Harvard Catalyst Profiles

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John Samuel Brownstein, Ph.D.

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Other Positions
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Research
research activities and funding
The research activities and funding listed below are automatically derived from NIH ExPORTER and other sources, which might result in incorrect or missing items. Faculty can login to make corrections and additions.
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  1. R01LM011965 (BROWNSTEIN, JOHN S.) May 1, 2015 - Apr 30, 2019
    NIH/NLM
    An Approach for Estimating Foodborne Illnesses and Assessing Risk Factors
    Role: Principal Investigator
  2. R01LM010812 (BROWNSTEIN, JOHN S.) Jul 15, 2010 - Jul 14, 2016
    NIH/NLM
    A Platform for Modeling the Global Impact of Climate Change on Infectious Disease
    Role: Principal Investigator
  3. G08LM009776 (BROWNSTEIN, JOHN S.) Sep 30, 2009 - Sep 29, 2013
    NIH/NLM
    HealthMap: Knowledge Management for Emerging Infectious Disease Intelligence
    Role: Principal Investigator
  4. R21AI073591 (BROWNSTEIN, JOHN S.) Sep 30, 2007 - Aug 31, 2010
    NIH/NIAID
    Empirical space-time evaluation of priority groups for influenza control
    Role: Principal Investigator
  5. R21LM009263 (BROWNSTEIN, JOHN S.) Sep 30, 2006 - Sep 29, 2009
    NIH/NLM
    Informatics for empirically supported influenza pandemic control strategies
    Role: Principal Investigator

Bibliographic
selected publications
Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
  1. Sadilek A, Hswen Y, Bavadekar S, Shekel T, Brownstein JS, Gabrilovich E. Lymelight: forecasting Lyme disease risk using web search data. NPJ Digit Med. 2020; 3:16. PMID: 32047861.
    Citations:    
  2. Shaban-Nejad A, Michalowski M, Peek N, Brownstein JS, Buckeridge DL. Seven pillars of precision digital health and medicine. Artif Intell Med. 2020 Mar; 103:101793. PMID: 32143798.
    Citations:    
  3. Shuter J, Yang A, Kim RS, Brownstein JS. Interest in Tobacco Treatment Delivered During Rideshare Travel. Mayo Clin Proc Innov Qual Outcomes. 2019 Dec; 3(4):461-465. PMID: 31993564.
    Citations:    
  4. Hswen Y, Brownstein JS. Real-Time Digital Surveillance of Vaping-Induced Pulmonary Disease. N Engl J Med. 2019 10 31; 381(18):1778-1780. PMID: 31539466.
    Citations:    
  5. Desai AN, Kraemer MUG, Bhatia S, Cori A, Nouvellet P, Herringer M, Cohn EL, Carrion M, Brownstein JS, Madoff LC, Lassmann B. Real-time Epidemic Forecasting: Challenges and Opportunities. Health Secur. 2019 Jul/Aug; 17(4):268-275. PMID: 31433279.
    Citations:    
  6. Kraemer MUG, Reiner RC, Brady OJ, Messina JP, Gilbert M, Pigott DM, Yi D, Johnson K, Earl L, Marczak LB, Shirude S, Weaver ND, Bisanzio D, Perkins TA, Lai S, Lu X, Jones P, Coelho GE, Carvalho RG, Van Bortel W, Marsboom C, Hendrickx G, Schaffner F, Moore CG, Nax HH, Bengtsson L, Wetter E, Tatem AJ, Brownstein JS, Smith DL, Lambrechts L, Cauchemez S, Linard C, Faria NR, Pybus OG, Scott TW, Liu Q, Yu H, Wint GRW, Hay SI, Golding N. Publisher Correction: Past and future spread of the arbovirus vectors Aedes aegypti and Aedes albopictus. Nat Microbiol. 2019 May; 4(5):900. PMID: 30903094.
    Citations:    
  7. Kraemer MUG, Reiner RC, Brady OJ, Messina JP, Gilbert M, Pigott DM, Yi D, Johnson K, Earl L, Marczak LB, Shirude S, Weaver ND, Bisanzio D, Perkins TA, Lai S, Lu X, Jones P, Coelho GE, Carvalho RG, Van Bortel W, Marsboom C, Hendrickx G, Schaffner F, Moore CG, Nax HH, Bengtsson L, Wetter E, Tatem AJ, Brownstein JS, Smith DL, Lambrechts L, Cauchemez S, Linard C, Faria NR, Pybus OG, Scott TW, Liu Q, Yu H, Wint GRW, Hay SI, Golding N. Publisher Correction: Past and future spread of the arbovirus vectors Aedes aegypti and Aedes albopictus. Nat Microbiol. 2019 May; 4(5):901. PMID: 30962571.
    Citations:    
  8. Kraemer MUG, Golding N, Bisanzio D, Bhatt S, Pigott DM, Ray SE, Brady OJ, Brownstein JS, Faria NR, Cummings DAT, Pybus OG, Smith DL, Tatem AJ, Hay SI, Reiner RC. Utilizing general human movement models to predict the spread of emerging infectious diseases in resource poor settings. Sci Rep. 2019 Mar 26; 9(1):5151. PMID: 30914669.
    Citations:    
  9. Kraemer MUG, Reiner RC, Brady OJ, Messina JP, Gilbert M, Pigott DM, Yi D, Johnson K, Earl L, Marczak LB, Shirude S, Davis Weaver N, Bisanzio D, Perkins TA, Lai S, Lu X, Jones P, Coelho GE, Carvalho RG, Van Bortel W, Marsboom C, Hendrickx G, Schaffner F, Moore CG, Nax HH, Bengtsson L, Wetter E, Tatem AJ, Brownstein JS, Smith DL, Lambrechts L, Cauchemez S, Linard C, Faria NR, Pybus OG, Scott TW, Liu Q, Yu H, Wint GRW, Hay SI, Golding N. Past and future spread of the arbovirus vectors Aedes aegypti and Aedes albopictus. Nat Microbiol. 2019 05; 4(5):854-863. PMID: 30833735.
    Citations:    
  10. Shuter J, Rosander C, Kim RS, Brownstein JS. Passenger or Patient? The Automobile: A New Frontier in Health Promotion. Health Promot Pract. 2019 05; 20(3):328-332. PMID: 30767574.
    Citations:    
  11. Hswen Y, Gopaluni A, Brownstein JS, Hawkins JB. Using Twitter to Detect Psychological Characteristics of Self-Identified Persons With Autism Spectrum Disorder: A Feasibility Study. JMIR Mhealth Uhealth. 2019 02 12; 7(2):e12264. PMID: 30747718.
    Citations:    
  12. Hswen Y, Qin Q, Brownstein JS, Hawkins JB. Feasibility of using social media to monitor outdoor air pollution in London, England. Prev Med. 2019 04; 121:86-93. PMID: 30742873.
    Citations:    
  13. Olesen SW, Barnett ML, MacFadden DR, Brownstein JS, Hernández-Díaz S, Lipsitch M, Grad YH. The distribution of antibiotic use and its association with antibiotic resistance. Elife. 2018 12 18; 7. PMID: 30560781.
    Citations:    Fields:    
  14. Hswen Y, Naslund JA, Brownstein JS, Hawkins JB. Monitoring Online Discussions About Suicide Among Twitter Users With Schizophrenia: Exploratory Study. JMIR Ment Health. 2018 Dec 13; 5(4):e11483. PMID: 30545811.
