| 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 | 1590 | 2020 |
| 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 | 1317 | 2020 |
| 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 | 471 | 2021 |
| 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 | 447 | 2015 |
| 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 | 431 | 2020 |
| Antibiotic resistance increases with local temperature DR MacFadden, SF McGough, D Fisman, M Santillana, JS Brownstein Nature Climate Change 8 (6), 510-514, 2018 | 409 | 2018 |
| 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 | 406 | 2015 |
| 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 | 285 | 2022 |
| 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 | 246 | 2020 |
| 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 | 210 | 2015 |
| 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 | 210 | 2014 |
| 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 | 195 | 2017 |
| 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 | 187 | 2022 |
| 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 | 184 | 2014 |
| 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 | 166 | 2014 |
| 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 | 152 | 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 D Liu, L Clemente, C Poirier, X Ding, M Chinazzi, JT Davis, A Vespignani, ... arXiv preprint arXiv:2004.04019, 2020 | 149 | 2020 |
| 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 | 148 | 2021 |
| 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), e5814, 2016 | 121 | 2016 |
| 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, 1-9, 2017 | 116 | 2017 |
David LazerUniversity Distinguished Professor, Northeastern University; & Visiting Scholar, Harvard UniversityVerified email at neu.edu
