Publications

Publications

Annals of Internal Medicine.
Brownstein JS, Huston JE

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Covid-19 vaccine apps should deliver more to patients
Nabarun Dasgupta Allison Lazard John S Brownstein

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

Mask-wearing and control of SARS-CoV-2 transmission in the USA: a cross-sectional study.
Rader B, White LF, Burns MR, Chen J, Brilliant J, Cohen J, Shaman J, Brilliant L, Kraemer MUG, Hawkins JB, Scarpino SV, Astley CM, Brownstein JS

Anosmia and other SARS-CoV-2 positive test-associated symptoms, across three national, digital surveillance platforms as the COVID-19 pandemic and response unfolded: an observation study.
Sudre CH, Keshet A, Graham MS, Joshi AD, Shilo S, Rossman H, Murray B, Molteni E, Klaser K, Canas LS, Antonelli M, Modat M, Capdevila Pujol J, Ganesh S, Wolf J, Meir T, Chan AT, Steves C, Spector T, Brownstein JS, Segal E, Ourselin S, Astley C

Factors Associated With US Adults' Likelihood of Accepting COVID-19 Vaccination.
Kreps S, Prasad S, Brownstein JS, Hswen Y, Garibaldi BT, Zhang B, Kriner DL

Crowding and the shape of COVID-19 epidemics.
Rader B, Scarpino SV, Nande A, Hill AL, Adlam B, Reiner RC, Pigott DM, Gutierrez B, Zarebski AE, Shrestha M, Brownstein JS, Castro MC, Dye C, Tian H, Pybus OG, Kraemer MUG

Web and phone-based COVID-19 syndromic surveillance in Canada: A cross-sectional study.
Lapointe-Shaw L, Rader B, Astley CM, Hawkins JB, Bhatia D, Schatten WJ, Lee TC, Liu JJ, Ivers NM, Stall NM, Gournis E, Tuite AR, Fisman DN, Bogoch II, Brownstein JS

Mask Wearing and Control of SARS-CoV-2 Transmission in the United States.
Rader B, White LF, Burns MR, Chen J, Brilliant J, Cohen J, Shaman J, Brilliant L, Hawkins JB, Scarpino SV, Astley CM, Brownstein JS

SARS-CoV-2 (COVID-19) infection in pregnant women: characterization of symptoms and syndromes predictive of disease and severity through real-time, remote participatory epidemiology.
Molteni E, Astley CM, Ma W, Sudre CH, Magee LA, Murray B, Fall T, Gomez MF, Tsereteli N, Franks PW, Brownstein JS, Davies R, Wolf J, Spector T, Ourselin S, Steves C, Chan AT, Modat M

Sharing patient-level real-time COVID-19 data.
Komorowski M, Kraemer MUG, Brownstein JS

Racial and Ethnic Disparities in Patient Experiences in the United States: 4-Year Content Analysis of Twitter.
Hswen Y, Hawkins JB, Sewalk K, Tuli G, Williams DR, Viswanath K, Subramanian SV, Brownstein JS

Risk of COVID-19 among front-line health-care workers and the general community: a prospective cohort study.
Nguyen LH, Drew DA, Graham MS, Joshi AD, Guo CG, Ma W, Mehta RS, Warner ET, Sikavi DR, Lo CH, Kwon S, Song M, Mucci LA, Stampfer MJ, Willett WC, Eliassen AH, Hart JE, Chavarro JE, Rich-Edwards JW, Davies R, Capdevila J, Lee KA, Lochlainn MN, Varsavsky...

Geolocated Twitter social media data to describe the geographic spread of SARS-CoV-2.
Bisanzio D, Kraemer MUG, Brewer T, Brownstein JS, Reithinger R

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, Cauchemez S, Pybus OG, Scarpino SV

Mapping global variation in human mobility.
Kraemer MUG, Sadilek A, Zhang Q, Marchal NA, Tuli G, Cohn EL, Hswen Y, Perkins TA, Smith DL, Reiner RC, Brownstein JS

The COronovirus Pandemic Epidemiology (COPE) Consortium: A Call to Action.
Chan AT, Drew DA, Nguyen LH, Joshi AD, Ma W, Guo CG, Lo CH, Mehta RS, Kwon S, Sikavi DR, Magicheva-Gupta MV, Fatehi ZS, Flynn JJ, Leonardo BM, Albert CM, Andreotti G, Beane Freeman LE, Balasubramanian BA, Brownstein JS, Bruinsma F, Cowan AN, Deka A,...

Rapid implementation of mobile technology for real-time epidemiology of COVID-19.
Drew DA, Nguyen LH, Steves CJ, Menni C, Freydin M, Varsavsky T, Sudre CH, Cardoso MJ, Ourselin S, Wolf J, Spector TD, Chan AT, COPE Consortium

Dynamics of conflict during the Ebola outbreak in the Democratic Republic of the Congo 2018-2019.
Kraemer MUG, Pigott DM, Hill SC, Vanderslott S, Reiner RC, Stasse S, Brownstein JS, Gutierrez B, Dennig F, Hay SI, Wint GRW, Pybus OG, Castro MC, Vinck P, Pham PN, Nilles EJ, Cauchemez S

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

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...

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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