Use of social media to assess the impact of equitable state policies on LGBTQ patient experiences: An exploratory study.
Hswen Y, Zhang A, Sewalk K, Tuli G, Brownstein JS, Hawkins JB

The effect of human mobility and control measures on the COVID-19 epidemic in China.
Kraemer MUG, Yang CH, Gutierrez B, Wu CH, Klein B, Pigott DM, Open COVID-19 Data Working Group, du Plessis L, Faria NR, Li R, Hanage WP, Brownstein JS, Layan M, Vespignani A, Tian H, Dye C, Pybus OG, Scarpino SV

Epidemiological data from the COVID-19 outbreak, real-time case information.
Xu B, Gutierrez B, Mekaru S, Sewalk K, Goodwin L, Loskill A, Cohn EL, Hswen Y, Hill SC, Cobo MM, Zarebski AE, Li S, Wu CH, Hulland E, Morgan JD, Wang L, O'Brien K, Scarpino SV, Brownstein JS, Pybus OG, Pigott DM, Kraemer MUG

Seven pillars of precision digital health and medicine.
Shaban-Nejad A, Michalowski M, Peek N, Brownstein JS, Buckeridge DL

Lymelight: forecasting Lyme disease risk using web search data.
Sadilek A, Hswen Y, Bavadekar S, Shekel T, Brownstein JS, Gabrilovich E

Interest in Tobacco Treatment Delivered During Rideshare Travel.
Shuter J, Yang A, Kim RS, Brownstein JS

Real-Time Digital Surveillance of Vaping-Induced Pulmonary Disease.
Hswen Y, Brownstein JS

Real-time Epidemic Forecasting: Challenges and Opportunities.
Desai AN, Kraemer MUG, Bhatia S, Cori A, Nouvellet P, Herringer M, Cohn EL, Carrion M, Brownstein JS, Madoff LC, Lassmann B

Publisher Correction: Past and future spread of the arbovirus vectors Aedes aegypti and Aedes albopictus.
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,...

Utilizing general human movement models to predict the spread of emerging infectious diseases in resource poor settings.
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

Publisher Correction: Past and future spread of the arbovirus vectors Aedes aegypti and Aedes albopictus.
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,...

Past and future spread of the arbovirus vectors Aedes aegypti and Aedes albopictus.
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...

Passenger or Patient? The Automobile: A New Frontier in Health Promotion.
Shuter J, Rosander C, Kim RS, Brownstein JS

Using Twitter to Detect Psychological Characteristics of Self-Identified Persons With Autism Spectrum Disorder: A Feasibility Study.
Hswen Y, Gopaluni A, Brownstein JS, Hawkins JB

Feasibility of using social media to monitor outdoor air pollution in London, England.
Hswen Y, Qin Q, Brownstein JS, Hawkins JB

The distribution of antibiotic use and its association with antibiotic resistance.
Olesen SW, Barnett ML, MacFadden DR, Brownstein JS, Hernández-Diaz S, Lipsitch M, Grad YH

Monitoring Online Discussions About Suicide Among Twitter Users With Schizophrenia: Exploratory Study.
Hswen Y, Naslund JA, Brownstein JS, Hawkins JB

Estimation of Pneumonic Plague Transmission in Madagascar, August-November 2017.
Majumder MS, Cohn EL, Santillana M, Brownstein JS

Antibiotic Resistance Increases with Local Temperature.
MacFadden DR, McGough SF, Fisman D, Santillana M, Brownstein JS

Using Twitter to Examine Web-Based Patient Experience Sentiments in the United States: Longitudinal Study.
Sewalk KC, Tuli G, Hswen Y, Brownstein JS, Hawkins JB

What to know before forecasting the flu.
Chakraborty P, Lewis B, Eubank S, Brownstein JS, Marathe M, Ramakrishnan N

Investigating inequities in hospital care among lesbian, gay, bisexual, and transgender (LGBT) individuals using social media.
Hswen Y, Sewalk KC, Alsentzer E, Tuli G, Brownstein JS, Hawkins JB

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.
Baltrusaitis K, Brownstein JS, Scarpino SV, Bakota E, Crawley AW, Conidi G, Gunn J, Gray J, Zink A, Santillana M

Using Smartphone Crowdsourcing to Redefine Normal and Febrile Temperatures in Adults: Results from the Feverprints Study.
Hausmann JS, Berna R, Gujral N, Ayubi S, Hawkins J, Brownstein JS, Dedeoglu F

Evaluation of the EpiCore outbreak verification system.
Lorthe TS, Pollack MP, Lassmann B, Brownstein JS, Cohn E, Divi N, Herrera-Guibert DJ, Olsen J, Smolinski MS, Madoff LC

Evaluating the Implementation of a Twitter-Based Foodborne Illness Reporting Tool in the City of St. Louis Department of Health.
Harris JK, Hinyard L, Beatty K, Hawkins JB, Nsoesie EO, Mansour R, Brownstein JS

Policy implications of big data in the health sector.
Vayena E, Dzenowagis J, Brownstein JS, Sheikh A

Online Communication about Depression and Anxiety among Twitter Users with Schizophrenia: Preliminary Findings to Inform a Digital Phenotype Using Social Media.
Hswen Y, Naslund JA, Brownstein JS, Hawkins JB

Social Media Impact of the Food and Drug Administration's Drug Safety Communication Messaging About Zolpidem: Mixed-Methods Analysis.
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

