Concepedia

Cohort Phenotyping

Cohort Phenotyping is the systematic process of identifying and characterizing specific subgroups within a population based on shared phenotypic traits, distinguished by its application of supervised learning methods to classify and validate these subgroups using labeled biological or clinical data.

57

Publications

3.8K

Citations

696

Authors

317

Institutions

Publications per year

2017–2026

45

Parents

Publications

57

Understanding Heterogeneity in Clinical Cohorts Using Normative Models: Beyond Case-Control Studies

André F. Marquand, Iead Rezek, Jan K. Buitelaar et al. · Biological Psychiatry · 2016 · 713 citations · Full text

, , +14

Phenotyping Cardiogenic Shock

Elric Zweck, Katherine Thayer, Ole Kristian Lerche Helgestad et al. · Journal of the American Heart Association · 2021 · 251 citations · Full text

, , +15

Cohort Profile: The North American AIDS Cohort Collaboration on Research and Design (NA-ACCORD)

Stephen J. Gange, Mari M. Kitahata, Michael S Saag et al. · International Journal of Epidemiology · 2007 · 212 citations · Full text

, , +13

Cohort Profile: Growing Up in New Zealand

Susan Morton, Polly E. Atatoa Carr, Cameron Grant et al. · International Journal of Epidemiology · 2012 · 208 citations · Full text

, , +7

Validation and utility of ARDS subphenotypes identified by machine-learning models using clinical data: an observational, multicohort, retrospective analysis

The Lancet Respiratory Medicine · 2022 · 180 citations · Full text

, , +16

1–5 of 57

Authors

696

  1. IJ
    Ian J. Deary

    University of Edinburgh, United Kingdom

    3 publications · 153 citations

    3

    h-index

  2. KL
    Kathryn L. Evans

    University of Edinburgh, United Kingdom

    3 publications · 153 citations

    3

    h-index

  3. AD
    Alison D. Murray

    University of Aberdeen, United Kingdom

    3 publications · 153 citations

    3

    h-index

  4. DJ
    Donald J. MacIntyre

    University of Edinburgh, United Kingdom

    3 publications · 153 citations

    3

    h-index

  5. AM
    Andrew M. McIntosh

    University of Edinburgh, United Kingdom

    3 publications · 153 citations

    3

    h-index

1–5 of 696

Institutions

317

  1. Inserm

    Paris, France

    4 h-index

    27 publications

    2K citations

  2. University of Edinburgh

    Edinburgh, United Kingdom

    4 h-index

    50 publications

    2.3K citations

  3. University College London

    London, United Kingdom

    4 h-index

    14 publications

    327 citations

  4. University of Dundee

    Dundee, United Kingdom

    4 h-index

    14 publications

    560 citations

  5. University of Copenhagen

    Copenhagen, Denmark

    4 h-index

    16 publications

    967 citations

  6. King's College London

    London, United Kingdom

    4 h-index

    7 publications

    930 citations

  7. Erasmus MC

    Rotterdam, The Netherlands

    3 h-index

    9 publications

    118 citations

  8. Université de Montréal

    Montreal, Canada

    3 h-index

    5 publications

    345 citations

1–8 of 317

Venues

  1. International Journal of Epidemiology

    13 publications · 1.1K citations

    12

    h-index

  2. BMJ Open

    5 publications · 202 citations

    5

    h-index

  3. Wellcome Open Research

    2 publications · 62 citations

    2

    h-index

  4. Heart

    2 publications · 162 citations

    2

    h-index

  5. Journal of the American Heart Association

    JAHA · 2 publications · 273 citations

    2

    h-index

1–5