    Citations:    
  15. Hausmann JS, Berna R, Gujral N, Ayubi S, Hawkins J, Brownstein JS, Dedeoglu F. Using Smartphone Crowdsourcing to Redefine Normal and Febrile Temperatures in Adults: Results from the Feverprints Study. J Gen Intern Med. 2018 12; 33(12):2046-2047. PMID: 30105481.
    Citations:    
  16. Majumder MS, Cohn EL, Santillana M, Brownstein JS. Estimation of Pneumonic Plague Transmission in Madagascar, August-November 2017. PLoS Curr. 2018 Nov 01; 10. PMID: 30450266.
    Citations:    
  17. Sewalk KC, Tuli G, Hswen Y, Brownstein JS, Hawkins JB. Using Twitter to Examine Web-Based Patient Experience Sentiments in the United States: Longitudinal Study. J Med Internet Res. 2018 10 12; 20(10):e10043. PMID: 30314959.
    Citations:    Fields:    
  18. Chakraborty P, Lewis B, Eubank S, Brownstein JS, Marathe M, Ramakrishnan N. What to know before forecasting the flu. PLoS Comput Biol. 2018 10; 14(10):e1005964. PMID: 30312305.
    Citations:    Fields:    Translation:HumansPHPublic Health
  19. Hswen Y, Naslund JA, Brownstein JS, Hawkins JB. Online Communication about Depression and Anxiety among Twitter Users with Schizophrenia: Preliminary Findings to Inform a Digital Phenotype Using Social Media. Psychiatr Q. 2018 09; 89(3):569-580. PMID: 29327218.
    Citations:    Fields:    Translation:Humans
  20. Hswen Y, Sewalk KC, Alsentzer E, Tuli G, Brownstein JS, Hawkins JB. Investigating inequities in hospital care among lesbian, gay, bisexual, and transgender (LGBT) individuals using social media. Soc Sci Med. 2018 10; 215:92-97. PMID: 30219749.
    Citations:    Fields:    
  21. Baltrusaitis K, Brownstein JS, Scarpino SV, Bakota E, Crawley AW, Conidi G, Gunn J, Gray J, Zink A, Santillana M. 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. BMC Infect Dis. 2018 08 15; 18(1):403. PMID: 30111305.
    Citations: 1     Fields:    
  22. Kraemer MUG, Bisanzio D, Reiner RC, Zakar R, Hawkins JB, Freifeld CC, Smith DL, Hay SI, Brownstein JS, Perkins TA. Inferences about spatiotemporal variation in dengue virus transmission are sensitive to assumptions about human mobility: a case study using geolocated tweets from Lahore, Pakistan. EPJ Data Sci. 2018; 7(1):16. PMID: 30854281.
    Citations:    
  23. MacFadden DR, McGough SF, Fisman D, Santillana M, Brownstein JS. Antibiotic Resistance Increases with Local Temperature. Nat Clim Chang. 2018 Jun; 8(6):510-514. PMID: 30369964.
    Citations:    
  24. Ahmadvand A, Gatchel R, Brownstein J, Nissen L. The Biopsychosocial-Digital Approach to Health and Disease: Call for a Paradigm Expansion. J Med Internet Res. 2018 05 18; 20(5):e189. PMID: 29776900.
    Citations:    Fields:    
  25. Harris JK, Hinyard L, Beatty K, Hawkins JB, Nsoesie EO, Mansour R, Brownstein JS. Evaluating the Implementation of a Twitter-Based Foodborne Illness Reporting Tool in the City of St. Louis Department of Health. Int J Environ Res Public Health. 2018 04 24; 15(5). PMID: 29695038.
    Citations:    Fields:    
  26. Lorthe TS, Pollack MP, Lassmann B, Brownstein JS, Cohn E, Divi N, Herrera-Guibert DJ, Olsen J, Smolinski MS, Madoff LC. Evaluation of the EpiCore outbreak verification system. Bull World Health Organ. 2018 May 01; 96(5):327-334. PMID: 29875517.
    Citations:    Fields:    Translation:HumansAnimalsPHPublic Health
  27. Lu FS, Hou S, Baltrusaitis K, Shah M, Leskovec J, Sosic R, Hawkins J, Brownstein J, Conidi G, Gunn J, Gray J, Zink A, Santillana M. Accurate Influenza Monitoring and Forecasting Using Novel Internet Data Streams: A Case Study in the Boston Metropolis. JMIR Public Health Surveill. 2018 Jan 09; 4(1):e4. PMID: 29317382.
    Citations: 2     
  28. Sinha MS, Freifeld CC, Brownstein JS, Donneyong MM, Rausch P, Lappin BM, Zhou EH, Dal Pan GJ, Pawar AM, Hwang TJ, Avorn J, Kesselheim AS. Social Media Impact of the Food and Drug Administration's Drug Safety Communication Messaging About Zolpidem: Mixed-Methods Analysis. JMIR Public Health Surveill. 2018 Jan 05; 4(1):e1. PMID: 29305342.
    Citations:    
  29. Vayena E, Dzenowagis J, Brownstein JS, Sheikh A. Policy implications of big data in the health sector. Bull World Health Organ. 2018 Jan 01; 96(1):66-68. PMID: 29403102.
    Citations: 2     Fields:    Translation:Humans
  30. 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. Combining Participatory Influenza Surveillance with Modeling and Forecasting: Three Alternative Approaches. JMIR Public Health Surveill. 2017 Nov 01; 3(4):e83. PMID: 29092812.
    Citations: 2     
  31. Harris JK, Hawkins JB, Nguyen L, Nsoesie EO, Tuli G, Mansour R, Brownstein JS. Using Twitter to Identify and Respond to Food Poisoning: The Food Safety STL Project. J Public Health Manag Pract. 2017 Nov/Dec; 23(6):577-580. PMID: 28166175.
    Citations: 5     Fields:    Translation:HumansPHPublic Health
  32. Wang A, Daneman N, Tan C, Brownstein JS, MacFadden DR. Evaluating the Relationship Between Hospital Antibiotic Use and Antibiotic Resistance in Common Nosocomial Pathogens. Infect Control Hosp Epidemiol. 2017 12; 38(12):1457-1463. PMID: 29072150.
    Citations:    Fields:    Translation:Humans
  33. Kluberg SA, McGinnis DP, Hswen Y, Majumder MS, Santillana M, Brownstein JS. County-level assessment of United States kindergarten vaccination rates for measles mumps rubella (MMR) for the 2014-2015 school year. Vaccine. 2017 11 07; 35(47):6444-6450. PMID: 29037574.
    Citations:    Fields:    Translation:Humans
  34. Schwind JS, Norman SA, Karmacharya D, Wolking DJ, Dixit SM, Rajbhandari RM, Mekaru SR, Brownstein JS. Online surveillance of media health event reporting in Nepal: digital disease detection from a One Health perspective. BMC Int Health Hum Rights. 2017 09 21; 17(1):26. PMID: 28934949.
    Citations:    Fields:    Translation:HumansAnimalsPHPublic Health
  35. Hswen Y, Naslund JA, Chandrashekar P, Siegel R, Brownstein JS, Hawkins JB. Exploring online communication about cigarette smoking among Twitter users who self-identify as having schizophrenia. Psychiatry Res. 2017 11; 257:479-484. PMID: 28841509.