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

Evaluating the Relationship Between Hospital Antibiotic Use and Antibiotic Resistance in Common Nosocomial Pathogens.
Wang A, Daneman N, Tan C, Brownstein JS, MacFadden DR

Nosocomial amplification of MERS-coronavirus in South Korea, 2015.
Majumder MS, Brownstein JS, Finkelstein SN, Larson RC, Bourouiba L

County-level assessment of United States kindergarten vaccination rates for measles mumps rubella (MMR) for the 2014-2015 school year.
Kluberg SA, McGinnis DP, Hswen Y, Majumder MS, Santillana M, Brownstein JS

Online surveillance of media health event reporting in Nepal: digital disease detection from a One Health perspective.
Schwind JS, Norman SA, Karmacharya D, Wolking DJ, Dixit SM, Rajbhandari RM, Mekaru SR, Brownstein JS

Exploring online communication about cigarette smoking among Twitter users who self-identify as having schizophrenia.
Hswen Y, Naslund JA, Chandrashekar P, Siegel R, Brownstein JS, Hawkins JB

A Platform for Monitoring Regional Antimicrobial Resistance, Using Online Data Sources: ResistanceOpen.
MacFadden DR, Fisman D, Andre J, Ara Y, Majumder MS, Bogoch II, Daneman N, Wang A, Vavitsas M, Castellani L, Brownstein JS

Advances in using Internet searches to track dengue.
Yang S, Kou SC, Lu F, Brownstein JS, Brooke N, Santillana M

Severe Fever with Thrombocytopenia Syndrome Virus in Humans, Domesticated Animals, Ticks, and Mosquitoes, Shaanxi Province, China.
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

Disparities in digital reporting of illness: A demographic and socioeconomic assessment.
Henly S, Tuli G, Kluberg S, Hawkins JB, Nguyen Q, Anema A, Maharana A, Brownstein JS, Nsoesie EO

Use of a Digital Health Application for Influenza Surveillance in China.
Hswen Y, Brownstein JS, Liu J, Hawkins JB

Using electronic health records and Internet search information for accurate influenza forecasting.
Yang S, Santillana M, Brownstein JS, Gray J, Richardson S, Kou SC

Spatial Determinants of Ebola Virus Disease Risk for the West African Epidemic.
Zinszer K, Morrison K, Verma A, Brownstein JS

Determinants of Participants' Follow-Up and Characterization of Representativeness in Flu Near You, A Participatory Disease Surveillance System.
Baltrusaitis K, Santillana M, Crawley AW, Chunara R, Smolinski M, Brownstein JS

Vaccine compliance and the 2016 Arkansas mumps outbreak.
Majumder MS, Nguyen CM, Cohn EL, Hswen Y, Mekaru SR, Brownstein JS

Using Twitter to Identify and Respond to Food Poisoning: The Food Safety STL Project.
Harris JK, Hawkins JB, Nguyen L, Nsoesie EO, Tuli G, Mansour R, Brownstein JS

Internet-based media coverage on dengue in Sri Lanka between 2007 and 2015.
Wilder-Smith A, Cohn E, Lloyd DC, Tozan Y, Brownstein JS

Social Media as a Sentinel for Disease Surveillance: What Does Sociodemographic Status Have to Do with It?
Nsoesie EO, Flor L, Hawkins J, Maharana A, Skotnes T, Marinho F, Brownstein JS

Temporal Topic Modeling to Assess Associations between News Trends and Infectious Disease Outbreaks.
Ghosh S, Chakraborty P, Nsoesie EO, Cohn E, Mekaru SR, Brownstein JS, Ramakrishnan N

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

Case characteristics among Middle East respiratory syndrome coronavirus outbreak and non-outbreak cases in Saudi Arabia from 2012 to 2015.
Alhamlan FS, Majumder MS, Brownstein JS, Hawkins J, Al-Abdely HM, Alzahrani A, Obaid DA, Al-Ahdal MN, BinSaeed A

Evaluation of Facebook and Twitter Monitoring to Detect Safety Signals for Medical Products: An Analysis of Recent FDA Safety Alerts.
Pierce CE, Bouri K, Pamer C, Proestel S, Rodriguez HW, Van Le H, Freifeld CC, Brownstein JS, Walderhaug M, Edwards IR, Dasgupta N

Spread of yellow fever virus outbreak in Angola and the Democratic Republic of the Congo 2015-16: a modelling study.
Kraemer MU, Faria NR, Reiner RC, Golding N, Nikolay B, Stasse S, Johansson MA, Salje H, Faye O, Wint GR, Niedrig M, Shearer FM, Hill SC, Thompson RN, Bisanzio D, Taveira N, Nax HH, Pradelski BS, Nsoesie EO, Murphy NR, Bogoch II, Khan K, Brownstein JS,...

