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Comparison: Flu prescription sales data from a retail pharmacy in the US with Google Flu trends and US ILINet (CDC) data as flu activity indicator.

Patwardhan A, Bilkovski R.

PLoS One. 2012;7(8):e43611. doi: 10.1371/journal.pone.0043611. Epub 2012 Aug 30.


Monitoring influenza activity in the United States: a comparison of traditional surveillance systems with Google Flu Trends.

Ortiz JR, Zhou H, Shay DK, Neuzil KM, Fowlkes AL, Goss CH.

PLoS One. 2011 Apr 27;6(4):e18687. doi: 10.1371/journal.pone.0018687.


Influenza Antiviral Expenditures and Outpatient Prescriptions in the United States, 2003-2012.

Suda KJ, Hunkler RJ, Matusiak LM, Schumock GT.

Pharmacotherapy. 2015 Nov;35(11):991-7. doi: 10.1002/phar.1656.


Correlation between national influenza surveillance data and google trends in South Korea.

Cho S, Sohn CH, Jo MW, Shin SY, Lee JH, Ryoo SM, Kim WY, Seo DW.

PLoS One. 2013 Dec 5;8(12):e81422. doi: 10.1371/journal.pone.0081422. eCollection 2013.


FluBreaks: early epidemic detection from Google flu trends.

Pervaiz F, Pervaiz M, Abdur Rehman N, Saif U.

J Med Internet Res. 2012 Oct 4;14(5):e125. doi: 10.2196/jmir.2102.


Assessing Google flu trends performance in the United States during the 2009 influenza virus A (H1N1) pandemic.

Cook S, Conrad C, Fowlkes AL, Mohebbi MH.

PLoS One. 2011;6(8):e23610. doi: 10.1371/journal.pone.0023610. Epub 2011 Aug 19.


Seasonal influenza surveillance using prescription data for anti-influenza medications.

Yoshida M, Matsui T, Ohkusa Y, Kobayashi J, Ohyama T, Sugawara T, Yasui Y, Tachibana T, Okabe N.

Jpn J Infect Dis. 2009 May;62(3):233-5.


Improving Google Flu Trends estimates for the United States through transformation.

Martin LJ, Xu B, Yasui Y.

PLoS One. 2014 Dec 31;9(12):e109209. doi: 10.1371/journal.pone.0109209. eCollection 2014. Erratum in: PLoS One. 2015;10(4):e0122939.


Using Google Trends for influenza surveillance in South China.

Kang M, Zhong H, He J, Rutherford S, Yang F.

PLoS One. 2013;8(1):e55205. doi: 10.1371/journal.pone.0055205. Epub 2013 Jan 25.


Increased antiviral medication sales before the 2005-06 influenza season--New York City.

Centers for Disease Control and Prevention (CDC).

MMWR Morb Mortal Wkly Rep. 2006 Mar 17;55(10):277-9.


Effective detection of the 2009 H1N1 influenza pandemic in U.S. Veterans Affairs medical centers using a national electronic biosurveillance system.

Schirmer P, Lucero C, Oda G, Lopez J, Holodniy M.

PLoS One. 2010 Mar 4;5(3):e9533. doi: 10.1371/journal.pone.0009533.


Bird flu, swine flu, and resistant influenza: the scary development of antiviral-resistant strains-part 2: novel A(H1N1): the flu we never expected.

O'Malley P.

Clin Nurse Spec. 2009 Nov-Dec;23(6):293-5. doi: 10.1097/NUR.0b013e3181bc3257. No abstract available.


Google trends: a web-based tool for real-time surveillance of disease outbreaks.

Carneiro HA, Mylonakis E.

Clin Infect Dis. 2009 Nov 15;49(10):1557-64. doi: 10.1086/630200. Review.


Outpatient influenza antiviral prescription trends with influenza-like illness in the USA, 2008-2010.

Suda KJ, Regen SM, Lee TA, Easterling JL, Hunkler RJ, Danziger LH.

Int J Antimicrob Agents. 2014 Mar;43(3):279-83. doi: 10.1016/j.ijantimicag.2013.10.025. Epub 2013 Dec 1.


Value of pharmacy-based influenza surveillance - Ontario, Canada, 2009.

Centers for Disease Control and Prevention (CDC).

MMWR Morb Mortal Wkly Rep. 2013 May 24;62(20):401-4.


Interpreting Google flu trends data for pandemic H1N1 influenza: the New Zealand experience.

Wilson N, Mason K, Tobias M, Peacey M, Huang QS, Baker M.

Euro Surveill. 2009 Nov 5;14(44). pii: 19386.


The spatiotemporal association of non-prescription retail sales with cases during the 2009 influenza pandemic in Great Britain.

Todd S, Diggle PJ, White PJ, Fearne A, Read JM.

BMJ Open. 2014 Apr 29;4(4):e004869. doi: 10.1136/bmjopen-2014-004869.


Oseltamivir prescribing in pharmacy-benefits database, United States, 2004-2005.

Ortiz JR, Kamimoto L, Aubert RE, Yao J, Shay DK, Bresee JS, Epstein RS.

Emerg Infect Dis. 2008 Aug;14(8):1280-3. doi: 10.3201/eid1408.080074.


Cumulative query method for influenza surveillance using search engine data.

Seo DW, Jo MW, Sohn CH, Shin SY, Lee J, Yu M, Kim WY, Lim KS, Lee SI.

J Med Internet Res. 2014 Dec 16;16(12):e289. doi: 10.2196/jmir.3680.

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