Concepedia

Surveillance-based Forecasting

Surveillance-Based Forecasting is a disease forecasting approach that systematically leverages data from ongoing public health monitoring systems to predict the trajectory and burden of infectious diseases, distinguished by its reliance on real-time or near-real-time observational data streams rather than experimental or model-simulated inputs.

81

Publications

5K

Citations

360

Authors

188

Institutions

Publications per year

2017–2026

55

Parents

Publications

81

Combining Search, Social Media, and Traditional Data Sources to Improve Influenza Surveillance

Mauricio Santillana, André T. Nguyen, Mark Dredze et al. · PLoS Computational Biology · 2015 · 447 citations · Full text

, , +17

Infodemiology: tracking flu-related searches on the web for syndromic surveillance.

Günther Eysenbach · PubMed · 2006 · 420 citations · Full text

, , +17

Assessing Google Flu Trends Performance in the United States during the 2009 Influenza Virus A (H1N1) Pandemic

S. M. Cook, Corrie Conrad, Ashley Fowlkes et al. · PLoS ONE · 2011 · 387 citations · Full text

, , +17

Influenza Forecasting with Google Flu Trends

Andrea Dugas, Mehdi Jalalpour, Yulia R. Gel et al. · PLoS ONE · 2013 · 360 citations · Full text

, , +17

Results from the centers for disease control and prevention’s predict the 2013–2014 Influenza Season Challenge

Matthew Biggerstaff, David Alper, Mark Dredze et al. · BMC Infectious Diseases · 2016 · 188 citations · Full text

, , +17

1–5 of 81

Authors

360

  1. JS
    John S. Brownstein

    Boston Children's Hospital, United States

    5 publications · 713 citations

    5

    h-index

  2. MS
    Mauricio Santillana

    Harvard University, United States

    4 publications · 693 citations

    4

    h-index

  3. JS
    Jeffrey Shaman

    Columbia University, United States

    4 publications · 401 citations

    4

    h-index

  4. PM
    Philip M. Polgreen

    University of Iowa, United States

    3 publications · 105 citations

    3

    h-index

  5. JM
    James M. McCaw

    The University of Melbourne, Australia

    3 publications · 115 citations

    3

    h-index

1–5 of 360

Institutions

188

  1. Harvard University

    Cambridge, United States

    5 h-index

    13 publications

    2.2K citations

  2. Boston Children's Hospital

    Boston, United States

    5 h-index

    13 publications

    1.7K citations

  3. Virginia Tech

    Blacksburg, United States

    4 h-index

    16 publications

    1.1K citations

  4. Johns Hopkins University

    Baltimore, United States

    4 h-index

    17 publications

    3.5K citations

  5. Columbia University

    New York, United States

    4 h-index

    12 publications

    1.1K citations

  6. Los Alamos National Laboratory

    Los Alamos, United States

    3 h-index

    14 publications

    1.3K citations

  7. University of Oxford

    Oxford, United Kingdom

    3 h-index

    3 publications

    136 citations

  8. University of Hong Kong

    Pok Fu Lam, Hong Kong

    2 h-index

    3 publications

    143 citations

1–8 of 188

Venues

  1. PLoS Computational Biology

    7 publications · 759 citations

    7

    h-index

  2. PLoS ONE

    6 publications · 862 citations

    6

    h-index

  3. Scientific Reports

    4 publications · 162 citations

    4

    h-index

  4. 3

    h-index

  5. PubMed

    Repository · 3 publications · 491 citations

    3

    h-index

1–5