Concepedia

Prediction Models

Prediction Model is a computational framework within the domain of predictive analytics that systematically integrates input variables and algorithmic logic to forecast the likelihood or magnitude of specific phenomena, such as asphaltene deposition in petroleum systems or clinical outcomes in patient care, by distinguishing patterns derived from empirical data.

8.3K

Publications

477.7K

Citations

38K

Authors

7.3K

Institutions

Publications per year

2017–2026

5.2K

Variants

Predictive Models

Parents

Publications

8.3K

Building Predictive Models in <i>R</i> Using the <b>caret</b> Package

Max Kühn · Journal of Statistical Software · 2008 · 9.3K citations · Full text

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Evaluating the added predictive ability of a new marker: From area under the ROC curve to reclassification and beyond

Michael J. Pencina, Ralph B. D' Agostino, Ralph B. D' Agostino et al. · Statistics in Medicine · 2007 · 6.3K citations · Full text

, , +17

Decision Curve Analysis: A Novel Method for Evaluating Prediction Models

Andrew J. Vickers, Elena B. Elkin · Medical Decision Making · 2006 · 5.5K citations · Full text

, , +17

Assessing the Performance of Prediction Models

Ewout W. Steyerberg, Andrew J. Vickers, Nancy R. Cook et al. · Epidemiology · 2009 · 4.9K citations · Full text

, , +17

Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD): the TRIPOD statement

Gary S. Collins, Johannes B. Reitsma, Douglas G. Altman et al. · BMJ · 2015 · 4K citations · Full text

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1–5 of 8.3K

Authors

38K

  1. EW
    Ewout W. Steyerberg

    Erasmus MC, Netherlands

    67 publications · 17.4K citations

    43

    h-index

  2. KG
    Karel G.M. Moons

    University Medical Center Utrecht, Netherlands

    51 publications · 25.1K citations

    42

    h-index

  3. GS
    Gary S. Collins

    University of Oxford, United Kingdom

    43 publications · 25.3K citations

    37

    h-index

  4. BV
    Ben Van Calster

    KU Leuven, Belgium

    39 publications · 10.7K citations

    34

    h-index

  5. RD
    Richard D Riley

    Keele University, United Kingdom

    36 publications · 14.1K citations

    32

    h-index

1–5 of 38K

Institutions

7.3K

  1. University Medical Center Utrecht

    Utrecht, The Netherlands

    60 h-index

    380 publications

    88.8K citations

  2. Harvard University

    Cambridge, United States

    49 h-index

    338 publications

    37.5K citations

  3. University of Oxford

    Oxford, United Kingdom

    47 h-index

    152 publications

    42.8K citations

  4. Leiden University Medical Center

    Leiden, The Netherlands

    46 h-index

    225 publications

    31.1K citations

  5. Erasmus MC

    Rotterdam, The Netherlands

    45 h-index

    331 publications

    29.6K citations

  6. KU Leuven

    Leuven, Belgium

    43 h-index

    189 publications

    25.9K citations

  7. Utrecht University

    Utrecht, The Netherlands

    41 h-index

    208 publications

    37.1K citations

  8. Stanford University

    Stanford, United States

    40 h-index

    211 publications

    22.8K citations

1–8 of 7.3K

Venues

  1. PLoS ONE

    170 publications · 11.2K citations

    54

    h-index

  2. Scientific Reports

    150 publications · 7.7K citations

    47

    h-index

  3. IEEE Access

    116 publications · 8.1K citations

    45

    h-index

  4. Applied Sciences

    81 publications · 3.2K citations

    31

    h-index

  5. arXiv (Cornell University)

    Repository · 64 publications · 4.1K citations

    29

    h-index

1–5