    Citations: 1     Fields:    Translation:Humans
  36. Yang S, Kou SC, Lu F, Brownstein JS, Brooke N, Santillana M. Advances in using Internet searches to track dengue. PLoS Comput Biol. 2017 Jul; 13(7):e1005607. PMID: 28727821.
    Citations: 1     Fields:    Translation:HumansPHPublic Health
  37. Tian H, Yu P, Chowell G, Li S, Wei J, Tian H, Lv W, Han Z, Yang J, Huang S, Zhou S, Brownstein JS, Wang J, Xu B. Severe Fever with Thrombocytopenia Syndrome Virus in Humans, Domesticated Animals, Ticks, and Mosquitoes, Shaanxi Province, China. Am J Trop Med Hyg. 2017 Jun; 96(6):1346-1349. PMID: 28719252.
    Citations: 2     Fields:    Translation:HumansAnimalsCells
  38. Majumder MS, Brownstein JS, Finkelstein SN, Larson RC, Bourouiba L. Nosocomial amplification of MERS-coronavirus in South Korea, 2015. Trans R Soc Trop Med Hyg. 2017 06 01; 111(6):261-269. PMID: 29044371.
    Citations: 2     Fields:    Translation:HumansCellsPHPublic Health
  39. Hswen Y, Brownstein JS, Liu J, Hawkins JB. Use of a Digital Health Application for Influenza Surveillance in China. Am J Public Health. 2017 07; 107(7):1130-1136. PMID: 28520492.
    Citations:    Fields:    Translation:HumansPHPublic Health
  40. Henly S, Tuli G, Kluberg SA, Hawkins JB, Nguyen QC, Anema A, Maharana A, Brownstein JS, Nsoesie EO. Disparities in digital reporting of illness: A demographic and socioeconomic assessment. Prev Med. 2017 Aug; 101:18-22. PMID: 28528170.
    Citations:    Fields:    Translation:HumansPHPublic Health
  41. Yang S, Santillana M, Brownstein JS, Gray J, Richardson S, Kou SC. Using electronic health records and Internet search information for accurate influenza forecasting. BMC Infect Dis. 2017 05 08; 17(1):332. PMID: 28482810.
    Citations: 6     Fields:    Translation:HumansPHPublic Health
  42. Baltrusaitis K, Santillana M, Crawley AW, Chunara R, Smolinski M, Brownstein JS. Determinants of Participants' Follow-Up and Characterization of Representativeness in Flu Near You, A Participatory Disease Surveillance System. JMIR Public Health Surveill. 2017 Apr 07; 3(2):e18. PMID: 28389417.
    Citations: 5     
  43. Majumder MS, Nguyen CM, Cohn EL, Hswen Y, Mekaru SR, Brownstein JS. Vaccine compliance and the 2016 Arkansas mumps outbreak. Lancet Infect Dis. 2017 04; 17(4):361-362. PMID: 28346168.
    Citations:    Fields:    Translation:HumansPHPublic Health
  44. Pierce CE, Bouri K, Pamer C, Proestel S, Rodriguez HW, Van Le H, Freifeld CC, Brownstein JS, Walderhaug M, Edwards IR, Dasgupta N. Evaluation of Facebook and Twitter Monitoring to Detect Safety Signals for Medical Products: An Analysis of Recent FDA Safety Alerts. Drug Saf. 2017 04; 40(4):317-331. PMID: 28044249.
    Citations: 10     Fields:    Translation:Humans
  45. Zinszer K, Morrison K, Verma A, Brownstein JS. Spatial Determinants of Ebola Virus Disease Risk for the West African Epidemic. PLoS Curr. 2017 Mar 31; 9. PMID: 28439448.
    Citations:    
  46. Ghosh S, Chakraborty P, Nsoesie EO, Cohn E, Mekaru SR, Brownstein JS, Ramakrishnan N. Temporal Topic Modeling to Assess Associations between News Trends and Infectious Disease Outbreaks. Sci Rep. 2017 01 19; 7:40841. PMID: 28102319.
    Citations: 3     Fields:    Translation:HumansPHPublic Health
  47. Zinszer K, Morrison K, Brownstein JS, Marinho F, Santos AF, Nsoesie EO. Reconstruction of Zika Virus Introduction in Brazil. Emerg Infect Dis. 2017 01; 23(1):91-94. PMID: 27618573.
    Citations: 9     Fields:    Translation:HumansCellsPHPublic Health
  48. McGough SF, Brownstein JS, Hawkins JB, Santillana M. Forecasting Zika Incidence in the 2016 Latin America Outbreak Combining Traditional Disease Surveillance with Search, Social Media, and News Report Data. PLoS Negl Trop Dis. 2017 01; 11(1):e0005295. PMID: 28085877.
    Citations: 9     Fields:    Translation:HumansCellsPHPublic Health
  49. Alhamlan FS, Majumder MS, Brownstein JS, Hawkins J, Al-Abdely HM, Alzahrani A, Obaid DA, Al-Ahdal MN, BinSaeed A. Case characteristics among Middle East respiratory syndrome coronavirus outbreak and non-outbreak cases in Saudi Arabia from 2012 to 2015. BMJ Open. 2017 01 12; 7(1):e011865. PMID: 28082362.
    Citations: 1     Fields:    Translation:HumansCellsPHPublic Health
  50. Kraemer MUG, Faria NR, Reiner RC, Golding N, Nikolay B, Stasse S, Johansson MA, Salje H, Faye O, Wint GRW, Niedrig M, Shearer FM, Hill SC, Thompson RN, Bisanzio D, Taveira N, Nax HH, Pradelski BSR, Nsoesie EO, Murphy NR, Bogoch II, Khan K, Brownstein JS, Tatem AJ, de Oliveira T, Smith DL, Sall AA, Pybus OG, Hay SI, Cauchemez S. Spread of yellow fever virus outbreak in Angola and the Democratic Republic of the Congo 2015-16: a modelling study. Lancet Infect Dis. 2017 03; 17(3):330-338. PMID: 28017559.
    Citations: 24     Fields:    Translation:HumansAnimalsCellsPHPublic Health
  51. Tian H, Huang S, Zhou S, Bi P, Yang Z, Li X, Chen L, Cazelles B, Yang J, Luo L, Jing Q, Yuan W, Pei Y, Sun Z, Yue T, Wan MP, Liu Q, Wang M, Tong S, Brownstein JS, Xu B. Corrigendum to "Surface water areas significantly impacted 2014 dengue outbreaks in Guangzhou, China" [Environ. Res. 150 (2016) 299-305]. Environ Res. 2017 04; 154:459-460. PMID: 28012555.
    Citations:    Fields:    
  52. Nsoesie EO, Flor L, Hawkins J, Maharana A, Skotnes T, Marinho F, Brownstein JS. Social Media as a Sentinel for Disease Surveillance: What Does Sociodemographic Status Have to Do with It? PLoS Curr. 2016 Dec 07; 8. PMID: 28123858.
    Citations: 6     
  53. MacFadden DR, Fisman D, Andre J, Ara Y, Majumder MS, Bogoch II, Daneman N, Wang A, Vavitsas M, Castellani L, Brownstein JS. A Platform for Monitoring Regional Antimicrobial Resistance, Using Online Data Sources: ResistanceOpen. J Infect Dis. 2016 12 01; 214(suppl_4):S393-S398. PMID: 28830108.
