Concepedia

Multi-omics Stratification

Multi-Omics Stratification is a patient stratification approach that integrates multiple layers of omics data—such as genomics, transcriptomics, proteomics, and metabolomics—to identify distinct patient subgroups based on comprehensive molecular profiles, thereby enabling more precise disease characterization and personalized treatment strategies.

36

Publications

2.9K

Citations

516

Authors

226

Institutions

Publications per year

2017–2026

30

Parents

Publications

36

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

Deep Learning-Based Multi-Omics Data Integration Reveals Two Prognostic Subtypes in High-Risk Neuroblastoma

Li Zhang, Chenkai Lv, Yaqiong Jin et al. · Frontiers in Genetics · 2018 · 229 citations · Full text

, , +17

A Cross-Species Analysis in Pancreatic Neuroendocrine Tumors Reveals Molecular Subtypes with Distinctive Clinical, Metastatic, Developmental, and Metabolic Characteristics

Anguraj Sadanandam, Stephan Wullschleger, Costas A. Lyssiotis et al. · Cancer Discovery · 2015 · 213 citations · Full text

, , +17

Integrated multi-omics analysis of oligodendroglial tumours identifies three subgroups of 1p/19q co-deleted gliomas

Aurélie Kamoun, Ahmed Idbaïh, Caroline Dehais et al. · Nature Communications · 2016 · 113 citations · Full text

, , +17

Measuring soil sustainability via soil resilience

Marie Ludwig, Paul Wilmes, Stefan Schrader · The Science of The Total Environment · 2017 · 102 citations · Full text

, , +15

1–5 of 36

Authors

516

  1. LX
    Lana X. Garmire

    University of Michigan, United States

    2 publications · 1.2K citations

    2

    h-index

  2. OP
    Olivier Poirion

    University of California San Diego, United States

    2 publications · 1.2K citations

    2

    h-index

  3. KC
    Kumardeep Chaudhary

    Institute of Microbial Technology, India

    2 publications · 1.2K citations

    2

    h-index

  4. LL
    Liangqun Lu

    University of Memphis, United States

    2 publications · 1.2K citations

    2

    h-index

  5. JM
    James M. Njunge

    Kenya Medical Research Institute, Kenya

    1 publications · 14 citations

    1

    h-index

1–5 of 516

Institutions

226

  1. Stanford University

    Stanford, United States

    3 h-index

    8 publications

    194 citations

  2. The University of Texas MD Anderson Cancer Center

    Houston, United States

    3 h-index

    5 publications

    196 citations

  3. Cancer Center of Hawaii

    Honolulu, United States

    2 h-index

    8 publications

    4.6K citations

  4. Christian-Albrechts-Universität zu Kiel

    Kiel, Germany

    2 h-index

    4 publications

    166 citations

  5. University of Hawaiʻi at Mānoa

    Honolulu, United States

    2 h-index

    6 publications

    2.5K citations

  6. Fudan University

    Shanghai, China

    2 h-index

    10 publications

    784 citations

  7. Centre National de la Recherche Scientifique

    Paris, France

    2 h-index

    6 publications

    653 citations

  8. German Center for Neurodegenerative Diseases

    Bonn, Germany

    2 h-index

    3 publications

    134 citations

1–8 of 226

Venues

  1. Scientific Reports

    2 publications · 47 citations

    2

    h-index

  2. PLoS ONE

    2 publications · 93 citations

    2

    h-index

  3. Frontiers in Oncology

    2 publications · 72 citations

    2

    h-index

  4. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 2 publications · 113 citations

    2

    h-index

  5. Frontiers in Genetics

    2 publications · 243 citations

    2

    h-index

1–5