Corrigendum to "Surface water areas significantly impacted 2014 dengue outbreaks in Guangzhou, China" [Environ. Res. 150 (2016) 299-305].
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

Yellow fever vaccination coverage heterogeneities in Luanda province, Angola.
Majumder MS, Nguyen CM, Mekaru SR, Brownstein JS

Evaluating the performance of infectious disease forecasts: A comparison of climate-driven and seasonal dengue forecasts for Mexico.
Johansson MA, Reich NG, Hota A, Brownstein JS, Santillana M

Global Capacity for Emerging Infectious Disease Detection, 1996-2014.
Kluberg SA, Mekaru SR, McIver DJ, Madoff LC, Crawley AW, Smolinski MS, Brownstein JS

Reconstruction of Zika Virus Introduction in Brazil.
Zinszer K, Morrison K, Brownstein JS, Marinho F, Santos AF, Nsoesie EO

Potential for Zika virus introduction and transmission in resource-limited countries in Africa and the Asia-Pacific region: a modelling study.
Bogoch II, Brady OJ, Kraemer MU, German M, Creatore MI, Brent S, Watts AG, Hay SI, Kulkarni MA, Brownstein JS, Khan K

Environment-Wide Association Study of Blood Pressure in the National Health and Nutrition Examination Survey (1999-2012).
McGinnis DP, Brownstein JS, Patel CJ

Disease Surveillance on Complex Social Networks.
Herrera JL, Srinivasan R, Brownstein JS, Galvani AP, Meyers LA

Surface water areas significantly impacted 2014 dengue outbreaks in Guangzhou, China.
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

Utilizing Nontraditional Data Sources for Near Real-Time Estimation of Transmission Dynamics During the 2015-2016 Colombian Zika Virus Disease Outbreak.
Majumder MS, Santillana M, Mekaru SR, McGinnis DP, Khan K, Brownstein JS

Global distribution and environmental suitability for chikungunya virus, 1952 to 2015.
Nsoesie EO, Kraemer MU, Golding N, Pigott DM, Brady OJ, Moyes CL, Johansson MA, Gething PW, Velayudhan R, Khan K, Hay SI, Brownstein JS

Internet-based media coverage on dengue in Sri Lanka between 2007 and 2015.
Wilder-Smith A, Cohn E, Lloyd DC, Tozan Y, Brownstein JS

Cloud-based Electronic Health Records for Real-time, Region-specific Influenza Surveillance.
Santillana M, Nguyen AT, Louie T, Zink A, Gray J, Sung I, Brownstein JS

Mapping global environmental suitability for Zika virus.
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

Evaluating the effectiveness of localized control strategies to curtail chikungunya.
Ndeffo-Mbah ML, Durham DP, Skrip LA, Nsoesie EO, Brownstein JS, Fish D, Galvani AP

Publicly Available Online Tool Facilitates Real-Time Monitoring Of Vaccine Conversations And Sentiments.
Bahk CY, Cumming M, Paushter L, Madoff LC, Thomson A, Brownstein JS

Diversion and Illicit Sale of Extended Release Tapentadol in the United States.
Dart RC, Surratt HL, Le Lait MC, Stivers Y, Bebarta VS, Freifeld CC, Brownstein JS, Burke JJ, Kurtz SP, Dasgupta N

Social Media Listening for Routine Post-Marketing Safety Surveillance.
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

Anticipating the international spread of Zika virus from Brazil.
Bogoch II, Brady OJ, Kraemer MU, German M, Creatore MI, Kulkarni MA, Brownstein JS, Mekaru SR, Hay SI, Groot E, Watts A, Khan K

SOCIAL MEDIA MINING FOR PUBLIC HEALTH MONITORING AND SURVEILLANCE.
Paul MJ, Sarker A, Brownstein JS, Nikfarjam A, Scotch M, Smith KL, Gonzalez G

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.
Bahk CY, Goshgarian M, Donahue K, Freifeld CC, Menone CM, Pierce CE, Rodriguez H, Brownstein JS, Furberg R, Dasgupta N

On-Demand Delivery of Influenza Vaccination.
Brownstein JS, Huston JE, Steingold L, Joyce MV

Combining Search, Social Media, and Traditional Data Sources to Improve Influenza Surveillance.
Santillana M, Nguyen AT, Dredze M, Paul MJ, Nsoesie EO, Brownstein JS

Mortality Risk Factors for Middle East Respiratory Syndrome Outbreak, South Korea, 2015.
Majumder MS, Kluberg SA, Mekaru SR, Brownstein JS

Measuring patient-perceived quality of care in US hospitals using Twitter.
Hawkins JB, Brownstein JS, Tuli G, Runels T, Broecker K, Nsoesie EO, McIver DJ, Rozenblum R, Wright A, Bourgeois FT, Greaves F

Risk of Type 2 Diabetes Is Lower in US Adults Taking Chromium-Containing Supplements.
McIver DJ, Grizales AM, Brownstein JS, Goldfine AB

Vaccination Compliance and the US Measles Epidemic-Reply.
Majumder MS, Huston JE, Brownstein JS

The velocity of Ebola spread in parts of west Africa.
Zinszer K, Morrison K, Anema A, Majumder MS, Brownstein JS

Spatial and Temporal Clustering of Chikungunya Virus Transmission in Dominica.
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

Flu Near You: Crowdsourced Symptom Reporting Spanning 2 Influenza Seasons.
Smolinski MS, Crawley AW, Baltrusaitis K, Chunara R, Olsen JM, Wójcik O, Santillana M, Nguyen A, Brownstein JS

Erratum to: Methodological Approaches to Evaluate the Impact of FDA Drug Safety Communications.
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

Drivers of Emerging Infectious Disease Events as a Framework for Digital Detection.
Olson SH, Benedum CM, Mekaru SR, Preston ND, Mazet JA, Joly DO, Brownstein JS

Epidemic Wave Dynamics Attributable to Urban Community Structure: A Theoretical Characterization of Disease Transmission in a Large Network.
Hoen AG, Hladish TJ, Eggo RM, Lenczner M, Brownstein JS, Meyers LA

