Concepedia

Phenotype Variable Selection

Phenotype Variable Selection is a feature engineering method that identifies and retains the most relevant variables from phenotypic data to improve model performance, interpretability, and generalizability in biomedical and clinical prediction tasks.

14

Publications

855

Citations

67

Authors

34

Institutions

Publications per year

2017–2026

5

Parents

Publications

14

Controlling false discoveries in high-dimensional situations: boosting with stability selection

Benjamin Hofner, Luigi Boccuto, Markus Göker · BMC Bioinformatics · 2015 · 174 citations · Full text

, , +8

Feature selection and classification model construction on type 2 diabetic patients’ data

Yue Huang, Paul McCullagh, N.D. Black et al. · Artificial Intelligence in Medicine · 2007 · 173 citations

, , +17

Invasion fronts with variable motility: Phenotype selection, spatial sorting and wave acceleration

Émeric Bouin, Vincent Calvez, Nicolas Meunier et al. · Comptes Rendus Mathématique · 2012 · 131 citations · Full text

, , +13

Prospective, phenotype-driven selection of critically ill neonates for rapid exome sequencing is associated with high diagnostic yield

Cynthia S. Gubbels, Grace E. VanNoy, Jill A. Madden et al. · Genetics in Medicine · 2019 · 121 citations · Full text

, , +17

Dynamics of bacterial phenotype selection in a colonized host

Glenn F. Webb, Martin J. Blaser · Proceedings of the National Academy of Sciences · 2002 · 55 citations · Full text

, , +17

1–5 of 14

Authors

67

  1. SC
    Samuel Crofts

    The University of Melbourne, Australia

    1 publications · 15 citations

    1

    h-index

  2. SM
    Samuel Müller

    The University of Sydney, Australia

    1 publications · 12 citations

    1

    h-index

  3. JM
    Joan M. Stoler

    Boston Children's Hospital, United States

    1 publications · 121 citations

    1

    h-index

  4. SH
    Sean H. Adams

    University of California, Davis, United States

    1 publications · 12 citations

    1

    h-index

  5. JA
    Jill A. Madden

    Boston Children's Hospital, United States

    1 publications · 121 citations

    1

    h-index

1–5 of 67

Institutions

34

  1. Universidade Federal de São Carlos

    São Carlos, Brazil

    1 h-index

    2 publications

    20 citations

  2. Brigham and Women's Hospital

    Boston, United States

    1 h-index

    1 publications

    121 citations

  3. Département mathématiques, informatique, sciences de la donnée et technologies du numérique

    Castanet-Tolosan, France

    1 h-index

    1 publications

    131 citations

  4. Laboratoire Jacques-Louis Lions

    Paris, France

    1 h-index

    1 publications

    131 citations

  5. University of California, Irvine

    Irvine, United States

    1 h-index

    1 publications

    27 citations

  6. Boston Children's Museum

    Boston, United States

    1 h-index

    1 publications

    121 citations

  7. Texas A&M Health Science Center

    College Station, United States

    1 h-index

    1 publications

    12 citations

  8. Centre de Mathématiques Appliquées de l'École polytechnique

    Palaiseau, France

    1 h-index

    1 publications

    131 citations

1–8 of 34

Venues

  1. 2

    h-index

  2. REVISTA BRASILEIRA DE BIOMETRIA

    1 publications · 10 citations

    1

    h-index

  3. Bird Study

    1 publications · 22 citations

    1

    h-index

  4. Soft Computing

    1 publications · 14 citations

    1

    h-index

  5. Biology & Philosophy

    1 publications · 27 citations

    1

    h-index

1–5