Concepedia

Unsupervised Phenotype Discovery

Unsupervised Phenotype Discovery is a computational method within the domain of computational phenotyping that identifies novel, data-driven patient subgroups from unlabeled electronic health records through pattern recognition without prior clinical labels or supervision.

138

Publications

11.1K

Citations

1.7K

Authors

540

Institutions

Publications per year

2017–2026

118

Parents

Children

Publications

138

Identification of Asthma Phenotypes Using Cluster Analysis in the Severe Asthma Research Program

Wendy C. Moore, Deborah A. Meyers, Sally E. Wenzel et al. · American Journal of Respiratory and Critical Care Medicine · 2009 · 2.1K citations

, , +16

Derivation, Validation, and Potential Treatment Implications of Novel Clinical Phenotypes for Sepsis

Christopher Seymour, Jason Kennedy, Shu Wang et al. · JAMA · 2019 · 1.5K citations · Full text

, , +17

Identifying facial phenotypes of genetic disorders using deep learning

Yaron Gurovich, Yair Hanani, Omri Bar et al. · Nature Medicine · 2018 · 732 citations

, , +16

Unsupervised Analysis of Transcriptomics in Bacterial Sepsis Across Multiple Datasets Reveals Three Robust Clusters

Timothy E. Sweeney, Tej D. Azad, Michele Donato et al. · Critical Care Medicine · 2018 · 364 citations

, , +13

Unsupervised phenotyping of Severe Asthma Research Program participants using expanded lung data

Wei Wu, Eugene R. Bleecker, Wendy C. Moore et al. · Journal of Allergy and Clinical Immunology · 2014 · 321 citations · Full text

, , +14

1–5 of 138

Authors

1.7K

  1. YL
    Yuan Luo

    Northwestern University, United States

    5 publications · 292 citations

    4

    h-index

  2. WC
    Wendy C. Moore

    Wake Forest University, United States

    3 publications · 2.6K citations

    3

    h-index

  3. HE
    Hossein Estiri

    Massachusetts General Hospital, United States

    5 publications · 393 citations

    3

    h-index

  4. NJ
    Neil J. Sebire

    University College London, United Kingdom

    3 publications · 188 citations

    3

    h-index

  5. CT
    Charat Thongprayoon

    Mayo Clinic, United States

    2 publications · 71 citations

    3

    h-index

1–5 of 1.7K

Institutions

540

  1. Harvard University

    Cambridge, United States

    8 h-index

    21 publications

    2.1K citations

  2. Inserm

    Paris, France

    7 h-index

    38 publications

    1.4K citations

  3. University of Toronto

    Toronto, Canada

    7 h-index

    20 publications

    1.3K citations

  4. University of Pittsburgh

    Pittsburgh, United States

    7 h-index

    42 publications

    26.8K citations

  5. Mayo Clinic

    Rochester, United States

    6 h-index

    13 publications

    420 citations

  6. University of Oxford

    Oxford, United Kingdom

    6 h-index

    20 publications

    482 citations

  7. Stanford University

    Stanford, United States

    6 h-index

    34 publications

    5.5K citations

  8. Brigham and Women's Hospital

    Boston, United States

    6 h-index

    10 publications

    1.6K citations

1–8 of 540

Venues

  1. PLoS ONE

    6 publications · 141 citations

    6

    h-index

  2. Journal of Biomedical Informatics

    4 publications · 289 citations

    4

    h-index

  3. Scientific Reports

    4 publications · 168 citations

    4

    h-index

  4. medRxiv

    Repository · 2 publications · 59 citations

    3

    h-index

  5. American Journal of Respiratory and Critical Care Medicine

    AJRCCM · 3 publications · 2.3K citations

    3

    h-index

1–5