Concepedia

Sequential Decision Support

Sequential Decision Support is a computational framework that systematically guides diagnostic reasoning over time by integrating temporal evidence and dynamically updating probabilistic assessments to recommend optimal diagnostic actions in sequence.

60

Publications

2.4K

Citations

198

Authors

106

Institutions

Publications per year

2017–2026

21

Parents

Publications

60

Informing sequential clinical decision-making through reinforcement learning: an empirical study

Susan M. Shortreed, Eric B. Laber, Daniel J. Lizotte et al. · Machine Learning · 2010 · 204 citations · Full text

, , +11

Optimal medication dosing from suboptimal clinical examples: A deep reinforcement learning approach

Shamim Nemati, Mohammad M. Ghassemi, Gari D. Clifford · 2016 · 194 citations

, , +16

A sequential-decision strategy for abating climate change

James K. Hammitt, Robert J. Lempert, Michael E. Schlesinger · Nature · 1992 · 182 citations

, , +9

Algorithmic sequential decision-making in the frequency domain for life threatening ventricular arrhythmias and imitative artefacts: a diagnostic system

Senén Barro, D. Cabello, José Mira · Journal of Biomedical Engineering · 1989 · 155 citations

, , +17

Decision-Theoretic Planning

Jim Blythe · 1999 · 138 citations

, , +10

1–5 of 60

Authors

198

  1. DJ
    Daniel J. Lizotte

    Western University, Canada

    4 publications · 367 citations

    4

    h-index

  2. SA
    Susan A. Murphy

    University of Michigan, United States

    3 publications · 314 citations

    3

    h-index

  3. JP
    Joëlle Pineau

    McGill University, Canada

    2 publications · 226 citations

    2

    h-index

  4. EB
    Eric B. Laber

    North Carolina State University, United States

    2 publications · 257 citations

    2

    h-index

  5. MB
    Michael Bowling

    University of Alberta, Canada

    2 publications · 110 citations

    2

    h-index

1–5 of 198

Institutions

106

  1. University of Michigan

    Ann Arbor, United States

    3 h-index

    6 publications

    679 citations

  2. University of Alberta

    Edmonton, Canada

    2 h-index

    2 publications

    63 citations

  3. Radboud University Nijmegen

    Nijmegen, The Netherlands

    2 h-index

    6 publications

    78 citations

  4. National University of Singapore

    Singapore, Singapore

    2 h-index

    2 publications

    54 citations

  5. SingHealth

    Singapore, Singapore

    2 h-index

    4 publications

    120 citations

  6. University of Waterloo

    Waterloo, Canada

    2 h-index

    2 publications

    110 citations

  7. Carnegie Mellon University

    Pittsburgh, United States

    2 h-index

    3 publications

    192 citations

  8. Université Paris Cité

    Paris, France

    2 h-index

    3 publications

    55 citations

1–8 of 106

Venues

  1. Artificial Intelligence in Medicine

    AIM · 2 publications · 85 citations

    2

    h-index

  2. PubMed

    Repository · 2 publications · 124 citations

    2

    h-index

  3. arXiv (Cornell University)

    Repository · 2 publications · 30 citations

    2

    h-index

  4. Informing Science and IT Education Conference

    IS · Conference · 1 publications · 22 citations

    1

    h-index

  5. Drugs - Real World Outcomes

    1 publications · 12 citations

    1

    h-index

1–5