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Mauricio Santillana
Mauricio Santillana
Professor of Physics and Electr. and Comp. Eng., Northeastern University, and Harvard T. H. Chan SPH
northeastern.edu의 이메일 확인됨 - 홈페이지
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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
16812020
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
14952020
Socioeconomic status determines COVID-19 incidence and related mortality in Santiago, Chile
GE Mena, PP Martinez, AS Mahmud, PA Marquet, CO Buckee, ...
Science 372 (6545), eabg5298, 2021
5592021
Antibiotic resistance increases with local temperature
DR MacFadden, SF McGough, D Fisman, M Santillana, JS Brownstein
Nature Climate Change 8 (6), 510-514, 2018
5112018
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 computational biology 11 (10), e1004513, 2015
4692015
Aggregated mobility data could help fight COVID-19
CO Buckee, S Balsari, J Chan, M Crosas, F Dominici, U Gasser, YH Grad, ...
Science 368 (6487), 145-146, 2020
4632020
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
4392015
SARS-CoV-2 RNA concentrations in wastewater foreshadow dynamics and clinical presentation of new COVID-19 cases
F Wu, A Xiao, J Zhang, K Moniz, N Endo, F Armas, R Bonneau, MA Brown, ...
Science of The Total Environment 805, 150121, 2022
3252022
Prevalence and correlates of long COVID symptoms among US adults
RH Perlis, M Santillana, K Ognyanova, A Safarpour, KL Trujillo, ...
JAMA network open 5 (10), e2238804-e2238804, 2022
3232022
The role of absolute humidity on transmission rates of the COVID-19 outbreak
W Luo, MS Majumder, D Liu, C Poirier, KD Mandl, M Lipsitch, ...
MedRxiv, 2020.02. 12.20022467, 2020
2492020
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
2242015
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
2172014
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
2142017
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), e3416, 2014
1882014
An early warning approach to monitor COVID-19 activity with multiple digital traces in near real time
NE Kogan, L Clemente, P Liautaud, J Kaashoek, NB Link, AT Nguyen, ...
Science advances 7 (10), eabd6989, 2021
1772021
Evaluation of Internet-based dengue query data: Google Dengue Trends
RT Gluskin, MA Johansson, M Santillana, JS Brownstein
PLoS neglected tropical diseases 8 (2), e2713, 2014
1702014
The role of environmental factors on transmission rates of the COVID-19 outbreak: an initial assessment in two spatial scales
C Poirier, W Luo, MS Majumder, D Liu, KD Mandl, TA Mooring, ...
Scientific reports 10 (1), 17002, 2020
1612020
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
1552020
Improved state-level influenza nowcasting in the United States leveraging Internet-based data and network approaches
FS Lu, MW Hattab, CL Clemente, M Biggerstaff, M Santillana
Nature communications 10 (1), 147, 2019
1252019
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), 33707, 2016
1252016
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