Concepedia

Radiology Data Mining

Radiology Data Mining is a computational methodology within radiology informatics that systematically extracts, analyzes, and interprets patterns, correlations, and knowledge from large-scale radiological data sets through advanced algorithms and statistical techniques distinct from general data management or reporting functions in radiology information systems.

87

Publications

3.5K

Citations

319

Authors

183

Institutions

Publications per year

2017–2026

44

Parents

Publications

87

Artificial Intelligence and Machine Learning in Radiology: Opportunities, Challenges, Pitfalls, and Criteria for Success

James H. Thrall, Xiang Li, Quanzheng Li et al. · Journal of the American College of Radiology · 2018 · 709 citations

, , +14

Data mining with decision trees for diagnosis of breast tumor in medical ultrasonic images

Wen-Jia Kuo, Ruey‐Feng Chang, Dar‐Ren Chen et al. · Breast Cancer Research and Treatment · 2001 · 132 citations

, , +17

Predicting No-Shows in Radiology Using Regression Modeling of Data Available in the Electronic Medical Record

H. Benjamin Harvey, Liu Catherine, Jing Ai et al. · Journal of the American College of Radiology · 2017 · 110 citations

, , +11

Role of Big Data and Machine Learning in Diagnostic Decision Support in Radiology

Tanveer Syeda-Mahmood · Journal of the American College of Radiology · 2018 · 104 citations

, , +16

Natural History of Complex Renal Cysts: Clinical Evidence Supporting Active Surveillance

Thenappan Chandrasekar, Ardalan E. Ahmad, Kamel Fadaak et al. · The Journal of Urology · 2017 · 94 citations

, , +15

1–5 of 87

Authors

319

  1. ES
    Elizabeth S. Burnside

    University of Wisconsin–Madison, United States

    2 publications · 55 citations

    3

    h-index

  2. TS
    Tessa S. Cook

    University of Pennsylvania, United States

    3 publications · 84 citations

    3

    h-index

  3. MM
    M. Madheswaran

    Social Service Sericulture Project Trust, India

    3 publications · 57 citations

    3

    h-index

  4. KJ
    Keith J. Dreyer

    Massachusetts General Hospital, United States

    3 publications · 754 citations

    3

    h-index

  5. AE
    Ayman E. Khedr

    Helwan University, Egypt

    2 publications · 62 citations

    2

    h-index

1–5 of 319

Institutions

183

  1. Massachusetts General Hospital

    Boston, United States

    7 h-index

    30 publications

    6.1K citations

  2. Harvard University

    Cambridge, United States

    4 h-index

    20 publications

    6.1K citations

  3. Stanford University

    Stanford, United States

    4 h-index

    11 publications

    448 citations

  4. University of Wisconsin–Madison

    Madison, United States

    4 h-index

    11 publications

    306 citations

  5. Hospital of the University of Pennsylvania

    Philadelphia, United States

    4 h-index

    12 publications

    348 citations

  6. Mallinckrodt (United States)

    Hazelwood, United States

    3 h-index

    12 publications

    254 citations

  7. University of Toronto

    Toronto, Canada

    3 h-index

    13 publications

    870 citations

  8. Johns Hopkins Medicine

    Baltimore, United States

    2 h-index

    5 publications

    143 citations

1–8 of 183

Venues

  1. Journal of the American College of Radiology

    JACR · 11 publications · 1.2K citations

    11

    h-index

  2. Journal of Digital Imaging

    10 publications · 273 citations

    10

    h-index

  3. American Journal of Roentgenology

    AJR · 4 publications · 158 citations

    4

    h-index

  4. European Radiology

    3 publications · 142 citations

    3

    h-index

  5. Radiology Artificial Intelligence

    AI · 3 publications · 81 citations

    3

    h-index

1–5