    Citations: 2     Fields:    Translation:Humans
  54. Powell GA, Zinszer K, Verma A, Bahk C, Madoff L, Brownstein J, Buckeridge D. Media content about vaccines in the United States and Canada, 2012-2014: An analysis using data from the Vaccine Sentimeter. Vaccine. 2016 12 07; 34(50):6229-6235. PMID: 27817958.
    Citations:    Fields:    Translation:HumansPHPublic Health
  55. Kluberg SA, Mekaru SR, McIver DJ, Madoff LC, Crawley AW, Smolinski MS, Brownstein JS. Global Capacity for Emerging Infectious Disease Detection, 1996-2014. Emerg Infect Dis. 2016 10; 22(10):E1-6. PMID: 27649306.
    Citations: 2     Fields:    Translation:HumansPHPublic Health
  56. Johansson MA, Reich NG, Hota A, Brownstein JS, Santillana M. Evaluating the performance of infectious disease forecasts: A comparison of climate-driven and seasonal dengue forecasts for Mexico. Sci Rep. 2016 Sep 26; 6:33707. PMID: 27665707.
    Citations: 8     Fields:    
  57. Majumder MS, Nguyen CM, Mekaru SR, Brownstein JS. Yellow fever vaccination coverage heterogeneities in Luanda province, Angola. Lancet Infect Dis. 2016 09; 16(9):993-995. PMID: 27684332.
    Citations: 1     Fields:    Translation:HumansPHPublic Health
  58. Bogoch II, Brady OJ, Kraemer MUG, German M, Creatore MI, Brent S, Watts AG, Hay SI, Kulkarni MA, Brownstein JS, Khan K. Potential for Zika virus introduction and transmission in resource-limited countries in Africa and the Asia-Pacific region: a modelling study. Lancet Infect Dis. 2016 Nov; 16(11):1237-1245. PMID: 27593584.
    Citations: 26     Fields:    Translation:HumansAnimalsCellsPHPublic Health
  59. McGinnis DP, Brownstein JS, Patel CJ. Environment-Wide Association Study of Blood Pressure in the National Health and Nutrition Examination Survey (1999-2012). Sci Rep. 2016 07 26; 6:30373. PMID: 27457472.
    Citations: 3     Fields:    Translation:HumansPHPublic Health
  60. Zhou S, Tian H, Wu X, Xu B, Yang J, Chan KKY, Huang S, Dong L, Brownstein J, Xu B. Genetic evidence for avian influenza H5N1 viral transmission along the Black Sea-Mediterranean Flyway. J Gen Virol. 2016 09; 97(9):2129-2134. PMID: 27443670.
    Citations:    Fields:    Translation:AnimalsCells
  61. Herrera JL, Srinivasan R, Brownstein JS, Galvani AP, Meyers LA. Disease Surveillance on Complex Social Networks. PLoS Comput Biol. 2016 07; 12(7):e1004928. PMID: 27415615.
    Citations: 4     Fields:    Translation:HumansPHPublic Health
  62. Tian H, Huang S, Zhou S, Bi P, Yang Z, Li X, Chen L, Cazelles B, Yang J, Luo L, Jing Q, Yuan W, Pei Y, Sun Z, Yue T, Kwan MP, Liu Q, Wang M, Tong S, Brownstein JS, Xu B. Surface water areas significantly impacted 2014 dengue outbreaks in Guangzhou, China. Environ Res. 2016 10; 150:299-305. PMID: 27336234.
    Citations: 4     Fields:    Translation:AnimalsPHPublic Health
  63. Majumder MS, Santillana M, Mekaru SR, McGinnis DP, Khan K, Brownstein JS. Utilizing Nontraditional Data Sources for Near Real-Time Estimation of Transmission Dynamics During the 2015-2016 Colombian Zika Virus Disease Outbreak. JMIR Public Health Surveill. 2016 Jun 01; 2(1):e30. PMID: 27251981.
    Citations: 13     
  64. Nsoesie EO, Kraemer MU, Golding N, Pigott DM, Brady OJ, Moyes CL, Johansson MA, Gething PW, Velayudhan R, Khan K, Hay SI, Brownstein JS. Global distribution and environmental suitability for chikungunya virus, 1952 to 2015. Euro Surveill. 2016 May 19; 21(20). PMID: 27239817.
    Citations: 18     Fields:    Translation:HumansAnimalsCellsPHPublic Health
  65. Wilder-Smith A, Cohn E, Lloyd DC, Tozan Y, Brownstein JS. Internet-based media coverage on dengue in Sri Lanka between 2007 and 2015. Glob Health Action. 2016; 9:31620. PMID: 27178645.
    Citations: 1     Fields:    Translation:HumansPHPublic Health
  66. Santillana M, Nguyen AT, Louie T, Zink A, Gray J, Sung I, Brownstein JS. Cloud-based Electronic Health Records for Real-time, Region-specific Influenza Surveillance. Sci Rep. 2016 05 11; 6:25732. PMID: 27165494.
    Citations: 8     Fields:    Translation:HumansPHPublic Health
  67. Powell GE, Seifert HA, Reblin T, Burstein PJ, Blowers J, Menius JA, Painter JL, Thomas M, Pierce CE, Rodriguez HW, Brownstein JS, Freifeld CC, Bell HG, Dasgupta N. Social Media Listening for Routine Post-Marketing Safety Surveillance. Drug Saf. 2016 May; 39(5):443-54. PMID: 26798054.
    Citations: 13     Fields:    Translation:Humans
  68. Messina JP, Kraemer MU, Brady OJ, Pigott DM, Shearer FM, Weiss DJ, Golding N, Ruktanonchai CW, Gething PW, Cohn E, Brownstein JS, Khan K, Tatem AJ, Jaenisch T, Murray CJ, Marinho F, Scott TW, Hay SI. Mapping global environmental suitability for Zika virus. Elife. 2016 04 19; 5. PMID: 27090089.
    Citations: 49     Fields:    Translation:HumansAnimalsCells
  69. Ndeffo-Mbah ML, Durham DP, Skrip LA, Nsoesie EO, Brownstein JS, Fish D, Galvani AP. Evaluating the effectiveness of localized control strategies to curtail chikungunya. Sci Rep. 2016 Apr 05; 6:23997. PMID: 27045523.
    Citations: 5     Fields:    Translation:HumansAnimalsCellsPHPublic Health
  70. Bahk CY, Cumming M, Paushter L, Madoff LC, Thomson A, Brownstein JS. Publicly Available Online Tool Facilitates Real-Time Monitoring Of Vaccine Conversations And Sentiments. Health Aff (Millwood). 2016 Feb; 35(2):341-7. PMID: 26858390.
    Citations: 7     Fields:    Translation:HumansPHPublic Health
  71. Bogoch II, Brady OJ, Kraemer MUG, German M, Creatore MI, Kulkarni MA, Brownstein JS, Mekaru SR, Hay SI, Groot E, Watts A, Khan K. Anticipating the international spread of Zika virus from Brazil. Lancet. 2016 Jan 23; 387(10016):335-336. PMID: 26777915.
