Concepedia

Markov Microsimulation

Markov Microsimulation is a computational modeling technique that simulates individual life histories through a stochastic state-transition process, where the probability of transitioning between health or status states depends only on the current state and follows a Markov chain, applied at the individual level to capture heterogeneity and dynamic outcomes over time.

154

Publications

7.5K

Citations

859

Authors

435

Institutions

Publications per year

2017–2026

89

Variants

Markov Microsimulations

Parents

Publications

154

A stochastic agent-based model of the SARS-CoV-2 epidemic in France

Nicolas Hoertel, Martin Blachier, Carlos Blanco et al. · Nature Medicine · 2020 · 369 citations · Full text

, , +17

State-Transition Modeling

Uwe Siebert, Oğuzhan Alagöz, Ahmed M. Bayoumi et al. · Medical Decision Making · 2012 · 342 citations

, , +14

Personalizing Mammography by Breast Density and Other Risk Factors for Breast Cancer: Analysis of Health Benefits and Cost-Effectiveness

John T. Schousboe, Karla Kerlikowske, Andrew Loh et al. · Annals of Internal Medicine · 2011 · 317 citations · Full text

, , +17

Forecasting the care needs of the older population in England over the next 20 years: estimates from the Population Ageing and Care Simulation (PACSim) modelling study

Andrew Kingston, Adelina Comas‐Herrera, Carol Jagger · The Lancet Public Health · 2018 · 290 citations · Full text

, , +12

Cost-effectiveness of artificial intelligence for screening colonoscopy: a modelling study

Miguel Areia, Yuichi Mori, Loredana Correale et al. · The Lancet Digital Health · 2022 · 219 citations · Full text

, , +17

1–5 of 154

Authors

859

  1. HJ
    Harry J. de Koning

    Erasmus MC, Netherlands

    7 publications · 248 citations

    7

    h-index

  2. MH
    Mickaël Hiligsmann

    Maastricht University, Netherlands

    6 publications · 197 citations

    6

    h-index

  3. EA
    Eveline A.M. Heijnsdijk

    Erasmus MC, Netherlands

    6 publications · 135 citations

    6

    h-index

  4. KA
    Kenneth A. Freedberg

    Massachusetts General Hospital, United States

    5 publications · 217 citations

    5

    h-index

  5. JR
    Jean‐Yves Reginster

    University of Liège, Belgium

    5 publications · 180 citations

    5

    h-index

1–5 of 859

Institutions

435

  1. Harvard University

    Cambridge, United States

    14 h-index

    74 publications

    4.2K citations

  2. Erasmus MC

    Rotterdam, The Netherlands

    11 h-index

    40 publications

    1.4K citations

  3. Massachusetts General Hospital

    Boston, United States

    11 h-index

    76 publications

    4.1K citations

  4. Stanford University

    Stanford, United States

    11 h-index

    42 publications

    3.5K citations

  5. University of Toronto

    Toronto, Canada

    9 h-index

    24 publications

    2.8K citations

  6. Brigham and Women's Hospital

    Boston, United States

    8 h-index

    12 publications

    504 citations

  7. University of Washington

    Seattle, United States

    6 h-index

    17 publications

    914 citations

  8. Erasmus University Rotterdam

    Rotterdam, The Netherlands

    6 h-index

    21 publications

    1.2K citations

1–8 of 435

Venues

  1. PLoS ONE

    6 publications · 199 citations

    6

    h-index

  2. BMJ Open

    5 publications · 209 citations

    5

    h-index

  3. Osteoporosis International

    5 publications · 113 citations

    5

    h-index

  4. Value in Health

    5 publications · 267 citations

    5

    h-index

  5. Annals of Internal Medicine

    4 publications · 423 citations

    4

    h-index

1–5