Matthew Joseph Ferrari

    • 1790 Citations
    • 23 h-Index
    20022019
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    • 13 Similar Profiles
    Measles Medicine & Life Sciences
    Vaccination Medicine & Life Sciences
    Disease Outbreaks Medicine & Life Sciences
    Niger Medicine & Life Sciences
    Immunization Programs Medicine & Life Sciences
    Vaccines Medicine & Life Sciences
    vaccination Agriculture & Biology
    Uncertainty Medicine & Life Sciences

    Network Recent external collaboration on country level. Dive into details by clicking on the dots.

    Projects 2012 2019

    Forecasting tipping points in emerging and re-emerging infectious diseases

    Ferrari, M. J., Epureanu, B., Park, A., Rohani, P. & Drake, J.

    National Institutes of Health

    9/12/145/31/19

    Project: Research project

    Pathogens
    Autocorrelation
    Application programs
    Software packages
    Statistical methods
    adaptive management
    foot and mouth disease
    decision making
    policy
    disease control

    Research Output 2002 2019

    • 1790 Citations
    • 23 h-Index
    • 75 Article
    • 5 Comment/debate
    • 3 Review article
    • 2 Letter

    A spatial regression model for the disaggregation of areal unit based data to high-resolution grids with application to vaccination coverage mapping

    Utazi, C. E., Thorley, J., Alegana, V. A., Ferrari, M. J., Nilsen, K., Takahashi, S., Metcalf, C. J. E., Lessler, J. & Tatem, A. J., Nov 1 2019, In : Statistical Methods in Medical Research. 28, 10-11, p. 3226-3241 16 p.

    Research output: Contribution to journalArticle

    Open Access
    Disaggregation
    Vaccination
    Spatial Model
    Regression Model
    Coverage
    3 Citations (Scopus)

    Characterizing the impact of spatial clustering of susceptibility for measles elimination

    Truelove, S. A., Graham, M., Moss, W. J., Metcalf, C. J. E., Ferrari, M. J. & Lessler, J., Jan 29 2019, In : Vaccine. 37, 5, p. 732-741 10 p.

    Research output: Contribution to journalArticle

    Measles
    Cluster Analysis
    Vaccination
    vaccination
    Population

    Concurrent assessment of epidemiological and operational uncertainties for optimal outbreak control: Ebola as a case study

    Li, S. L., Ferrari, M. J., Bjornstad, O. N., Runge, M. C., Fonnesbeck, C. J., Tildesley, M. J., Pannell, D. & Shea, K., Jun 26 2019, In : Proceedings of the Royal Society B: Biological Sciences. 286, 1905, 20190774.

    Research output: Contribution to journalArticle

    Open Access
    Uncertainty
    Disease Outbreaks
    uncertainty
    case studies
    Budgets
    2 Citations (Scopus)

    Context matters: Using reinforcement learning to develop human-readable, state-dependent outbreak response policies

    Probert, W. J. M., Lakkur, S., Fonnesbeck, C. J., Shea, K., Runge, M. C., Tildesley, M. J. & Ferrari, M. J., Jan 1 2019, In : Philosophical Transactions of the Royal Society B: Biological Sciences. 374, 1776, 20180277.

    Research output: Contribution to journalArticle

    Open Access
    Reinforcement learning
    Disease Outbreaks
    learning
    Learning
    infectious diseases
    5 Citations (Scopus)

    Estimates of case-fatality ratios of measles in low-income and middle-income countries: a systematic review and modelling analysis

    Portnoy, A., Jit, M., Ferrari, M. J., Hanson, M., Brenzel, L. & Verguet, S., Apr 1 2019, In : The Lancet Global Health. 7, 4, p. e472-e481

    Research output: Contribution to journalArticle

    Open Access
    Measles
    Mortality
    Linear Models
    Geography
    Uncertainty