    Citations: 75     Fields:    Translation:HumansAnimalsCellsPHPublic Health
  72. Paul MJ, Sarker A, Brownstein JS, Nikfarjam A, Scotch M, Smith KL, Gonzalez G. SOCIAL MEDIA MINING FOR PUBLIC HEALTH MONITORING AND SURVEILLANCE. Pac Symp Biocomput. 2016; 21:468-79. PMID: 26776210.
    Citations:    
  73. Wilder-Smith A, Cohn E, Lloyd DC, Tozan Y, Brownstein JS. Internet-based media coverage on dengue in Sri Lanka between 2007 and 2015. Glob Health Action. 2016 Jan; 9(1):31620. PMID: 28157006.
    Citations:    
  74. Dart RC, Surratt HL, Le Lait MC, Stivers Y, Bebarta VS, Freifeld CC, Brownstein JS, Burke JJ, Kurtz SP, Dasgupta N. Diversion and Illicit Sale of Extended Release Tapentadol in the United States. Pain Med. 2016 08; 17(8):1490-6. PMID: 26814267.
    Citations: 3     Fields:    Translation:Humans
  75. Brownstein JS, Huston JE, Steingold L, Joyce MV. On-demand delivery of influenza vaccination. Ann Intern Med. 2015 Nov 17; 163(10):806-7. PMID: 26571249.
    Citations: 2     Fields:    Translation:HumansPHPublic Health
  76. Majumder MS, Kluberg SA, Mekaru SR, Brownstein JS. Mortality Risk Factors for Middle East Respiratory Syndrome Outbreak, South Korea, 2015. Emerg Infect Dis. 2015 Nov; 21(11):2088-90. PMID: 26488869.
    Citations: 13     Fields:    Translation:HumansPHPublic Health
  77. Santillana M, Nguyen AT, Dredze M, Paul MJ, Nsoesie EO, Brownstein JS. Combining Search, Social Media, and Traditional Data Sources to Improve Influenza Surveillance. PLoS Comput Biol. 2015 Oct; 11(10):e1004513. PMID: 26513245.
    Citations: 34     Fields:    Translation:HumansPHPublic Health
  78. Althouse BM, Scarpino SV, Meyers LA, Ayers JW, Bargsten M, Baumbach J, Brownstein JS, Castro L, Clapham H, Cummings DA, Del Valle S, Eubank S, Fairchild G, Finelli L, Generous N, George D, Harper DR, Hébert-Dufresne L, Johansson MA, Konty K, Lipsitch M, Milinovich G, Miller JD, Nsoesie EO, Olson DR, Paul M, Polgreen PM, Priedhorsky R, Read JM, Rodríguez-Barraquer I, Smith DJ, Stefansen C, Swerdlow DL, Thompson D, Vespignani A, Wesolowski A. Enhancing disease surveillance with novel data streams: challenges and opportunities. EPJ Data Sci. 2015; 4. PMID: 27990325.
    Citations: 18     
  79. Hawkins JB, Brownstein JS, Tuli G, Runels T, Broecker K, Nsoesie EO, McIver DJ, Rozenblum R, Wright A, Bourgeois FT, Greaves F. Measuring patient-perceived quality of care in US hospitals using Twitter. BMJ Qual Saf. 2016 06; 25(6):404-13. PMID: 26464518.
    Citations: 14     Fields:    Translation:Humans
  80. McIver DJ, Grizales AM, Brownstein JS, Goldfine AB. Risk of Type 2 Diabetes Is Lower in US Adults Taking Chromium-Containing Supplements. J Nutr. 2015 Dec; 145(12):2675-82. PMID: 26446484.
    Citations: 2     Fields:    Translation:Humans
  81. Kesselheim AS, Campbell EG, Schneeweiss S, Rausch P, Lappin BM, Zhou EH, Seeger JD, Brownstein JS, Woloshin S, Schwartz LM, Toomey T, Dal Pan GJ, Avorn J. Erratum to: Methodological Approaches to Evaluate the Impact of FDA Drug Safety Communications. Drug Saf. 2015 Sep; 38(9):845. PMID: 26201399.
    Citations:    Fields:    
  82. Zinszer K, Morrison K, Anema A, Majumder MS, Brownstein JS. The velocity of Ebola spread in parts of west Africa. Lancet Infect Dis. 2015 Sep; 15(9):1005-1007. PMID: 26333328.
    Citations: 5     Fields:    Translation:HumansPHPublic Health
  83. Majumder MS, Huston JE, Brownstein JS. Vaccination Compliance and the US Measles Epidemic--Reply. JAMA Pediatr. 2015 Sep; 169(9):877-8. PMID: 26348860.
    Citations:    Fields:    Translation:HumansPHPublic Health
  84. Nsoesie EO, Ricketts RP, Brown HE, Fish D, Durham DP, Ndeffo Mbah ML, Christian T, Ahmed S, Marcellin C, Shelly E, Owers K, Wenzel N, Galvani AP, Brownstein JS. Spatial and Temporal Clustering of Chikungunya Virus Transmission in Dominica. PLoS Negl Trop Dis. 2015; 9(8):e0003977. PMID: 26274813.
    Citations: 1     Fields:    Translation:HumansCells
  85. Smolinski MS, Crawley AW, Baltrusaitis K, Chunara R, Olsen JM, Wójcik O, Santillana M, Nguyen A, Brownstein JS. Flu Near You: Crowdsourced Symptom Reporting Spanning 2 Influenza Seasons. Am J Public Health. 2015 Oct; 105(10):2124-30. PMID: 26270299.
    Citations: 21     Fields:    Translation:HumansPHPublic Health
  86. Bahk CY, Goshgarian M, Donahue K, Freifeld CC, Menone CM, Pierce CE, Rodriguez H, Brownstein JS, Furberg R, Dasgupta N. Increasing Patient Engagement in Pharmacovigilance Through Online Community Outreach and Mobile Reporting Applications: An Analysis of Adverse Event Reporting for the Essure Device in the US. Pharmaceut Med. 2015; 29(6):331-340. PMID: 26635479.
    Citations: 6     
  87. Olson SH, Benedum CM, Mekaru SR, Preston ND, Mazet JA, Joly DO, Brownstein JS. Drivers of Emerging Infectious Disease Events as a Framework for Digital Detection. Emerg Infect Dis. 2015 Aug; 21(8):1285-92. PMID: 26196106.
    Citations: 6     Fields:    Translation:HumansPHPublic Health
  88. Hoen AG, Hladish TJ, Eggo RM, Lenczner M, Brownstein JS, Meyers LA. Epidemic Wave Dynamics Attributable to Urban Community Structure: A Theoretical Characterization of Disease Transmission in a Large Network. J Med Internet Res. 2015 Jul 08; 17(7):e169. PMID: 26156032.
    Citations:    Fields:    Translation:HumansPHPublic Health
  89. Messina JP, Pigott DM, Golding N, Duda KA, Brownstein JS, Weiss DJ, Gibson H, Robinson TP, Gilbert M, William Wint GR, Nuttall PA, Gething PW, Myers MF, George DB, Hay SI. The global distribution of Crimean-Congo hemorrhagic fever. Trans R Soc Trop Med Hyg. 2015 Aug; 109(8):503-13. PMID: 26142451.
