Concepedia

Multiple Biomarker Modeling

Multiple Biomarker Modeling is a computational or statistical framework designed to simultaneously analyze and integrate multiple biomarkers to improve disease characterization, prediction, or treatment response assessment, distinguishing it from single biomarker approaches by capturing multivariate biological interactions and dependencies.

28

Publications

2K

Citations

177

Authors

91

Institutions

Publications per year

2017–2026

14

Variants

Multimarker Modeling

Parents

Publications

28

Group-based multi-trajectory modeling

Daniel S. Nagin, Bobby L. Jones, Valéria Lima Passos et al. · Statistical Methods in Medical Research · 2016 · 920 citations

, , +16

Discriminating between latent and active tuberculosis with multiple biomarker responses

Marc A. Frahm, Neela D. Goswami, Kouros Owzar et al. · Tuberculosis · 2011 · 147 citations · Full text

, , +14

A multiple biomarker approach to investigate the effects of copper on the marine bivalve mollusc, Mytilus edulis

Sherain N. Al-Subiai, A. John Moody, Sanaa A. Mustafa et al. · Ecotoxicology and Environmental Safety · 2011 · 119 citations

, , +15

The Evaluation of Multiple Surrogate Endpoints

Jane Xu, Scott L. Zeger · Biometrics · 2001 · 111 citations

, , +15

Development of a multiomics model for identification of predictive biomarkers for COVID-19 severity: a retrospective cohort study

Seul Kee Byeon, Anil K. Madugundu, Kishore Garapati et al. · The Lancet Digital Health · 2022 · 87 citations · Full text

, , +17

1–5 of 28

Authors

177

  1. GF
    Guido Ferrari

    Duke Medical Center, United States

    1 publications · 147 citations

    1

    h-index

  2. DS
    Douglas S. Scherr

    Cornell University, United States

    1 publications · 54 citations

    1

    h-index

  3. MG
    Martin G. Sanda

    University of Michigan, United States

    1 publications · 54 citations

    1

    h-index

  4. KR
    Katina Robison

    Women & Infants Hospital of Rhode Island, United States

    1 publications · 34 citations

    1

    h-index

  5. AN
    Awadhesh N. Jha

    University of Plymouth, United Kingdom

    1 publications · 119 citations

    1

    h-index

1–5 of 177

Institutions

91

  1. Johns Hopkins University

    Baltimore, United States

    3 h-index

    6 publications

    405 citations

  2. Mayo Clinic

    Rochester, United States

    2 h-index

    5 publications

    369 citations

  3. University of Michigan

    Ann Arbor, United States

    2 h-index

    17 publications

    909 citations

  4. King Saud University

    Riyadh, Saudi Arabia

    2 h-index

    3 publications

    57 citations

  5. Johns Hopkins Medicine

    Baltimore, United States

    2 h-index

    4 publications

    273 citations

  6. Eli Lilly (United States)

    Indianapolis, United States

    1 h-index

    1 publications

    45 citations

  7. Université Fédérale de Toulouse Midi-Pyrénées

    Toulouse, France

    1 h-index

    3 publications

    63 citations

  8. Central Hospital of Zibo

    Zibo, China

    1 h-index

    1 publications

    16 citations

1–8 of 91

Venues

  1. Biometrics

    3 publications · 168 citations

    3

    h-index

  2. Statistics in Medicine

    2 publications · 37 citations

    2

    h-index

  3. Computational Statistics & Data Analysis

    CSDA · 2 publications · 24 citations

    2

    h-index

  4. Environmental Pollution

    1 publications · 24 citations

    1

    h-index

  5. Ecotoxicology and Environmental Safety

    EES · 1 publications · 119 citations

    1

    h-index

1–5