A passage from India: Association between air traffic and reported cases of New Delhi Metallo-beta-lactamase 1 from 2007 to 2012.
MacFadden DR, Bogoch II, Brownstein JS, Daneman N, Fisman D, German M, Khan K

The global distribution of Crimean-Congo hemorrhagic fever.
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

Forecasting malaria in a highly endemic country using environmental and clinical predictors.
Zinszer K, Kigozi R, Charland K, Dorsey G, Brewer TF, Brownstein JS, Kamya MR, Buckeridge DL

Quantitative methods of identifying the key nodes in the illegal wildlife trade network.
Patel NG, Rorres C, Joly DO, Brownstein JS, Boston R, Levy MZ, Smith G

Surveillance of Acute Respiratory Infections Using Community-Submitted Symptoms and Specimens for Molecular Diagnostic Testing.
Goff J, Rowe A, Brownstein JS, Chunara R

The Role of Social Mobilization in Controlling Ebola Virus in Lofa County, Liberia.
Fast SM, Mekaru S, Brownstein JS, Postlethwaite TA, Markuzon N

Characterizing Sleep Issues Using Twitter.
McIver DJ, Hawkins JB, Chunara R, Chatterjee AK, Bhandari A, Fitzgerald TP, Jain SH, Brownstein JS

Surveillance for Neisseria meningitidis Disease Activity and Transmission Using Information Technology.
Ahmed SS, Oviedo-Orta E, Mekaru SR, Freifeld CC, Tougas G, Brownstein JS

2014 ebola outbreak: media events track changes in observed reproductive number.
Majumder MS, Kluberg S, Santillana M, Mekaru S, Brownstein JS

A global compendium of human Crimean-Congo haemorrhagic fever virus occurrence.
Messina JP, Pigott DM, Duda KA, Brownstein JS, Myers MF, George DB, Hay SI

Methodological Approaches to Evaluate the Impact of FDA Drug Safety Communications.
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

The digital phenotype.
Jain SH, Powers BW, Hawkins JB, Brownstein JS

Comparing timeliness, content, and disease severity of formal and informal source outbreak reporting.
Bahk CY, Scales DA, Mekaru SR, Brownstein JS, Freifeld CC

Searching the Web for Influenza Vaccines: HealthMap Vaccine Finder.
Huston JE, Mekaru SR, Kluberg S, Brownstein JS

Estimating influenza attack rates in the United States using a participatory cohort.
Chunara R, Goldstein E, Patterson-Lomba O, Brownstein JS

Substandard Vaccination Compliance and the 2015 Measles Outbreak.
Majumder MS, Cohn EL, Mekaru SR, Huston JE, Brownstein JS

Dengue on islands: a Bayesian approach to understanding the global ecology of dengue viruses.
Feldstein LR, Brownstein JS, Brady OJ, Hay SI, Johansson MA

Computational Approaches to Influenza Surveillance: Beyond Timeliness.
Nsoesie EO, Brownstein JS

Monitoring Disease Trends using Hospital Traffic Data from High Resolution Satellite Imagery: A Feasibility Study.
Nsoesie EO, Butler P, Ramakrishnan N, Mekaru SR, Brownstein JS

One Health in social networks and social media.
Mekaru SR, Brownstein JS

Ethical challenges of big data in public health.
Vayena E, Salathé M, Madoff LC, Brownstein JS

Internet and free press are associated with reduced lags in global outbreak reporting.
McAlarnen L, Smith K, Brownstein JS, Jerde C

New digital technologies for the surveillance of infectious diseases at mass gathering events.
Nsoesie EO, Kluberg SA, Mekaru SR, Majumder MS, Khan K, Hay SI, Brownstein JS

Using internet search queries for infectious disease surveillance: screening diseases for suitability.
Milinovich GJ, Avril SM, Clements AC, Brownstein JS, Tong S, Hu W

Assessment of the potential for international dissemination of Ebola virus via commercial air travel during the 2014 west African outbreak.
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

Digital surveillance for enhanced detection and response to outbreaks.
Anema A, Kluberg S, Wilson K, Hogg RS, Khan K, Hay SI, Tatem AJ, Brownstein JS

Evaluation of Local Media Surveillance for Improved Disease Recognition and Monitoring in Global Hotspot Regions.
Schwind JS, Wolking DJ, Brownstein JS, PREDICT Consortium1, Mazet JA, Smith WA

A case study of the new york city 2012-2013 influenza season with daily geocoded twitter data from temporal and spatiotemporal perspectives.
Nagar R, Yuan Q, Freifeld CC, Santillana M, Nojima A, Chunara R, Brownstein JS

Mapping the zoonotic niche of Ebola virus disease in Africa.
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

Online Reports of Foodborne Illness Capture Foods Implicated in Official Foodborne Outbreak Reports.
Nsoesie EO, Gordon SA, Brownstein JS

Using Clinician's Search Query Data to Monitor Influenza Epidemics.
Santillana M, Nsoesie EO, Mekaru SR, Scales D, Brownstein JS

Public health for the people: participatory infectious disease surveillance in the digital age.
Wójcik OP, Brownstein JS, Chunara R, Johansson MA

Global Distribution Maps of the Leishmaniases.
Pigott DM, Bhatt S, Golding N, Duda KA, Battle KE, Brady OJ, Messina JP, Balard Y, Bastien P, Pratlong F, Brownstein JS, Freifeld C, Mekaru SR, Gething PW, George DB, Myers MF, Reithinger R, Hay SI

