Concepedia

Cross-validated Survival Models

Cross-Validated Survival Models is a survival modeling methodology that employs cross-validation techniques to assess and optimize the generalizability of survival predictions by systematically partitioning data into training and validation sets to mitigate overfitting and ensure robust performance across diverse cohorts.

47

Publications

4.7K

Citations

401

Authors

141

Institutions

Publications per year

2017–2026

21

Parents

Publications

47

Ridge Estimators in Logistic Regression

Saskia le Cessie, Hans C. van Houwelingen · Journal of the Royal Statistical Society Series C (Applied Statistics) · 1992 · 1.7K citations

, , +17

Cross‐validation in survival analysis

Hans C. van Houwelingen · Statistics in Medicine · 1993 · 272 citations

, , +16

Using cross-validation to evaluate predictive accuracy of survival risk classifiers based on high-dimensional data

Richard Simon, J. Subramanian, Ming Li et al. · Briefings in Bioinformatics · 2011 · 228 citations · Full text

, , +15

Social Support and Self-Reported Health Status of Older Adults in the United States

Ann Marie White, G. Stephane Philogene, Lawrence J. Fine et al. · American Journal of Public Health · 2009 · 227 citations · Full text

, , +10

Survival prediction in mesothelioma using a scalable Lasso regression model: instructions for use and initial performance using clinical predictors

Andrew Kidd, Michael McGettrick, Selina Tsim et al. · BMJ Open Respiratory Research · 2018 · 223 citations · Full text

, , +17

1–5 of 47

Authors

401

  1. HC
    Hans C. van Houwelingen

    Leiden University Medical Center, Netherlands

    4 publications · 2.2K citations

    4

    h-index

  2. SM
    Shigeyuki Matsui

    Nagoya University, Japan

    3 publications · 193 citations

    3

    h-index

  3. RS
    Richard Simon

    National Cancer Institute, United States

    2 publications · 280 citations

    2

    h-index

  4. FE
    Frank E. Harrell

    Vanderbilt University, United States

    2 publications · 194 citations

    2

    h-index

  5. SL
    Saskia le Cessie

    Leiden University Medical Center, Netherlands

    2 publications · 1.7K citations

    2

    h-index

1–5 of 401

Institutions

141

  1. Inserm

    Paris, France

    3 h-index

    10 publications

    189 citations

  2. Leiden University

    Leiden, The Netherlands

    3 h-index

    5 publications

    3.7K citations

  3. Keele University

    Newcastle-under-Lyme, United Kingdom

    2 h-index

    12 publications

    663 citations

  4. University of Oxford

    Oxford, United Kingdom

    2 h-index

    3 publications

    190 citations

  5. Nagoya University

    Nagoya, Japan

    2 h-index

    2 publications

    122 citations

  6. Duke University

    Durham, United States

    2 h-index

    10 publications

    350 citations

  7. National Cancer Institute

    Bethesda, United States

    2 h-index

    7 publications

    540 citations

  8. University of Alabama at Birmingham

    Birmingham, United States

    2 h-index

    6 publications

    229 citations

1–8 of 141

Venues

  1. Statistics in Medicine

    6 publications · 675 citations

    6

    h-index

  2. Computers in Biology and Medicine

    2 publications · 83 citations

    2

    h-index

  3. Frontiers in Cardiovascular Medicine

    2 publications · 39 citations

    2

    h-index

  4. Scientific Reports

    2 publications · 87 citations

    2

    h-index

  5. 1

    h-index

1–5