Concepedia

Explainable Diagnostic Systems

Explainable Diagnostic Systems is a diagnostic decision support framework that, as a singular concept, belongs to the class of computational systems designed for medical diagnosis and is differentiated by its intrinsic capacity to provide transparent, interpretable, and clinically meaningful justifications for its diagnostic outputs.

43

Publications

6.2K

Citations

144

Authors

92

Institutions

Publications per year

2017–2026

30

Parents

Publications

43

A theory of diagnosis from first principles

Raymond Reiter · Artificial Intelligence · 1987 · 2.9K citations

, , +6

Designing Theory-Driven User-Centric Explainable AI

Danding Wang, Qian Yang, Ashraf Abdul et al. · 2019 · 848 citations

, , +16

Unbox the black-box for the medical explainable AI via multi-modal and multi-centre data fusion: A mini-review, two showcases and beyond

Guang Yang, Qinghao Ye, Jun Xia · Information Fusion · 2021 · 698 citations · Full text

, , +17

The four dimensions of contestable AI diagnostics - A patient-centric approach to explainable AI

Thomas Ploug, Søren Holm · Artificial Intelligence in Medicine · 2020 · 141 citations · Full text

, , +13

The explainability paradox: Challenges for xAI in digital pathology

Theodore Evans, Carl Orge Retzlaff, Christian Geißler et al. · Future Generation Computer Systems · 2022 · 137 citations · Full text

, , +14

1–5 of 43

Authors

144

  1. JX
    Jun Xia

    Shenzhen Second People's Hospital, China

    2 publications · 713 citations

    2

    h-index

  2. CE
    Carlos E. Berganza

    Universidad de San Carlos de Guatemala, Guatemala

    2 publications · 51 citations

    2

    h-index

  3. GY
    Guang Yang

    Imperial College London, United Kingdom

    2 publications · 713 citations

    2

    h-index

  4. QY
    Qinghao Ye

    Imperial College London, United Kingdom

    2 publications · 713 citations

    2

    h-index

  5. JE
    Juan E. Mezzich

    Icahn School of Medicine at Mount Sinai, United States

    2 publications · 51 citations

    2

    h-index

1–5 of 144

Institutions

92

  1. New York University

    New York, United States

    3 h-index

    3 publications

    87 citations

  2. Imperial College London

    London, United Kingdom

    2 h-index

    2 publications

    713 citations

  3. Universidad de San Carlos de Guatemala

    Guatemala City, Guatemala

    2 h-index

    2 publications

    51 citations

  4. University of California San Diego

    San Diego, United States

    2 h-index

    2 publications

    713 citations

  5. Icahn School of Medicine at Mount Sinai

    New York, United States

    2 h-index

    2 publications

    51 citations

  6. University of Manchester

    Manchester, United Kingdom

    1 h-index

    1 publications

    141 citations

  7. Delft University of Technology

    Delft, The Netherlands

    1 h-index

    1 publications

    36 citations

  8. Royal Brompton Hospital

    London, United Kingdom

    1 h-index

    1 publications

    698 citations

1–8 of 92

Venues

  1. arXiv (Cornell University)

    Repository · 4 publications · 97 citations

    4

    h-index

  2. Artificial Intelligence in Medicine

    AIM · 2 publications · 172 citations

    2

    h-index

  3. Knowledge-Based Systems

    2 publications · 47 citations

    2

    h-index

  4. Expert Systems with Applications

    2 publications · 50 citations

    2

    h-index

  5. Computers in Biology and Medicine

    2 publications · 137 citations

    2

    h-index

1–5