Assessing the origin of and potential for international spread of chikungunya virus from the Caribbean.
Khan K, Bogoch I, Brownstein JS, Miniota J, Nicolucci A, Hu W, Nsoesie EO, Cetron M, Creatore MI, German M, Wilder-Smith A

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.
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

Erratum to: Digital Drug Safety Surveillance: Monitoring Pharmaceutical Products in Twitter.
Freifeld CC, Brownstein JS, Menone CM, Bao W, Filice R, Kass-Hout T, Dasgupta N

Digital Drug Safety Surveillance: Monitoring Pharmaceutical Products in Twitter.
Freifeld CC, Brownstein JS, Menone CM, Bao W, Filice R, Kass-Hout T, Dasgupta N

Modeling to predict cases of hantavirus pulmonary syndrome in chile.
Nsoesie EO, Mekaru SR, Ramakrishnan N, Marathe MV, Brownstein JS

Toward a county-level map of tuberculosis rates in the u.s.
Scales D, Brownstein JS, Khan K, Cetron MS

Wikipedia usage estimates prevalence of influenza-like illness in the United States in near real-time.
McIver DJ, Brownstein JS

Factors influencing performance of internet-based biosurveillance systems used in epidemic intelligence for early detection of infectious diseases outbreaks.
Barboza P, Vaillant L, Le Strat Y, Hartley DM, Nelson NP, Mawudeku A, Madoff LC, Linge JP, Collier N, Brownstein JS, Astagneau P

Evaluation of internet-based dengue query data: google dengue trends.
Gluskin RT, Johansson MA, Santillana M, Brownstein JS

The perfect storm of information: combining traditional and non-traditional data sources for public health situational awareness during hurricane response.
Bennett KJ, Olsen JM, Harris S, Mekaru S, Livinski AA, Brownstein JS

Guess Who's Not Coming to Dinner? Evaluating Online Restaurant Reservations for Disease Surveillance.
Nsoesie EO, Buckeridge DL, Brownstein JS

Clinic accessibility and clinic-level predictors of the geographic variation in 2009 pandemic influenza vaccine coverage in Montreal, Canada.
Charland KM, de Montigny L, Brownstein JS, Buckeridge DL

A systematic review of studies on forecasting the dynamics of influenza outbreaks.
Nsoesie EO, Brownstein JS, Ramakrishnan N, Marathe MV

Quantifying the effect of media limitations on outbreak data in a global online web-crawling epidemic intelligence system, 2008-2011.
Scales D, Zelenev A, Brownstein JS

Using search queries for malaria surveillance, Thailand.
Ocampo AJ, Chunara R, Brownstein JS

Predictors of the Timing of Vaccination Uptake: The 2009 Influenza Pandemic (H1N1) in Montreal.
de Montigny L, Charland K, Verma A, Brownstein JS, Le Guerrier P, Buckeridge DL

Crowdsourcing black market prices for prescription opioids.
Dasgupta N, Freifeld C, Brownstein JS, Menone CM, Surratt HL, Poppish L, Green JL, Lavonas EJ, Dart RC

Potential for the international spread of middle East respiratory syndrome in association with mass gatherings in saudi arabia.
Khan K, Sears J, Hu VW, Brownstein JS, Hay S, Kossowsky D, Eckhardt R, Chim T, Berry I, Bogoch I, Cetron M

Twitter as a sentinel in emergency situations: lessons from the Boston marathon explosions.
Cassa CA, Chunara R, Mandl K, Brownstein JS

Influenza A (H7N9) and the importance of digital epidemiology.
Salathé M, Freifeld CC, Mekaru SR, Tomasulo AF, Brownstein JS

An overview of Internet biosurveillance.
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

Travel-associated illness trends and clusters, 2000-2010.
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, GeoSentinel Surveillance Network

Monitoring influenza epidemics in china with search query from baidu.
Yuan Q, Nsoesie EO, Lv B, Peng G, Chunara R, Brownstein JS

Adult prescription drug use and pediatric medication exposures and poisonings.
Burghardt LC, Ayers JW, Brownstein JS, Bronstein AC, Ewald MB, Bourgeois FT

Why we need crowdsourced data in infectious disease surveillance.
Chunara R, Smolinski MS, Brownstein JS

Entry and exit screening of airline travellers during the A(H1N1) 2009 pandemic: a retrospective evaluation.
Khan K, Eckhardt R, Brownstein JS, Naqvi R, Hu W, Kossowsky D, Scales D, Arino J, MacDonald M, Wang J, Sears J, Cetron MS

Measuring vaccine confidence: analysis of data obtained by a media surveillance system used to analyse public concerns about vaccines.
Larson HJ, Smith DM, Paterson P, Cumming M, Eckersberger E, Freifeld CC, Ghinai I, Jarrett C, Paushter L, Brownstein JS, Madoff LC

Assessing the online social environment for surveillance of obesity prevalence.
Chunara R, Bouton L, Ayers JW, Brownstein JS

Big data opportunities for global infectious disease surveillance.
Hay SI, George DB, Moyes CL, Brownstein JS

The global distribution and burden of dengue.
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

