Concepedia

Adaptive Algorithms Regulation

Adaptive Algorithms Regulation is a regulatory framework that governs the development, validation, and deployment of machine learning algorithms in digital health devices, distinguished by its requirement for continuous monitoring, real-world performance assessment, and iterative updates to ensure safety, efficacy, and compliance as the algorithm evolves over time.

6

Publications

910

Citations

19

Authors

16

Institutions

Publications per year

2017–2026

5

Parents

Publications

6

Algorithmic regulation: A critical interrogation

Karen Yeung · Regulation & Governance · 2017 · 648 citations

, , +13

A distributed probabilistic system for adaptive regulation of image processing parameters

V. Morino, G.L. Foresti, Carlo S. Regazzoni · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 1996 · 120 citations

, , +17

Algorithm Change Protocols in the Regulation of Adaptive Machine Learning–Based Medical Devices

Stephen Gilbert, Martin C. Hirsch, Shubhanan Upadhyay et al. · Journal of Medical Internet Research · 2021 · 81 citations · Full text

, , +13

A Products Liability Framework for AI

Catherine M. Sharkey · Science and Technology Law Review · 2024 · 26 citations · Full text

, , +16

Defining change: Exploring expert views about the regulatory challenges in adaptive artificial intelligence for healthcare

Yves Saint James Aquino, Wendy Rogers, Susannah Louise Sage Jacobson et al. · Health Policy and Technology · 2024 · 21 citations · Full text

, , +16

1–5 of 6

Authors

19

  1. VM
    V. Morino

    University of Genoa, Italy

    1 publications · 120 citations

    1

    h-index

  2. CM
    Catherine M. Sharkey

    New York University, United States

    1 publications · 26 citations

    1

    h-index

  3. MM
    Meghavi Mashar

    University of Cambridge, United Kingdom

    1 publications · 20 citations

    1

    h-index

  4. CS
    Carlo S. Regazzoni

    University of Genoa, Italy

    1 publications · 120 citations

    1

    h-index

  5. NS
    Nicholas S. Peters

    Imperial College London, United Kingdom

    1 publications · 20 citations

    1

    h-index

1–5 of 19

Institutions

16

  1. King's College London

    London, United Kingdom

    2 h-index

    2 publications

    668 citations

  2. University of Genoa

    Genoa, Italy

    1 h-index

    3 publications

    360 citations

  3. Cardiorentis (Switzerland)

    Zug, Switzerland

    1 h-index

    1 publications

    81 citations

  4. Technische Universität Dresden

    Dresden, Germany

    1 h-index

    1 publications

    81 citations

  5. University of Lausanne

    Lausanne, Switzerland

    1 h-index

    1 publications

    81 citations

  6. Imperial College London

    London, United Kingdom

    1 h-index

    4 publications

    80 citations

  7. Massachusetts Institute of Technology

    Cambridge, United States

    1 h-index

    1 publications

    20 citations

  8. Universitätsklinikum Gießen und Marburg

    Giessen, Germany

    1 h-index

    1 publications

    81 citations

1–8 of 16

Venues

  1. Science and Technology Law Review

    1 publications · 26 citations

    1

    h-index

  2. Regulation & Governance

    1 publications · 648 citations

    1

    h-index

  3. Nature Medicine

    1 publications · 15 citations

    1

    h-index

  4. Journal of Medical Internet Research

    1 publications · 81 citations

    1

    h-index

  5. JMIR AI

    1 publications · 20 citations

    1

    h-index

1–5