Concepedia

Diagnostic Analytics

Diagnostic Analytics is a category of data analysis techniques that constitutes the process of examining data and content to determine the causes of observed outcomes by identifying patterns, correlations, and anomalies underlying past performance, thereby distinguishing it from descriptive, predictive, and prescriptive analytics through its focus on causal inference.

62

Publications

4.9K

Citations

306

Authors

155

Institutions

Publications per year

2017–2026

34

Parents

Children

Publications

62

Meta-Analyst: software for meta-analysis of binary, continuous and diagnostic data

Byron Wallace, Christopher H. Schmid, Joseph Lau et al. · BMC Medical Research Methodology · 2009 · 667 citations · Full text

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Correlating instrumentation data to system states: a building block for automated diagnosis and control

Ira L. Cohen, Moisés Goldszmidt, Terence Kelly et al. · 2004 · 476 citations

, , +16

Metandi: Meta-analysis of Diagnostic Accuracy Using Hierarchical Logistic Regression

Roger Harbord, Penny Whiting · The Stata Journal Promoting communications on statistics and Stata · 2009 · 466 citations · Full text

, , +15

Interacting with Predictions

Josua Krause, Adam Perer, Kenney Ng · 2016 · 393 citations

, , +17

Bias in Sensitivity and Specificity Caused by Data-Driven Selection of Optimal Cutoff Values: Mechanisms, Magnitude, and Solutions

Mariska Leeflang, Karel G.M. Moons, Johannes B. Reitsma et al. · Clinical Chemistry · 2008 · 336 citations · Full text

, , +16

1–5 of 62

Authors

306

  1. EH
    Eric Horvitz

    Microsoft (United States), United States

    2 publications · 40 citations

    2

    h-index

  2. AB
    Arezoo Bagheri

    Universiti Putra Malaysia, Malaysia

    2 publications · 27 citations

    2

    h-index

  3. TS
    Tessa S. Cook

    University of Pennsylvania, United States

    2 publications · 40 citations

    2

    h-index

  4. NK
    Noel K. Maclaren

    University of Florida, United States

    2 publications · 63 citations

    2

    h-index

  5. VL
    Víctor Leiva

    Pontificia Universidad Católica de Valparaíso, Chile

    2 publications · 52 citations

    2

    h-index

1–5 of 306

Institutions

155

  1. Johns Hopkins University

    Baltimore, United States

    3 h-index

    7 publications

    154 citations

  2. Microsoft (United States)

    Redmond, United States

    3 h-index

    8 publications

    160 citations

  3. University of Florida

    Gainesville, United States

    2 h-index

    3 publications

    85 citations

  4. Hospital of the University of Pennsylvania

    Philadelphia, United States

    2 h-index

    4 publications

    70 citations

  5. University Hospitals of Cleveland

    Cleveland, United States

    2 h-index

    2 publications

    42 citations

  6. University of Chicago

    Chicago, United States

    2 h-index

    4 publications

    72 citations

  7. University of Alabama

    Tuscaloosa, United States

    2 h-index

    4 publications

    60 citations

  8. Harvard University

    Cambridge, United States

    2 h-index

    2 publications

    45 citations

1–8 of 155

Venues

  1. Journal of the American College of Radiology

    JACR · 2 publications · 40 citations

    2

    h-index

  2. Diabetes

    2 publications · 63 citations

    2

    h-index

  3. Journal of Pathology Informatics

    2 publications · 31 citations

    2

    h-index

  4. Statistical Methods in Medical Research

    1 publications · 23 citations

    1

    h-index

  5. The VLDB Journal

    1 publications · 59 citations

    1

    h-index

1–5