GeoSentinel surveillance of illness in returned travelers, 2007-2011.
Leder K, Torresi J, Libman MD, Cramer JP, Castelli F, Schlagenhauf P, Wilder-Smith A, Wilson ME, Keystone JS, Schwartz E, Barnett ED, von Sonnenburg F, Brownstein JS, Cheng AC, Sotir MJ, Esposito DH, Freedman DO, GeoSentinel Surveillance Network

Evaluation of epidemic intelligence systems integrated in the early alerting and reporting project for the detection of A/H5N1 influenza events.
Barboza P, Vaillant L, Mawudeku A, Nelson NP, Hartley DM, Madoff LC, Linge JP, Collier N, Brownstein JS, Yangarber R, Astagneau P, Early Alerting Reporting Project Of The Global Health Security Initiative

Using network theory to identify the causes of disease outbreaks of unknown origin.
Bogich TL, Funk S, Malcolm TR, Chhun N, Epstein JH, Chmura AA, Kilpatrick AM, Brownstein JS, Hutchison OC, Doyle-Capitman C, Deaville R, Morse SS, Cunningham AA, Daszak P

Global mapping of infectious disease.
Hay SI, Battle KE, Pigott DM, Smith DL, Moyes CL, Bhatt S, Brownstein JS, Collier N, Myers MF, George DB, Gething PW

Preventing pandemics via international development: a systems approach.
Bogich TL, Chunara R, Scales D, Chan E, Pinheiro LC, Chmura AA, Carroll D, Daszak P, Brownstein JS

Digital surveillance: a novel approach to monitoring the illegal wildlife trade.
Sonricker Hansen AL, Li A, Joly D, Mekaru S, Brownstein JS

A scoping review of malaria forecasting: past work and future directions.
Zinszer K, Verma AD, Charland K, Brewer TF, Brownstein JS, Sun Z, Buckeridge DL

Relationship between community prevalence of obesity and associated behavioral factors and community rates of influenza-related hospitalizations in the United States.
Charland KM, Buckeridge DL, Hoen AG, Berry JG, Elixhauser A, Melton F, Brownstein JS

Forecasting high-priority infectious disease surveillance regions: a socioeconomic model.
Chan EH, Scales DA, Brewer TF, Madoff LC, Pollack MP, Hoen AG, Choden T, Brownstein JS

Neighborhood determinants of 2009 pandemic A/H1N1 influenza vaccination in Montreal, Quebec, Canada.
Brien S, Kwong JC, Charland KM, Verma AD, Brownstein JS, Buckeridge DL

New technologies for reporting real-time emergent infections.
Chunara R, Freifeld CC, Brownstein JS

Refining the global spatial limits of dengue virus transmission by evidence-based consensus.
Brady OJ, Gething PW, Bhatt S, Messina JP, Brownstein JS, Hoen AG, Moyes CL, Farlow AW, Scott TW, Hay SI

Digital epidemiology.
Salathé M, Bengtsson L, Bodnar TJ, Brewer DD, Brownstein JS, Buckee C, Campbell EM, Cattuto C, Khandelwal S, Mabry PL, Vespignani A

Usefulness of school absenteeism data for predicting influenza outbreaks, United States.
Egger JR, Hoen AG, Brownstein JS, Buckeridge DL, Olson DR, Konty KJ

Novel surveillance of psychological distress during the great recession.
Ayers JW, Althouse BM, Allem JP, Childers MA, Zafar W, Latkin C, Ribisl KM, Brownstein JS

Research design considerations for clinical studies of abuse-deterrent opioid analgesics: IMMPACT recommendations.
Turk DC, O'Connor AB, Dworkin RH, Chaudhry A, Katz NP, Adams EH, Brownstein JS, Comer SD, Dart R, Dasgupta N, Denisco RA, Klein M, Leiderman DB, Lubran R, Rappaport BA, Zacny JP, Ahdieh H, Burke LB, Cowan P, Jacobs P, Malamut R, Markman J, Michna E,...

Application of change point analysis to daily influenza-like illness emergency department visits.
Kass-Hout TA, Xu Z, McMurray P, Park S, Buckeridge DL, Brownstein JS, Finelli L, Groseclose SL

Timeliness of nongovernmental versus governmental global outbreak communications.
Mondor L, Brownstein JS, Chan E, Madoff LC, Pollack MP, Buckeridge DL, Brewer TF

Electronic event-based surveillance for monitoring dengue, Latin America.
Hoen AG, Keller M, Verma AD, Buckeridge DL, Brownstein JS

A pharmacoepidemiological network model for drug safety surveillance: statins and rhabdomyolysis.
Reis BY, Olson KL, Tian L, Bohn RL, Brownstein JS, Park PJ, Cziraky MJ, Wilson MD, Mandl KD

Emerging fungal threats to animal, plant and ecosystem health.
Fisher MC, Henk DA, Briggs CJ, Brownstein JS, Madoff LC, McCraw SL, Gurr SJ

Triatomine infestation in Guatemala: spatial assessment after two rounds of vector control.
Manne J, Nakagawa J, Yamagata Y, Goehler A, Brownstein JS, Castro MC

Online reporting for malaria surveillance using micro-monetary incentives, in urban India 2010-2011.
Chunara R, Chhaya V, Bane S, Mekaru SR, Chan EH, Freifeld CC, Brownstein JS

Infectious disease surveillance and modelling across geographic frontiers and scientific specialties.
Khan K, McNabb SJ, Memish ZA, Eckhardt R, Hu W, Kossowsky D, Sears J, Arino J, Johansson A, Barbeschi M, McCloskey B, Henry B, Cetron M, Brownstein JS