    Citations: 13     Fields:    Translation:HumansAnimalsCellsPHPublic Health
  90. MacFadden DR, Bogoch II, Brownstein JS, Daneman N, Fisman D, German M, Khan K. A passage from India: Association between air traffic and reported cases of New Delhi Metallo-beta-lactamase 1 from 2007 to 2012. Travel Med Infect Dis. 2015 Jul-Aug; 13(4):295-9. PMID: 26143595.
    Citations: 2     Fields:    Translation:HumansCells
  91. Zinszer K, Kigozi R, Charland K, Dorsey G, Brewer TF, Brownstein JS, Kamya MR, Buckeridge DL. Forecasting malaria in a highly endemic country using environmental and clinical predictors. Malar J. 2015 Jun 18; 14:245. PMID: 26081838.
    Citations: 5     Fields:    Translation:HumansPHPublic Health
  92. Patel NG, Rorres C, Joly DO, Brownstein JS, Boston R, Levy MZ, Smith G. Quantitative methods of identifying the key nodes in the illegal wildlife trade network. Proc Natl Acad Sci U S A. 2015 Jun 30; 112(26):7948-53. PMID: 26080413.
    Citations: 2     Fields:    Translation:Animals
  93. McIver DJ, Hawkins JB, Chunara R, Chatterjee AK, Bhandari A, Fitzgerald TP, Jain SH, Brownstein JS. Characterizing Sleep Issues Using Twitter. J Med Internet Res. 2015 Jun 08; 17(6):e140. PMID: 26054530.
    Citations: 11     Fields:    Translation:Humans
  94. Kesselheim AS, Campbell EG, Schneeweiss S, Rausch P, Lappin BM, Zhou EH, Seeger JD, Brownstein JS, Woloshin S, Schwartz LM, Toomey T, Dal Pan GJ, Avorn J. Methodological approaches to evaluate the impact of FDA drug safety communications. Drug Saf. 2015 Jun; 38(6):565-75. PMID: 25968811.
    Citations: 6     Fields:    Translation:Humans
  95. Goff J, Rowe A, Brownstein JS, Chunara R. Surveillance of Acute Respiratory Infections Using Community-Submitted Symptoms and Specimens for Molecular Diagnostic Testing. PLoS Curr. 2015 May 27; 7. PMID: 26075141.
    Citations: 6     
  96. Ahmed SS, Oviedo-Orta E, Mekaru SR, Freifeld CC, Tougas G, Brownstein JS. Surveillance for Neisseria meningitidis Disease Activity and Transmission Using Information Technology. PLoS One. 2015; 10(5):e0127406. PMID: 25992552.
    Citations: 1     Fields:    Translation:HumansCellsPHPublic Health
  97. Fast SM, Mekaru S, Brownstein JS, Postlethwaite TA, Markuzon N. The Role of Social Mobilization in Controlling Ebola Virus in Lofa County, Liberia. PLoS Curr. 2015 May 15; 7. PMID: 26075140.
    Citations: 8     
  98. Jain SH, Powers BW, Hawkins JB, Brownstein JS. The digital phenotype. Nat Biotechnol. 2015 May; 33(5):462-3. PMID: 25965751.
    Citations: 15     Fields:    Translation:Humans
  99. Majumder MS, Cohn EL, Mekaru SR, Huston JE, Brownstein JS. Substandard vaccination compliance and the 2015 measles outbreak. JAMA Pediatr. 2015 May; 169(5):494-5. PMID: 25774618.
    Citations: 27     Fields:    Translation:HumansPHPublic Health
  100. Majumder MS, Kluberg S, Santillana M, Mekaru S, Brownstein JS. 2014 ebola outbreak: media events track changes in observed reproductive number. PLoS Curr. 2015 Apr 28; 7. PMID: 25992303.
    Citations: 9     
  101. Huston JE, Mekaru SR, Kluberg S, Brownstein JS. Searching the Web for Influenza Vaccines: HealthMap Vaccine Finder. Am J Public Health. 2015 Aug; 105(8):e134-9. PMID: 25880945.
    Citations: 2     Fields:    Translation:Humans
  102. Messina JP, Pigott DM, Duda KA, Brownstein JS, Myers MF, George DB, Hay SI. A global compendium of human Crimean-Congo haemorrhagic fever virus occurrence. Sci Data. 2015; 2:150016. PMID: 25977820.
    Citations: 6     Fields:    Translation:HumansCells
  103. Chunara R, Goldstein E, Patterson-Lomba O, Brownstein JS. Estimating influenza attack rates in the United States using a participatory cohort. Sci Rep. 2015 Apr 02; 5:9540. PMID: 25835538.
    Citations: 10     Fields:    Translation:HumansPHPublic Health
  104. Bahk CY, Scales DA, Mekaru SR, Brownstein JS, Freifeld CC. Comparing timeliness, content, and disease severity of formal and informal source outbreak reporting. BMC Infect Dis. 2015 Mar 20; 15:135. PMID: 25887692.
    Citations: 5     Fields:    Translation:HumansPHPublic Health
  105. Feldstein LR, Brownstein JS, Brady OJ, Hay SI, Johansson MA. Dengue on islands: a Bayesian approach to understanding the global ecology of dengue viruses. Trans R Soc Trop Med Hyg. 2015 May; 109(5):303-12. PMID: 25771261.
    Citations: 6     Fields:    Translation:HumansAnimalsCellsPHPublic Health
  106. Nsoesie EO, Butler P, Ramakrishnan N, Mekaru SR, Brownstein JS. Monitoring disease trends using hospital traffic data from high resolution satellite imagery: a feasibility study. Sci Rep. 2015 Mar 13; 5:9112. PMID: 25765943.
    Citations: 2     Fields:    Translation:HumansPHPublic Health
  107. Nsoesie EO, Brownstein JS. Computational approaches to influenza surveillance: beyond timeliness. Cell Host Microbe. 2015 Mar 11; 17(3):275-278. PMID: 25766284.
    Citations: 6     Fields:    Translation:Humans
  108. Vayena E, Salathé M, Madoff LC, Brownstein JS. Ethical challenges of big data in public health. PLoS Comput Biol. 2015 Feb; 11(2):e1003904. PMID: 25664461.
    Citations: 30     Fields:    Translation:HumansPHPublic Health
  109. Nsoesie EO, Kluberg SA, Mekaru SR, Majumder MS, Khan K, Hay SI, Brownstein JS. New digital technologies for the surveillance of infectious diseases at mass gathering events. Clin Microbiol Infect. 2015 Feb; 21(2):134-40. PMID: 25636385.
    Citations: 3     Fields:    Translation:HumansPHPublic Health
  110. Milinovich GJ, Avril SM, Clements AC, Brownstein JS, Tong S, Hu W. Using internet search queries for infectious disease surveillance: screening diseases for suitability. BMC Infect Dis. 2014 Dec 31; 14:690. PMID: 25551277.
    Citations: 10     Fields:    Translation:HumansPHPublic Health
  111. McAlarnen L, Smith K, Brownstein JS, Jerde C. Internet and free press are associated with reduced lags in global outbreak reporting. PLoS Curr. 2014 Oct 30; 6. PMID: 25642380.
    Citations: 1     
  112. Bogoch II, Creatore MI, Cetron MS, Brownstein JS, Pesik N, Miniota J, Tam T, Hu W, Nicolucci A, Ahmed S, Yoon JW, Berry I, Hay SI, Anema A, Tatem AJ, MacFadden D, German M, Khan K. Assessment of the potential for international dissemination of Ebola virus via commercial air travel during the 2014 west African outbreak. Lancet. 2015 Jan 03; 385(9962):29-35. PMID: 25458732.
