Concepedia

Bayesian Disease Mapping

Bayesian Disease Mapping is a statistical methodology within spatial epidemiology that uses Bayesian hierarchical models to estimate and visualize geographical variations in disease risk while accounting for uncertainty and incorporating prior information.

225

Publications

15.2K

Citations

912

Authors

473

Institutions

Publications per year

2017–2026

72

Parents

Children

Publications

225

Empirical Bayes Estimates of Age-Standardized Relative Risks for Use in Disease Mapping

David Clayton, John Kaldor · Biometrics · 1987 · 1.3K citations

, , +16

G6PD Deficiency Prevalence and Estimates of Affected Populations in Malaria Endemic Countries: A Geostatistical Model-Based Map

Rosalind E. Howes, Frédéric B. Piel, Anand P. Patil et al. · PLoS Medicine · 2012 · 577 citations · Full text

, , +14

A Long Neglected World Malaria Map: Plasmodium vivax Endemicity in 2010

Peter W. Gething, Iqbal Elyazar, Catherine L. Moyes et al. · PLoS neglected tropical diseases · 2012 · 564 citations · Full text

, , +17

Bayesian refinement of association signals for 14 loci in 3 common diseases

Julian Maller, Gil McVean, Jake Byrnes et al. · Nature Genetics · 2012 · 553 citations · Full text

, , +12

An intuitive Bayesian spatial model for disease mapping that accounts for scaling

Andrea Riebler, Sigrunn H. Sørbye, Daniel Simpson et al. · Statistical Methods in Medical Research · 2016 · 501 citations

, , +16

1–5 of 225

Authors

912

  1. PV
    Penelope Vounatsou

    Swiss Tropical and Public Health Institute, Switzerland

    11 publications · 695 citations

    11

    h-index

  2. YC
    Ying C. MacNab

    University of British Columbia, Canada

    11 publications · 430 citations

    11

    h-index

  3. MD
    M. D. Ugarte

    Universidad Pública de Navarra (UPNA), Spain

    9 publications · 335 citations

    9

    h-index

  4. JU
    Jürg Utzinger

    Swiss Tropical and Public Health Institute, Switzerland

    8 publications · 511 citations

    8

    h-index

  5. TG
    T. Goicoa

    Universidad Pública de Navarra (UPNA), Spain

    7 publications · 281 citations

    7

    h-index

1–5 of 912

Institutions

473

  1. Imperial College London

    London, United Kingdom

    14 h-index

    37 publications

    4.6K citations

  2. University of Oxford

    Oxford, United Kingdom

    13 h-index

    82 publications

    29.1K citations

  3. Swiss Tropical and Public Health Institute

    Allschwil, Switzerland

    12 h-index

    34 publications

    2K citations

  4. University of British Columbia

    Vancouver, Canada

    11 h-index

    16 publications

    592 citations

  5. London School of Hygiene & Tropical Medicine

    London, United Kingdom

    11 h-index

    19 publications

    2.1K citations

  6. Universidad Pública de Navarra (UPNA)

    Pamplona, Spain

    9 h-index

    29 publications

    1.1K citations

  7. University of Pavia

    Pavia, Italy

    8 h-index

    22 publications

    1.9K citations

  8. Child and Family Research Institute

    Vancouver, Canada

    8 h-index

    9 publications

    315 citations

1–8 of 473

Venues

  1. Statistics in Medicine

    24 publications · 1.9K citations

    21

    h-index

  2. Geospatial health

    10 publications · 296 citations

    10

    h-index

  3. PLoS ONE

    10 publications · 362 citations

    10

    h-index

  4. PLoS neglected tropical diseases

    10 publications · 1.1K citations

    10

    h-index

  5. Environmetrics

    7 publications · 386 citations

    7

    h-index

1–5