Concepedia

Subphenotype Discovery

Subphenotype Discovery is a computational methodology within the domain of clinical phenotyping that identifies distinct, biologically meaningful subgroups of a disease characterized by heterogeneous manifestations through the systematic analysis of high-dimensional patient data, primarily leveraging natural language processing to extract and structure phenotypic information from unstructured electronic health records.

113

Publications

11.3K

Citations

1.2K

Authors

432

Institutions

Publications per year

2017–2026

63

Parents

Publications

113

Subphenotypes in acute respiratory distress syndrome: latent class analysis of data from two randomised controlled trials

Carolyn S. Calfee, Kevin Delucchi, Polly E. Parsons et al. · The Lancet Respiratory Medicine · 2014 · 1.5K citations · Full text

, , +10

Systematic comparison of phenome-wide association study of electronic medical record data and genome-wide association study data

Joshua C. Denny, Lisa Bastarache, Marylyn D. Ritchie et al. · Nature Biotechnology · 2013 · 1.1K citations · Full text

, , +16

Acute Respiratory Distress Syndrome Subphenotypes Respond Differently to Randomized Fluid Management Strategy

Katie R. Famous, Kevin Delucchi, Lorraine B. Ware et al. · American Journal of Respiratory and Critical Care Medicine · 2016 · 840 citations · Full text

, , +16

Subclass Mapping: Identifying Common Subtypes in Independent Disease Data Sets

Yujin Hoshida, Jean-Philippe Brunet, Pablo Tamayo et al. · PLoS ONE · 2007 · 671 citations · Full text

, , +17

A text-mining analysis of the human phenome

Marc A. van Driel, Jorn Bruggeman, Gert Vriend et al. · European Journal of Human Genetics · 2006 · 669 citations · Full text

, , +14

1–5 of 113

Authors

1.2K

  1. CS
    Carolyn S. Calfee

    University of California, San Francisco, United States

    8 publications · 3.2K citations

    8

    h-index

  2. KD
    Kevin Delucchi

    University of California, San Francisco, United States

    7 publications · 2.9K citations

    7

    h-index

  3. YL
    Yuan Luo

    Northwestern University, United States

    7 publications · 304 citations

    6

    h-index

  4. MA
    Michael A. Matthay

    University of California, San Francisco, United States

    5 publications · 2K citations

    5

    h-index

  5. JA
    Jennifer A. Pacheco

    Northwestern University, United States

    5 publications · 1.3K citations

    5

    h-index

1–5 of 1.2K

Institutions

432

  1. University of California, San Francisco

    San Francisco, United States

    14 h-index

    74 publications

    12.9K citations

  2. University of Pennsylvania

    Philadelphia, United States

    11 h-index

    26 publications

    1.7K citations

  3. Northwestern University

    Evanston, United States

    10 h-index

    30 publications

    5.8K citations

  4. University of Pittsburgh

    Pittsburgh, United States

    9 h-index

    35 publications

    2.1K citations

  5. Harvard University

    Cambridge, United States

    8 h-index

    15 publications

    1.4K citations

  6. University of Washington

    Seattle, United States

    8 h-index

    18 publications

    4.9K citations

  7. Cornell University

    Ithaca, United States

    7 h-index

    37 publications

    2.1K citations

  8. Massachusetts General Hospital

    Boston, United States

    7 h-index

    19 publications

    3.2K citations

1–8 of 432

Venues

  1. Bioinformatics

    4 publications · 96 citations

    4

    h-index

  2. Critical Care

    CC · 5 publications · 274 citations

    4

    h-index

  3. American Journal of Respiratory and Critical Care Medicine

    AJRCCM · 4 publications · 1.5K citations

    4

    h-index

  4. Inflammatory Bowel Diseases

    3 publications · 159 citations

    3

    h-index

  5. PLoS ONE

    3 publications · 721 citations

    3

    h-index

1–5