    Citations: 29     Fields:    Translation:HumansCellsPHPublic Health
  113. Nagar R, Yuan Q, Freifeld CC, Santillana M, Nojima A, Chunara R, Brownstein JS. A case study of the New York City 2012-2013 influenza season with daily geocoded Twitter data from temporal and spatiotemporal perspectives. J Med Internet Res. 2014 Oct 20; 16(10):e236. PMID: 25331122.
    Citations: 19     Fields:    Translation:HumansPHPublic Health
  114. Anema A, Kluberg S, Wilson K, Hogg RS, Khan K, Hay SI, Tatem AJ, Brownstein JS. Digital surveillance for enhanced detection and response to outbreaks. Lancet Infect Dis. 2014 Nov; 14(11):1035-1037. PMID: 25444397.
    Citations: 8     Fields:    Translation:HumansPHPublic Health
  115. Schwind JS, Wolking DJ, Brownstein JS, Mazet JA, Smith WA. Evaluation of local media surveillance for improved disease recognition and monitoring in global hotspot regions. PLoS One. 2014; 9(10):e110236. PMID: 25333618.
    Citations: 5     Fields:    Translation:HumansPHPublic Health
  116. Pigott DM, Golding N, Messina JP, Battle KE, Duda KA, Balard Y, Bastien P, Pratlong F, Brownstein JS, Freifeld CC, Mekaru SR, Madoff LC, George DB, Myers MF, Hay SI. Global database of leishmaniasis occurrence locations, 1960-2012. Sci Data. 2014; 1:140036. PMID: 25984344.
    Citations: 6     Fields:    Translation:HumansPHPublic Health
  117. Pigott DM, Golding N, Mylne A, Huang Z, Henry AJ, Weiss DJ, Brady OJ, Kraemer MU, Smith DL, Moyes CL, Bhatt S, Gething PW, Horby PW, Bogoch II, Brownstein JS, Mekaru SR, Tatem AJ, Khan K, Hay SI. Mapping the zoonotic niche of Ebola virus disease in Africa. Elife. 2014 Sep 08; 3:e04395. PMID: 25201877.
    Citations: 70     Fields:    Translation:HumansAnimalsCellsPHPublic Health
  118. Santillana M, Nsoesie EO, Mekaru SR, Scales D, Brownstein JS. Using clinicians' search query data to monitor influenza epidemics. Clin Infect Dis. 2014 Nov 15; 59(10):1446-50. PMID: 25115873.
    Citations: 15     Fields:    Translation:HumansPHPublic Health
  119. Nsoesie EO, Kluberg SA, Brownstein JS. Online reports of foodborne illness capture foods implicated in official foodborne outbreak reports. Prev Med. 2014 Oct; 67:264-9. PMID: 25124281.
    Citations: 10     Fields:    Translation:HumansPHPublic Health
  120. Mekaru SR, Brownstein JS. One Health in social networks and social media. Rev Sci Tech. 2014 Aug; 33(2):629-37. PMID: 25707189.
    Citations:    Fields:    Translation:HumansAnimalsPHPublic Health
  121. Freifeld CC, Brownstein JS, Menone CM, Bao W, Filice R, Kass-Hout T, Dasgupta N. Erratum to: Digital Drug Safety Surveillance: Monitoring Pharmaceutical Products in Twitter. Drug Saf. 2014 Jul; 37(7):555. PMID: 24859165.
    Citations:    
  122. Pigott DM, Bhatt S, Golding N, Duda KA, Battle KE, Brady OJ, Messina JP, Balard Y, Bastien P, Pratlong F, Brownstein JS, Freifeld CC, Mekaru SR, Gething PW, George DB, Myers MF, Reithinger R, Hay SI. Global distribution maps of the leishmaniases. Elife. 2014 Jun 27; 3. PMID: 24972829.
    Citations: 25     Fields:    Translation:HumansAnimalsPHPublic Health
  123. Wójcik OP, Brownstein JS, Chunara R, Johansson MA. Public health for the people: participatory infectious disease surveillance in the digital age. Emerg Themes Epidemiol. 2014; 11:7. PMID: 24991229.
    Citations: 21     
  124. Khan K, Bogoch I, Brownstein JS, Miniota J, Nicolucci A, Hu W, Nsoesie EO, Cetron M, Creatore MI, German M, Wilder-Smith A. Assessing the origin of and potential for international spread of chikungunya virus from the Caribbean. PLoS Curr. 2014 Jun 06; 6. PMID: 24944846.
    Citations: 20     
  125. Lau EH, Zheng J, Tsang TK, Liao Q, Lewis B, Brownstein JS, Sanders S, Wong JY, Mekaru SR, Rivers C, Wu P, Jiang H, Li Y, Yu J, Zhang Q, Chang Z, Liu F, Peng Z, Leung GM, Feng L, Cowling BJ, Yu H. Accuracy of epidemiological inferences based on publicly available information: retrospective comparative analysis of line lists of human cases infected with influenza A(H7N9) in China. BMC Med. 2014 May 28; 12:88. PMID: 24885692.
    Citations: 6     Fields:    Translation:HumansAnimalsCellsPHPublic Health
  126. Messina JP, Brady OJ, Pigott DM, Brownstein JS, Hoen AG, Hay SI. A global compendium of human dengue virus occurrence. Sci Data. 2014; 1:140004. PMID: 25977762.
    Citations: 15     Fields:    Translation:HumansAnimalsCellsPHPublic Health
  127. Scales D, Brownstein JS, Khan K, Cetron MS. Toward a county-level map of tuberculosis rates in the U.S. Am J Prev Med. 2014 May; 46(5):e49-51. PMID: 24745646.
    Citations:    Fields:    Translation:HumansPHPublic Health
  128. Freifeld CC, Brownstein JS, Menone CM, Bao W, Filice R, Kass-Hout T, Dasgupta N. Digital drug safety surveillance: monitoring pharmaceutical products in twitter. Drug Saf. 2014 May; 37(5):343-50. PMID: 24777653.
    Citations: 54     Fields:    Translation:Humans
  129. Nsoesie EO, Mekaru SR, Ramakrishnan N, Marathe MV, Brownstein JS. Modeling to predict cases of hantavirus pulmonary syndrome in Chile. PLoS Negl Trop Dis. 2014 Apr; 8(4):e2779. PMID: 24763320.
    Citations: 4     Fields:    Translation:Humans
  130. McIver DJ, Brownstein JS. Wikipedia usage estimates prevalence of influenza-like illness in the United States in near real-time. PLoS Comput Biol. 2014 Apr; 10(4):e1003581. PMID: 24743682.
    Citations: 37     Fields:    Translation:Humans
  131. Barboza P, Vaillant L, Le Strat Y, Hartley DM, Nelson NP, Mawudeku A, Madoff LC, Linge JP, Collier N, Brownstein JS, Astagneau P. Factors influencing performance of internet-based biosurveillance systems used in epidemic intelligence for early detection of infectious diseases outbreaks. PLoS One. 2014; 9(3):e90536. PMID: 24599062.
