Santillana M - Search Results

1

Real-Time Forecasting of the COVID-19 Outbreak in Chinese Provinces: Machine Learning Approach Using Novel Digital Data and Estimates From Mechanistic Models.

Liu D, Clemente L, Poirier C, Ding X, Chinazzi M, Davis J, Vespignani A, Santillana M. Liu D, et al. Among authors: santillana m. J Med Internet Res. 2020 Aug 17;22(8):e20285. doi: 10.2196/20285. J Med Internet Res. 2020. PMID: 32730217 Free PMC article.

2

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

McGough SF, Brownstein JS, Hawkins JB, Santillana M. McGough SF, et al. Among authors: santillana m. PLoS Negl Trop Dis. 2017 Jan 13;11(1):e0005295. doi: 10.1371/journal.pntd.0005295. eCollection 2017 Jan. PLoS Negl Trop Dis. 2017. PMID: 28085877 Free PMC article.

3

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

Brownstein JS, Chu S, Marathe A, Marathe MV, Nguyen AT, Paolotti D, Perra N, Perrotta D, Santillana M, Swarup S, Tizzoni M, Vespignani A, Vullikanti AKS, Wilson ML, Zhang Q. Brownstein JS, et al. Among authors: santillana m. JMIR Public Health Surveill. 2017 Nov 1;3(4):e83. doi: 10.2196/publichealth.7344. JMIR Public Health Surveill. 2017. PMID: 29092812 Free PMC article.

4

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

Clemente L, Lu F, Santillana M. Clemente L, et al. Among authors: santillana m. JMIR Public Health Surveill. 2019 Apr 4;5(2):e12214. doi: 10.2196/12214. JMIR Public Health Surveill. 2019. PMID: 30946017 Free PMC article.

5

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

Baltrusaitis K, Vespignani A, Rosenfeld R, Gray J, Raymond D, Santillana M. Baltrusaitis K, et al. Among authors: santillana m. JMIR Public Health Surveill. 2019 Sep 14;5(4):e13403. doi: 10.2196/13403. JMIR Public Health Surveill. 2019. PMID: 31579019 Free PMC article.

6

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

Dai M, Liu D, Liu M, Zhou F, Li G, Chen Z, Zhang Z, You H, Wu M, Zheng Q, Xiong Y, Xiong H, Wang C, Chen C, Xiong F, Zhang Y, Peng Y, Ge S, Zhen B, Yu T, Wang L, Wang H, Liu Y, Chen Y, Mei J, Gao X, Li Z, Gan L, He C, Li Z, Shi Y, Qi Y, Yang J, Tenen DG, Chai L, Mucci LA, Santillana M, Cai H. Dai M, et al. Among authors: santillana m. Cancer Discov. 2020 Jun;10(6):783-791. doi: 10.1158/2159-8290.CD-20-0422. Epub 2020 Apr 28. Cancer Discov. 2020. PMID: 32345594 Free PMC article. Clinical Trial.

7

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

Lai S, Ruktanonchai NW, Zhou L, Prosper O, Luo W, Floyd JR, Wesolowski A, Santillana M, Zhang C, Du X, Yu H, Tatem AJ. Lai S, et al. Among authors: santillana m. Nature. 2020 Sep;585(7825):410-413. doi: 10.1038/s41586-020-2293-x. Epub 2020 May 4. Nature. 2020. PMID: 32365354 Free PMC article.

8

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.

Liu D, Clemente L, Poirier C, Ding X, Chinazzi M, Davis JT, Vespignani A, Santillana M. Liu D, et al. Among authors: santillana m. ArXiv [Preprint]. 2020 Apr 8:arXiv:2004.04019v1. ArXiv. 2020. PMID: 32550248 Free PMC article. Preprint.

9

An Early Warning Approach to Monitor COVID-19 Activity with Multiple Digital Traces in Near Real-Time.

Kogan NE, Clemente L, Liautaud P, Kaashoek J, Link NB, Nguyen AT, Lu FS, Huybers P, Resch B, Havas C, Petutschnig A, Davis J, Chinazzi M, Mustafa B, Hanage WP, Vespignani A, Santillana M. Kogan NE, et al. Among authors: santillana m. ArXiv [Preprint]. 2020 Jul 3:arXiv:2007.00756v2. ArXiv. 2020. PMID: 32676518 Free PMC article. Updated. Preprint.

10

The Role of Environmental Factors on Transmission Rates of the COVID-19 Outbreak: An Initial Assessment in Two Spatial Scales.

Poirier C, Luo W, Majumder MS, Liu D, Mandl KD, Mooring TA, Santillana M. Poirier C, et al. Among authors: santillana m. SSRN [Preprint]. 2020 Mar 12:3552677. doi: 10.2139/ssrn.3552677. SSRN. 2020. PMID: 32714106 Free PMC article. Updated. Preprint.

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