Concepedia

Disease Forecasting Models

Disease Forecasting Models is a computational framework that belongs to the class of predictive modeling techniques in public health informatics, distinguished by its specific application to projecting the future incidence, spread, or burden of diseases based on historical, epidemiological, and environmental data.

1.1K

Publications

57.4K

Citations

6.4K

Authors

1.8K

Institutions

Publications per year

2017–2026

840

Parents

Publications

1.1K

Forecasting life expectancy, years of life lost, and all-cause and cause-specific mortality for 250 causes of death: reference and alternative scenarios for 2016–40 for 195 countries and territories

Kyle J Foreman, Neal Marquez, Andrew J. Dolgert et al. · The Lancet · 2018 · 3K citations · Full text

, , +16

Modeling NAFLD disease burden in China, France, Germany, Italy, Japan, Spain, United Kingdom, and United States for the period 2016–2030

Chris Estes, Quentin M. Anstee, M. Arias et al. · Journal of Hepatology · 2018 · 2K citations · Full text

, , +16

Effective Heart Disease Prediction Using Hybrid Machine Learning Techniques

Senthilkumar Mohan, Chandrasegar Thirumalai, Gautam Srivastava · IEEE Access · 2019 · 1.9K citations · Full text

, , +14

Burden of disease scenarios for 204 countries and territories, 2022–2050: a forecasting analysis for the Global Burden of Disease Study 2021

Hazim Ababneh, Yohannes Abate, Cristiana Abbafati et al. · The Lancet · 2024 · 947 citations · Full text

, , +17

Using the ADAP Learning Algorithm to Forecast the Onset of Diabetes Mellitus

Jack W. Smith, James E. Everhart, Will Dickson et al. · PubMed Central · 1988 · 748 citations · Full text

, , +12

1–5 of 1.1K

Authors

6.4K

  1. JB
    Johannes Bracher

    Karlsruhe Institute of Technology, Germany

    11 publications · 675 citations

    11

    h-index

  2. AS
    Ajitesh Srivastava

    University of Southern California, United States

    10 publications · 476 citations

    10

    h-index

  3. NG
    Nicholas G Reich

    University of Massachusetts Amherst, United States

    11 publications · 1.4K citations

    10

    h-index

  4. MM
    Madhav Marathe

    Virginia Tech, United States

    9 publications · 435 citations

    9

    h-index

  5. DO
    Dave Osthus

    Los Alamos National Laboratory, United States

    9 publications · 912 citations

    9

    h-index

1–5 of 6.4K

Institutions

1.8K

  1. London School of Hygiene & Tropical Medicine

    London, United Kingdom

    18 h-index

    58 publications

    3.6K citations

  2. Harvard University

    Cambridge, United States

    18 h-index

    31 publications

    2.8K citations

  3. Los Alamos National Laboratory

    Los Alamos, United States

    16 h-index

    59 publications

    5.3K citations

  4. Johns Hopkins University

    Baltimore, United States

    16 h-index

    110 publications

    9.6K citations

  5. Centers for Disease Control and Prevention

    Atlanta, United States

    16 h-index

    51 publications

    5.5K citations

  6. University of California, Los Angeles

    Los Angeles, United States

    12 h-index

    34 publications

    8.4K citations

  7. Columbia University

    New York, United States

    12 h-index

    27 publications

    3.4K citations

  8. Imperial College London

    London, United Kingdom

    11 h-index

    18 publications

    1.1K citations

1–8 of 1.8K

Venues

  1. PLoS ONE

    48 publications · 2.8K citations

    28

    h-index

  2. Scientific Reports

    38 publications · 1.4K citations

    24

    h-index

  3. 21

    h-index

  4. medRxiv

    Repository · 36 publications · 1.2K citations

    19

    h-index

  5. BMC Infectious Diseases

    18 publications · 1.1K citations

    16

    h-index

1–5