Concepedia

Bayesian Omics Integration

Bayesian Omics Integration is a computational framework that employs Bayesian statistical models to jointly analyze multiple omics data types by probabilistically representing uncertainties and dependencies across biological layers.

4

Publications

496

Citations

33

Authors

19

Institutions

Publications per year

2017–2026

3

Parents

Publications

4

A fully Bayesian latent variable model for integrative clustering analysis of multi-type omics data

Qianxing Mo, Ronglai Shen, Cui Guo et al. · Biostatistics · 2017 · 300 citations · Full text

, , +16

A Bayesian framework that integrates multi-omics data and gene networks predicts risk genes from schizophrenia GWAS data

Quan Wang, Rui Chen, Feixiong Cheng et al. · Nature Neuroscience · 2019 · 154 citations

, , +17

Bayesian identification of candidate transcription factors for the regulation of <i>Aqp2</i> gene expression

Hiroaki Kikuchi, Hyun Jun Jung, Viswanathan Raghuram et al. · American Journal of Physiology-Renal Physiology · 2021 · 25 citations · Full text

, , +15

Data integration in physiology using Bayes’ rule and minimum Bayes’ factors: deubiquitylating enzymes in the renal collecting duct

Zhe Xue, Jiaxu Chen, Yue Zhao et al. · Physiological Genomics · 2016 · 17 citations · Full text

, , +17

Novel insights from the Plasmodium falciparum sporozoite-specific proteome by probabilistic integration of 26 studies

Lisette Meerstein‐Kessel, Jeron Venhuizen, Daniel Garza et al. · PLoS Computational Biology · 2021 · 10 citations · Full text

, , +12

1–5 of 4

Authors

33

  1. MA
    Mark A. Knepper

    National Heart Lung and Blood Institute, United States

    2 publications · 42 citations

    2

    h-index

  2. YH
    Yang Hai

    Harbor–UCLA Medical Center, United States

    1 publications · 154 citations

    1

    h-index

  3. CG
    Cui Guo

    University of Michigan, United States

    1 publications · 300 citations

    1

    h-index

  4. QW
    Qiang Wei

    Vanderbilt University, United States

    1 publications · 154 citations

    1

    h-index

  5. JC
    Jiaxu Chen

    Jinan University, China

    1 publications · 17 citations

    1

    h-index

1–5 of 33

Institutions

19

  1. National Heart Lung and Blood Institute

    Bethesda, United States

    2 h-index

    12 publications

    276 citations

  2. National Institutes of Health

    Bethesda, United States

    2 h-index

    12 publications

    276 citations

  3. Catholic University of America

    Washington D.C., United States

    1 h-index

    1 publications

    17 citations

  4. Case Western Reserve University

    Cleveland, United States

    1 h-index

    1 publications

    154 citations

  5. Emory University

    Atlanta, United States

    1 h-index

    1 publications

    154 citations

  6. Vanderbilt University Medical Center

    Nashville, United States

    1 h-index

    10 publications

    1.5K citations

  7. Rice University

    Houston, United States

    1 h-index

    1 publications

    300 citations

  8. Cleveland Clinic Lerner College of Medicine

    Cleveland, United States

    1 h-index

    1 publications

    154 citations

1–8 of 19

Venues

  1. Physiological Genomics

    1 publications · 17 citations

    1

    h-index

  2. Nature Neuroscience

    1 publications · 154 citations

    1

    h-index

  3. Biostatistics

    1 publications · 300 citations

    1

    h-index

  4. 1

    h-index

  5. PLoS Computational Biology

    1 publications · 10 citations

1–5