Concepedia

Module-based Biomarker Discovery

Module-Based Biomarker Discovery is a computational systems biology approach that identifies functionally coherent subnetworks or modules within molecular interaction networks as biomarkers, distinguished from gene-level or pathway-level methods by its focus on detecting higher-order modular organization implicated in disease phenotypes.

64

Publications

2.2K

Citations

364

Authors

170

Institutions

Publications per year

2017–2026

47

Parents

Publications

64

Integrated Weighted Gene Co-expression Network Analysis with an Application to Chronic Fatigue Syndrome

Angela P. Presson, Eric M. Sobel, Jeanette C. Papp et al. · BMC Systems Biology · 2008 · 213 citations · Full text

, , +17

A network module-based method for identifying cancer prognostic signatures

Guanming Wu, Lincoln Stein · Genome biology · 2012 · 165 citations · Full text

, , +17

Identifying disease genes and module biomarkers by differential interactions

Xiaoping Liu, Zhi‐Ping Liu, Xing‐Ming Zhao et al. · Journal of the American Medical Informatics Association · 2011 · 136 citations · Full text

, , +17

Bioinformatics and machine learning approach identifies potential drug targets and pathways in COVID-19

Md. Rabiul Auwul, Md Rezanur Rahman, Esra Göv et al. · Briefings in Bioinformatics · 2021 · 109 citations · Full text

, , +17

An integrated approach to identify causal network modules of complex diseases with application to colorectal cancer

Zhenshu Wen, Zhi-Ping Liu, Zhengrong Liu et al. · Journal of the American Medical Informatics Association · 2012 · 65 citations · Full text

, , +17

1–5 of 64

Authors

364

  1. ZL
    Zhi-Ping Liu

    Chinese Academy of Sciences, China

    5 publications · 283 citations

    5

    h-index

  2. LC
    Luonan Chen

    Chinese Academy of Sciences, China

    5 publications · 247 citations

    5

    h-index

  3. BV
    Basavaraj Vastrad

    Sri Dharmasthala Manjunatheshwara College of Dental Sciences & Hospital, India

    3 publications · 70 citations

    3

    h-index

  4. CV
    Chanabasayya Vastrad

    Sri Dharmasthala Manjunatheshwara College of Dental Sciences & Hospital, India

    3 publications · 70 citations

    3

    h-index

  5. XL
    Xiaoping Liu

    Sun Yat-sen University, China

    3 publications · 191 citations

    3

    h-index

1–5 of 364

Institutions

170

  1. Chinese Academy of Sciences

    Beijing, China

    5 h-index

    21 publications

    785 citations

  2. Shandong University

    Jinan, China

    4 h-index

    6 publications

    192 citations

  3. Shanghai Institutes for Biological Sciences

    Shanghai, China

    4 h-index

    12 publications

    677 citations

  4. University of Toronto

    Toronto, Canada

    3 h-index

    7 publications

    372 citations

  5. Guangxi Medical University

    Nanning, China

    3 h-index

    17 publications

    285 citations

  6. Chinese Academy of Medical Sciences & Peking Union Medical College

    Beijing, China

    3 h-index

    13 publications

    186 citations

  7. The University of Tokyo

    Tokyo, Japan

    3 h-index

    3 publications

    170 citations

  8. Indiana University – Purdue University Indianapolis

    Indianapolis, United States

    2 h-index

    11 publications

    173 citations

1–8 of 170

Venues

  1. Bioinformatics

    3 publications · 89 citations

    3

    h-index

  2. BMC Bioinformatics

    3 publications · 100 citations

    3

    h-index

  3. Frontiers in Genetics

    3 publications · 151 citations

    3

    h-index

  4. Frontiers in Endocrinology

    3 publications · 80 citations

    3

    h-index

  5. Journal of the American Medical Informatics Association

    JAMIA · 2 publications · 201 citations

    2

    h-index

1–5