Social and news media enable estimation of epidemiological patterns early in the 2010 Haitian cholera outbreak.
Chunara R, Andrews JR, Brownstein JS

Effect of expanded US recommendations for seasonal influenza vaccination: comparison of two pediatric emergency departments in the United States and Canada.
Hoen AG, Buckeridge DL, Charland KM, Mandl KD, Quach C, Brownstein JS

Human vs. animal outbreaks of the 2009 swine-origin H1N1 influenza A epidemic.
Scotch M, Brownstein JS, Vegso S, Galusha D, Rabinowitz P

Integration and visualization of host-pathogen data related to infectious diseases.
Driscoll T, Gabbard JL, Mao C, Dalay O, Shukla M, Freifeld CC, Hoen AG, Brownstein JS, Sobral BW

Using web search query data to monitor dengue epidemics: a new model for neglected tropical disease surveillance.
Chan EH, Sahai V, Conrad C, Brownstein JS

Using search query surveillance to monitor tax avoidance and smoking cessation following the United States' 2009 "SCHIP" cigarette tax increase.
Ayers JW, Ribisl K, Brownstein JS

Tracking the rise in popularity of electronic nicotine delivery systems (electronic cigarettes) using search query surveillance.
Ayers JW, Ribisl KM, Brownstein JS

Socio-economic disparities in the burden of seasonal influenza: the effect of social and material deprivation on rates of influenza infection.
Charland KM, Brownstein JS, Verma A, Brien S, Buckeridge DL

Increased influenza-related healthcare utilization by residents of an urban aboriginal community.
Charland KM, Brownstein JS, Verma A, Brewer T, Jones S, Hoen AG, Buckeridge DL

Integrating spatial epidemiology into a decision model for evaluation of facial palsy in children.
Fine AM, Brownstein JS, Nigrovic LE, Kimia AA, Olson KL, Thompson AD, Mandl KD

Does collocation inform the impact of collaboration?
Lee K, Brownstein JS, Mills RG, Kohane IS

Potential for electronic health records and online social networking to redefine medical research.
Pearson JF, Brownstein CA, Brownstein JS

Participatory epidemiology: use of mobile phones for community-based health reporting.
Freifeld CC, Chunara R, Mekaru SR, Chan EH, Kass-Hout T, Ayala Iacucci A, Brownstein JS

Global capacity for emerging infectious disease detection.
Chan EH, Brewer TF, Madoff LC, Pollack MP, Sonricker AL, Keller M, Freifeld CC, Blench M, Mawudeku A, Brownstein JS

Measuring the impact of health policies using Internet search patterns: the case of abortion.
Reis BY, Brownstein JS

Event-based biosurveillance of respiratory disease in Mexico, 2007-2009: connection to the 2009 influenza A(H1N1) pandemic?
Nelson NP, Brownstein JS, Hartley DM

Association between fine particulate matter and diabetes prevalence in the U.S.
Pearson JF, Bachireddy C, Shyamprasad S, Goldfine AB, Brownstein JS

Strengthening the International Health Regulations: lessons from the H1N1 pandemic.
Wilson K, Brownstein JS, Fidler DP

Geographic information systems and pharmacoepidemiology: using spatial cluster detection to monitor local patterns of prescription opioid abuse.
Brownstein JS, Green TC, Cassidy TA, Butler SF

Information technology and global surveillance of cases of 2009 H1N1 influenza.
Brownstein JS, Freifeld CC, Chan EH, Keller M, Sonricker AL, Mekaru SR, Buckeridge DL

Characteristics of US public schools with reported cases of novel influenza A (H1N1).
Hoen AG, Buckeridge DL, Chan EH, Freifeld CC, Keller M, Charland K, Donnelly CA, Brownstein JS

Preparing for infectious disease threats at mass gatherings: the case of the Vancouver 2010 Olympic Winter Games.
Khan K, Freifeld CC, Wang J, Mekaru SR, Kossowsky D, Sonricker AL, Hu W, Sears J, Chan A, Brownstein JS

Landscape of international event-based biosurveillance.
Hartley D, Nelson N, Walters R, Arthur R, Yangarber R, Madoff L, Linge J, Mawudeku A, Collier N, Brownstein J, Thinus G, Lightfoot N

Rapid identification of myocardial infarction risk associated with diabetes medications using electronic medical records.
Brownstein JS, Murphy SN, Goldfine AB, Grant RW, Sordo M, Gainer V, Colecchi JA, Dubey A, Nathan DM, Glaser JP, Kohane IS

Automated vocabulary discovery for geo-parsing online epidemic intelligence.
Keller M, Freifeld CC, Brownstein JS

Breaking the news or fueling the epidemic? Temporal association between news media report volume and opioid-related mortality.
Dasgupta N, Mandl KD, Brownstein JS

Evidence-based tool for triggering school closures during influenza outbreaks, Japan.
Sasaki A, Hoen AG, Ozonoff A, Suzuki H, Tanabe N, Seki N, Saito R, Brownstein JS

An assessment of global Internet-based HIV/AIDS media coverage: implications for United Nations Programme on HIV/AIDS' Global Media HIV/AIDS initiative.
Anema A, Freifeld CC, Druyts E, Montaner JS, Hogg RS, Brownstein JS

The power of social networking in medicine.
Brownstein CA, Brownstein JS, Williams DS, Wicks P, Heywood JA