    Citations: 8     Fields:    Translation:HumansPHPublic Health
  132. Gluskin RT, Johansson MA, Santillana M, Brownstein JS. Evaluation of Internet-based dengue query data: Google Dengue Trends. PLoS Negl Trop Dis. 2014 Feb; 8(2):e2713. PMID: 24587465.
    Citations: 18     Fields:    Translation:HumansPHPublic Health
  133. Nsoesie EO, Buckeridge DL, Brownstein JS. Guess who's not coming to dinner? Evaluating online restaurant reservations for disease surveillance. J Med Internet Res. 2014 Jan 22; 16(1):e22. PMID: 24451921.
    Citations: 9     Fields:    Translation:HumansPHPublic Health
  134. Charland KM, de Montigny L, Brownstein JS, Buckeridge DL. Clinic accessibility and clinic-level predictors of the geographic variation in 2009 pandemic influenza vaccine coverage in Montreal, Canada. Influenza Other Respir Viruses. 2014 May; 8(3):317-28. PMID: 24382000.
    Citations: 1     Fields:    Translation:HumansCellsPHPublic Health
  135. Nsoesie EO, Brownstein JS, Ramakrishnan N, Marathe MV. A systematic review of studies on forecasting the dynamics of influenza outbreaks. Influenza Other Respir Viruses. 2014 May; 8(3):309-16. PMID: 24373466.
    Citations: 24     Fields:    Translation:HumansPHPublic Health
  136. Bennett KJ, Olsen JM, Harris S, Mekaru S, Livinski AA, Brownstein JS. The perfect storm of information: combining traditional and non-traditional data sources for public health situational awareness during hurricane response. PLoS Curr. 2013 12 16; 5. PMID: 24459610.
    Citations: 2     
  137. Scales D, Zelenev A, Brownstein JS. Quantifying the effect of media limitations on outbreak data in a global online web-crawling epidemic intelligence system, 2008-2011. Emerg Health Threats J. 2013 Nov 08; 6:21621. PMID: 24206612.
    Citations: 4     Fields:    Translation:HumansCellsPHPublic Health
  138. Ocampo AJ, Chunara R, Brownstein JS. Using search queries for malaria surveillance, Thailand. Malar J. 2013 Nov 04; 12:390. PMID: 24188069.
    Citations: 10     Fields:    Translation:Humans
  139. de Montigny L, Charland K, Verma A, Brownstein JS, Le Guerrier P, Buckeridge DL. Predictors of the timing of vaccination uptake: The 2009 influenza pandemic (H1N1) in Montreal. Am J Prev Med. 2013 Nov; 45(5):622-8. PMID: 24139776.
    Citations:    Fields:    Translation:HumansCellsPHPublic Health
  140. Dasgupta N, Freifeld C, Brownstein JS, Menone CM, Surratt HL, Poppish L, Green JL, Lavonas EJ, Dart RC. Crowdsourcing black market prices for prescription opioids. J Med Internet Res. 2013 Aug 16; 15(8):e178. PMID: 23956042.
    Citations: 8     Fields:    
  141. Chunara R, Smolinski MS, Brownstein JS. Why we need crowdsourced data in infectious disease surveillance. Curr Infect Dis Rep. 2013 Aug; 15(4):316-9. PMID: 23689991.
    Citations: 5     
  142. Khan K, Sears J, Hu VW, Brownstein JS, Hay S, Kossowsky D, Eckhardt R, Chim T, Berry I, Bogoch I, Cetron M. Potential for the international spread of middle East respiratory syndrome in association with mass gatherings in saudi arabia. PLoS Curr. 2013 Jul 17; 5. PMID: 23884087.
    Citations: 20     
  143. Salathé M, Freifeld CC, Mekaru SR, Tomasulo AF, Brownstein JS. Influenza A (H7N9) and the importance of digital epidemiology. N Engl J Med. 2013 Aug 01; 369(5):401-4. PMID: 23822655.
    Citations: 38     Fields:    Translation:HumansAnimalsCellsPHPublic Health
  144. Cassa CA, Chunara R, Mandl K, Brownstein JS. Twitter as a sentinel in emergency situations: lessons from the Boston marathon explosions. PLoS Curr. 2013 Jul 02; 5. PMID: 23852273.
    Citations: 11     
  145. Leder K, Torresi J, Brownstein JS, Wilson ME, Keystone JS, Barnett E, Schwartz E, Schlagenhauf P, Wilder-Smith A, Castelli F, von Sonnenburg F, Freedman DO, Cheng AC. Travel-associated illness trends and clusters, 2000-2010. Emerg Infect Dis. 2013 Jul; 19(7):1049-73. PMID: 23763775.
    Citations: 18     Fields:    Translation:HumansPHPublic Health
  146. Nsoesie E, Mararthe M, Brownstein J. Forecasting peaks of seasonal influenza epidemics. PLoS Curr. 2013 Jun 21; 5. PMID: 23873050.
    Citations: 16     
  147. Hartley DM, Nelson NP, Arthur RR, Barboza P, Collier N, Lightfoot N, Linge JP, van der Goot E, Mawudeku A, Madoff LC, Vaillant L, Walters R, Yangarber R, Mantero J, Corley CD, Brownstein JS. An overview of internet biosurveillance. Clin Microbiol Infect. 2013 Nov; 19(11):1006-13. PMID: 23789639.
    Citations: 18     Fields:    Translation:HumansPHPublic Health
  148. Burghardt LC, Ayers JW, Brownstein JS, Bronstein AC, Ewald MB, Bourgeois FT. Adult prescription drug use and pediatric medication exposures and poisonings. Pediatrics. 2013 Jul; 132(1):18-27. PMID: 23733792.
    Citations: 12     Fields:    Translation:Humans
  149. Yuan Q, Nsoesie EO, Lv B, Peng G, Chunara R, Brownstein JS. Monitoring influenza epidemics in china with search query from baidu. PLoS One. 2013; 8(5):e64323. PMID: 23750192.
    Citations: 31     Fields:    Translation:HumansPHPublic Health
  150. Larson HJ, Smith DM, Paterson P, Cumming M, Eckersberger E, Freifeld CC, Ghinai I, Jarrett C, Paushter L, Brownstein JS, Madoff LC. Measuring vaccine confidence: analysis of data obtained by a media surveillance system used to analyse public concerns about vaccines. Lancet Infect Dis. 2013 Jul; 13(7):606-13. PMID: 23676442.
    Citations: 31     Fields:    Translation:HumansPHPublic Health
  151. Chunara R, Bouton L, Ayers JW, Brownstein JS. Assessing the online social environment for surveillance of obesity prevalence. PLoS One. 2013; 8(4):e61373. PMID: 23637820.
    Citations: 17     Fields:    Translation:HumansPHPublic Health
  152. Bhatt S, Gething PW, Brady OJ, Messina JP, Farlow AW, Moyes CL, Drake JM, Brownstein JS, Hoen AG, Sankoh O, Myers MF, George DB, Jaenisch T, Wint GR, Simmons CP, Scott TW, Farrar JJ, Hay SI. The global distribution and burden of dengue. Nature. 2013 Apr 25; 496(7446):504-7. PMID: 23563266.
    Citations: 1291     Fields:    Translation:HumansCellsPHPublic Health
  153. Hay SI, George DB, Moyes CL, Brownstein JS. Big data opportunities for global infectious disease surveillance. PLoS Med. 2013; 10(4):e1001413. PMID: 23565065.
    Citations: 28     Fields: