Concepedia

Network-based Biomarker Analysis

Network-Based Biomarker Analysis is a computational approach in precision medicine analytics that identifies and interprets biomarkers through the construction and analysis of biological networks to reveal functional relationships and disease mechanisms underlying molecular interactions.

210

Publications

10.6K

Citations

1.3K

Authors

577

Institutions

Publications per year

2017–2026

133

Parents

Publications

210

Network‐based classification of breast cancer metastasis

Han‐Yu Chuang, Eunjung Lee, Yu‐Tsueng Liu et al. · Molecular Systems Biology · 2007 · 1.4K citations · Full text

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Detecting early-warning signals for sudden deterioration of complex diseases by dynamical network biomarkers

Luonan Chen, Rui Liu, Zhi‐Ping Liu et al. · Scientific Reports · 2012 · 682 citations · Full text

, , +16

Using network analysis to examine links between individual depressive symptoms, inflammatory markers, and covariates

Eiko I. Fried, Sophia von Stockert, Jonas M B Haslbeck et al. · Psychological Medicine · 2019 · 251 citations · Full text

, , +13

Google Goes Cancer: Improving Outcome Prediction for Cancer Patients by Network-Based Ranking of Marker Genes

Christof Winter, Glen Kristiansen, Stephan Kersting et al. · PLoS Computational Biology · 2012 · 216 citations · Full text

, , +17

Network-based machine learning in colorectal and bladder organoid models predicts anti-cancer drug efficacy in patients

JungHo Kong, Heetak Lee, Donghyo Kim et al. · Nature Communications · 2020 · 203 citations · Full text

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1–5 of 210

Authors

1.3K

  1. LC
    Luonan Chen

    Chinese Academy of Sciences, China

    21 publications · 1.9K citations

    18

    h-index

  2. XL
    Xiaoping Liu

    Sun Yat-sen University, China

    7 publications · 593 citations

    7

    h-index

  3. KA
    Kazuyuki Aihara

    The University of Tokyo, Japan

    7 publications · 1.2K citations

    7

    h-index

  4. RL
    Rui Liu

    South China University of Technology, China

    6 publications · 982 citations

    6

    h-index

  5. TZ
    Tao Zeng

    Chinese Academy of Sciences, China

    5 publications · 309 citations

    5

    h-index

1–5 of 1.3K

Institutions

577

  1. Chinese Academy of Sciences

    Beijing, China

    20 h-index

    88 publications

    6.5K citations

  2. Shanghai Institutes for Biological Sciences

    Shanghai, China

    15 h-index

    54 publications

    5.4K citations

  3. Center for Excellence in Molecular Cell Science

    Shanghai, China

    14 h-index

    63 publications

    3.5K citations

  4. The University of Tokyo

    Tokyo, Japan

    9 h-index

    22 publications

    3.8K citations

  5. University of Chinese Academy of Sciences

    Beijing, China

    8 h-index

    18 publications

    869 citations

  6. The University of Texas MD Anderson Cancer Center

    Houston, United States

    6 h-index

    16 publications

    400 citations

  7. Shanghai Jiao Tong University

    Shanghai, China

    6 h-index

    19 publications

    723 citations

  8. ShanghaiTech University

    Shanghai, China

    6 h-index

    13 publications

    946 citations

1–8 of 577

Venues

  1. PLoS ONE

    13 publications · 282 citations

    11

    h-index

  2. Scientific Reports

    10 publications · 1.2K citations

    10

    h-index

  3. Bioinformatics

    7 publications · 288 citations

    7

    h-index

  4. BMC Bioinformatics

    5 publications · 189 citations

    5

    h-index

  5. Frontiers in Genetics

    5 publications · 176 citations

    5

    h-index

1–5