Evaluation of the United States Department Of Agriculture Northeast Area-wide Tick Control Project by meta-analysis.
Brei B, Brownstein JS, George JE, Pound JM, Miller JA, Daniels TJ, Falco RC, Stafford KC, Schulze TL, Mather TN, Carroll JF, Fish D

Influenza A (H1N1) virus, 2009--online monitoring.
Brownstein JS, Freifeld CC, Madoff LC

Digital disease detection--harnessing the Web for public health surveillance.
Brownstein JS, Freifeld CC, Madoff LC

Use of unstructured event-based reports for global infectious disease surveillance.
Keller M, Blench M, Tolentino H, Freifeld CC, Mandl KD, Mawudeku A, Eysenbach G, Brownstein JS

Early detection of disease outbreaks using the Internet.
Wilson K, Brownstein JS

Effect of environmental factors on the spatio-temporal patterns of influenza spread.
Charland KM, Buckeridge DL, Sturtevant JL, Melton F, Reis BY, Mandl KD, Brownstein JS

Effect of Climate Change on Lyme Disease Risk in North America.
Brownstein JS, Holford TR, Fish D

National addictions vigilance intervention and prevention program (NAVIPPRO): a real-time, product-specific, public health surveillance system for monitoring prescription drug abuse.
Butler SF, Budman SH, Licari A, Cassidy TA, Lioy K, Dickinson J, Brownstein JS, Benneyan JC, Green TC, Katz N

Surveillance Sans Frontières: Internet-based emerging infectious disease intelligence and the HealthMap project.
Brownstein JS, Freifeld CC, Reis BY, Mandl KD

The new International Health Regulations: considerations for global public health surveillance.
Sturtevant JL, Anema A, Brownstein JS

Pediatric population size is associated with geographic patterns of acute respiratory infections among adults.
Brownstein JS, Mandl KD

Evaluation of influenza prevention in the workplace using a personally controlled health record: randomized controlled trial.
Bourgeois FT, Simons WW, Olson K, Brownstein JS, Mandl KD

Age-related trends in the timeliness and prediction of medical visits, hospitalizations and deaths due to pneumonia and influenza, British Columbia, Canada, 1998-2004.
Sebastian R, Skowronski DM, Chong M, Dhaliwal J, Brownstein JS

Efficacy of influenza vaccination in HIV-positive patients: a systematic review and meta-analysis.
Anema A, Mills E, Montaner J, Brownstein JS, Cooper C

Estimating excess mortality in post-invasion Iraq.
Brownstein CA, Brownstein JS

HealthMap: global infectious disease monitoring through automated classification and visualization of Internet media reports.
Freifeld CC, Mandl KD, Reis BY, Brownstein JS

HealthMap: the development of automated real-time internet surveillance for epidemic intelligence.
Brownstein JS, Freifeld CC

The tell-tale heart: population-based surveillance reveals an association of rofecoxib and celecoxib with myocardial infarction.
Brownstein JS, Sordo M, Kohane IS, Mandl KD

Automated real time constant-specificity surveillance for disease outbreaks.
Wieland SC, Brownstein JS, Berger B, Mandl KD

Density-equalizing Euclidean minimum spanning trees for the detection of all disease cluster shapes.
Wieland SC, Brownstein JS, Berger B, Mandl KD

Reengineering real time outbreak detection systems for influenza epidemic monitoring.
Brownstein JS, Mandl KD

An unsupervised classification method for inferring original case locations from low-resolution disease maps.
Brownstein JS, Cassa CA, Kohane IS, Mandl KD

No place to hide--reverse identification of patients from published maps.
Brownstein JS, Cassa CA, Mandl KD

Empirical evidence for the effect of airline travel on inter-regional influenza spread in the United States.
Brownstein JS, Wolfe CJ, Mandl KD

Reverse geocoding: concerns about patient confidentiality in the display of geospatial health data.
Brownstein JS, Cassa CA, Kohane IS, Mandl KD

Lumbar puncture ordering and results in the pediatric population: a promising data source for surveillance systems.
Kimia A, Brownstein JS, Olson KL, Zak V, Bourgeois FT, Mandl KD

Spatiotemporal patterns of host-seeking Ixodes scapularis nymphs (Acari: Ixodidae) in the United States.
Diuk-Wasser MA, Gatewood AG, Cortinas MR, Yaremych-Hamer S, Tsao J, Kitron U, Hickling G, Brownstein JS, Walker E, Piesman J, Fish D

Validation of syndromic surveillance for respiratory infections.
Bourgeois FT, Olson KL, Brownstein JS, McAdam AJ, Mandl KD

Forest fragmentation predicts local scale heterogeneity of Lyme disease risk.
Brownstein JS, Skelly DK, Holford TR, Fish D

Running outside the baseline: impact of the 2004 Major League Baseball postseason on emergency department use.
Reis BY, Brownstein JS, Mandl KD

Identifying pediatric age groups for influenza vaccination using a real-time regional surveillance system.
Brownstein JS, Kleinman KP, Mandl KD

A dispersal model for the range expansion of blacklegged tick (Acari: Ixodidae).
Madhav NK, Brownstein JS, Tsao JI, Fish D

Interaction and transmission of two Borrelia burgdorferi sensu stricto strains in a tick-rodent maintenance system.
Derdáková M, Dudiòák V, Brei B, Brownstein JS, Schwartz I, Fish D