Concepedia

Integrative Clustering

Integrative Clustering is a computational method that partitions multi-omic datasets into coherent subgroups by simultaneously accounting for interdependencies across distinct molecular data types to reveal biologically meaningful clusters not discernible from individual omics layers alone.

52

Publications

6.2K

Citations

282

Authors

136

Institutions

Publications per year

2017–2026

36

Parents

Publications

52

Whole-Genome and Epigenomic Landscapes of Etiologically Distinct Subtypes of Cholangiocarcinoma

Apinya Jusakul, Ioana Cutcutache, Chern Han Yong et al. · Cancer Discovery · 2017 · 989 citations · Full text

, , +17

Integrative clustering of multiple genomic data types using a joint latent variable model with application to breast and lung cancer subtype analysis

Ronglai Shen, Adam B. Olshen, Marc Ladanyi · Bioinformatics · 2009 · 891 citations · Full text

, , +17

Integrative clustering of multiple genomic data types using a joint latent variable model with application to breast and lung cancer subtype analysis

Ronglai Shen, Adam B. Olshen, Marc Ladanyi · Bioinformatics · 2010 · 595 citations · Full text

, , +17

Pattern discovery and cancer gene identification in integrated cancer genomic data

Qianxing Mo, Sijian Wang, Venkatraman Seshan et al. · Proceedings of the National Academy of Sciences · 2013 · 509 citations · Full text

, , +17

<i>TP53</i> Mutation Spectrum in Breast Cancer Is Subtype Specific and Has Distinct Prognostic Relevance

Laxmi Silwal‐Pandit, Hans Kristian Moen Vollan, Suet‐Feung Chin et al. · Clinical Cancer Research · 2014 · 313 citations

, , +17

1–5 of 52

Authors

282

  1. RS
    Ronglai Shen

    Memorial Sloan Kettering Cancer Center, United States

    4 publications · 1.9K citations

    4

    h-index

  2. QM
    Qianxing Mo

    Baylor College of Medicine, United States

    4 publications · 993 citations

    4

    h-index

  3. CC
    Carlos Caldas

    University of Cambridge, United Kingdom

    3 publications · 487 citations

    3

    h-index

  4. AB
    Adam B. Olshen

    University of California, San Francisco, United States

    3 publications · 2K citations

    3

    h-index

  5. BL
    Brooke L. Fridley

    Mayo Clinic, United States

    3 publications · 332 citations

    3

    h-index

1–5 of 282

Institutions

136

  1. University of Cambridge

    Cambridge, United Kingdom

    6 h-index

    18 publications

    1.7K citations

  2. Memorial Sloan Kettering Cancer Center

    New York, United States

    5 h-index

    7 publications

    4.2K citations

  3. University of Kansas Medical Center

    Kansas City, United States

    4 h-index

    9 publications

    535 citations

  4. The University of Texas MD Anderson Cancer Center

    Houston, United States

    4 h-index

    7 publications

    780 citations

  5. Tsinghua University

    Beijing, China

    3 h-index

    9 publications

    1.9K citations

  6. Cambridge University Hospitals NHS Foundation Trust

    Cambridge, United Kingdom

    3 h-index

    6 publications

    713 citations

  7. Addenbrooke's Hospital

    Cambridge, United Kingdom

    3 h-index

    5 publications

    661 citations

  8. University of Wisconsin–Madison

    Madison, United States

    3 h-index

    3 publications

    899 citations

1–8 of 136

Venues

  1. Bioinformatics

    6 publications · 1.8K citations

    6

    h-index

  2. Briefings in Bioinformatics

    3 publications · 69 citations

    3

    h-index

  3. BMC Genomics

    2 publications · 376 citations

    2

    h-index

  4. Clinical Cancer Research

    2 publications · 348 citations

    2

    h-index

  5. PubMed

    Repository · 2 publications · 61 citations

    2

    h-index

1–5