Concepedia

Temporal Multi-omics Analysis

Temporal Multi-Omics Analysis is a computational and statistical framework for integrating multi-omics data across time points to characterize dynamic biological processes, distinguished from static multi-omics approaches by its explicit modeling of temporal dependencies and temporal progression of molecular changes.

30

Publications

1.7K

Citations

164

Authors

95

Institutions

Publications per year

2017–2026

20

Variants

Longitudinal Multi-omics Analysis

Parents

Children

Publications

30

Nonlinear dynamics of multi-omics profiles during human aging

Xiaotao Shen, Chuchu Wang, Xin Zhou et al. · Nature Aging · 2024 · 412 citations · Full text

, , +17

A Randomized Pilot Trial Comparing Cyclosporine and Azathioprine for Maintenance Therapy in Diffuse Lupus Nephritis over Four Years

Gabriella Moroni, Andrea Doria, Marta Mosca et al. · Clinical Journal of the American Society of Nephrology · 2006 · 175 citations

, , +15

Computational Techniques and Tools for Omics Data Analysis: State-of-the-Art, Challenges, and Future Directions

Parampreet Kaur, Ashima Singh, Inderveer Chana · Archives of Computational Methods in Engineering · 2021 · 96 citations

, , +16

eXplainable Artificial Intelligence (XAI) for the identification of biologically relevant gene expression patterns in longitudinal human studies, insights from obesity research

Augusto Anguita‐Ruiz, Alberto Segura‐Delgado, Rafael Alcalá et al. · PLoS Computational Biology · 2020 · 62 citations · Full text

, , +14

Deep longitudinal multiomics profiling reveals two biological seasonal patterns in California

M. Reza Sailani, Ahmed A. Metwally, Wenyu Zhou et al. · Nature Communications · 2020 · 61 citations · Full text

, , +12

1–5 of 30

Authors

164

  1. MS
    M Snyder

    Stanford University, United States

    3 publications · 531 citations

    3

    h-index

  2. AB
    Antoine Bodein

    Université Laval, Canada

    2 publications · 101 citations

    2

    h-index

  3. AD
    Arnaud Droit

    Université Laval, Canada

    2 publications · 101 citations

    2

    h-index

  4. GI
    George I. Mias

    Michigan State University, United States

    2 publications · 72 citations

    2

    h-index

  5. KL
    Kim‐Anh Lê Cao

    The University of Queensland, Australia

    2 publications · 101 citations

    2

    h-index

1–5 of 164

Institutions

95

  1. Stanford University

    Stanford, United States

    3 h-index

    20 publications

    3.7K citations

  2. Stanford Medicine

    Stanford, United States

    3 h-index

    4 publications

    943 citations

  3. National University of Singapore

    Singapore, Singapore

    2 h-index

    2 publications

    447 citations

  4. Howard Hughes Medical Institute

    Chevy Chase, United States

    2 h-index

    2 publications

    440 citations

  5. The University of Melbourne

    Melbourne, Australia

    2 h-index

    2 publications

    101 citations

  6. The University of Sydney

    Sydney, Australia

    2 h-index

    4 publications

    128 citations

  7. Melbourne Genomics Health Alliance

    Melbourne, Australia

    2 h-index

    2 publications

    101 citations

  8. Université Laval

    Québec, Canada

    2 h-index

    5 publications

    243 citations

1–8 of 95

Venues

  1. Bioinformatics

    4 publications · 127 citations

    4

    h-index

  2. PLoS Computational Biology

    2 publications · 109 citations

    2

    h-index

  3. 1

    h-index

  4. Nature Communications

    1 publications · 61 citations

    1

    h-index

  5. Nature Aging

    1 publications · 412 citations

    1

    h-index

1–5