M Santillana, JS Brownstein, J Gray, S Richardson, SC Kou
BMC infectious diseases 17 (1), 1-9, 2017
812017
Evaluating the performance of infectious disease forecasts: A comparison of climate-driven and seasonal dengue forecasts for Mexico
MA Johansson, NG Reich, A Hota, JS Brownstein, M Santillana
Scientific reports 6 (1), 1-11, 2016
772016
Advances in using Internet searches to track dengue
S Yang, SC Kou, F Lu, JS Brownstein, N Brooke, M Santillana
PLoS computational biology 13 (7), e1005607, 2017
672017
Accurate influenza monitoring and forecasting using novel internet data streams: a case study in the Boston Metropolis
FS Lu, S Hou, K Baltrusaitis, M Shah, J Leskovec, J Hawkins, ...
JMIR public health and surveillance 4 (1), e4, 2018
662018
Using clinicians’ search query data to monitor influenza epidemics
M Santillana, EO Nsoesie, SR Mekaru, D Scales, JS Brownstein
Clinical Infectious Diseases 59 (10), 1446-1450, 2014
652014
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
D Liu, L Clemente, C Poirier, X Ding, M Chinazzi, JT Davis, A Vespignani, ...
arXiv preprint arXiv:2004.04019, 2020
582020
Cloud-based electronic health records for real-time, region-specific influenza surveillance
M Santillana, AT Nguyen, T Louie, A Zink, J Gray, I Sung, JS Brownstein
Scientific reports 6 (1), 1-8, 2016
542016
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Articles 1–20