Concepedia

Multi-omics Subtyping

Multi-Omics Subtyping is a computational disease subtyping methodology that integrates multiple molecular data types—such as genomics, transcriptomics, proteomics, and epigenomics—to identify distinct disease subgroups based on coordinated biological variations across regulatory layers.

161

Publications

9.1K

Citations

1.8K

Authors

677

Institutions

Publications per year

2017–2026

147

Parents

Publications

161

Deep Learning–Based Multi-Omics Integration Robustly Predicts Survival in Liver Cancer

Kumardeep Chaudhary, Olivier Poirion, Liangqun Lu et al. · Clinical Cancer Research · 2017 · 1.1K citations · Full text

, , +17

Molecular subtyping of Alzheimer’s disease using RNA sequencing data reveals novel mechanisms and targets

Ryan Neff, Minghui Wang, Sezen Vatansever et al. · Science Advances · 2021 · 332 citations · Full text

, , +16

NEMO: cancer subtyping by integration of partial multi-omic data

Nimrod Rappoport, Ron Shamir · Bioinformatics · 2019 · 276 citations · Full text

, , +15

Genomic and Transcriptomic Characterization of Natural Killer T Cell Lymphoma

Jie Xiong, Bowen Cui, Nan Wang et al. · Cancer Cell · 2020 · 235 citations · Full text

, , +17

<i>MOVICS</i> : an R package for multi-omics integration and visualization in cancer subtyping

Xiaofan Lu, Jialin Meng, Yujie Zhou et al. · Bioinformatics · 2020 · 222 citations · Full text

, , +17

1–5 of 161

Authors

1.8K

  1. TN
    Tin Nguyen

    University of Nevada, Reno, United States

    3 publications · 211 citations

    3

    h-index

  2. DA
    David A. Bennett

    Rush University Medical Center, United States

    3 publications · 198 citations

    3

    h-index

  3. TK
    Tanja Kunej

    University of Ljubljana, Slovenia

    3 publications · 93 citations

    3

    h-index

  4. DT
    Dimas Tadeu Covas

    Universidade de São Paulo, Brazil

    2 publications · 42 citations

    2

    h-index

  5. LB
    Letícia Bruna Corrêa Penariol

    Universidade de São Paulo, Brazil

    2 publications · 42 citations

    2

    h-index

1–5 of 1.8K

Institutions

677

  1. Sun Yat-sen University

    Guangzhou, China

    7 h-index

    35 publications

    1.1K citations

  2. Inserm

    Paris, France

    7 h-index

    70 publications

    4.5K citations

  3. Harvard University

    Cambridge, United States

    6 h-index

    16 publications

    660 citations

  4. Brigham and Women's Hospital

    Boston, United States

    5 h-index

    9 publications

    329 citations

  5. University of Toronto

    Toronto, Canada

    5 h-index

    5 publications

    118 citations

  6. Fudan University

    Shanghai, China

    5 h-index

    60 publications

    3.5K citations

  7. Chinese Academy of Sciences

    Beijing, China

    5 h-index

    54 publications

    1.9K citations

  8. Icahn School of Medicine at Mount Sinai

    New York, United States

    5 h-index

    33 publications

    7.8K citations

1–8 of 677

Venues

  1. Bioinformatics

    7 publications · 753 citations

    7

    h-index

  2. Frontiers in Oncology

    6 publications · 178 citations

    6

    h-index

  3. Frontiers in Immunology

    5 publications · 99 citations

    5

    h-index

  4. Briefings in Bioinformatics

    5 publications · 258 citations

    5

    h-index

  5. Frontiers in Genetics

    4 publications · 99 citations

    4

    h-index

1–5