Concepedia

Network-based Prognostics

Network-Based Prognostics is a computational framework that integrates molecular, clinical, and network-level data to model disease progression and predict patient outcomes by leveraging the topological and functional properties of biological networks.

227

Publications

9.7K

Citations

1.3K

Authors

622

Institutions

Publications per year

2017–2026

135

Parents

Publications

227

Gene co-expression network analysis reveals common system-level properties of prognostic genes across cancer types

Yang Yang, Leng Han, Yuan Yuan et al. · Nature Communications · 2014 · 447 citations · Full text

, , +14

Predicting the prognosis of breast cancer by integrating clinical and microarray data with Bayesian networks

Olivier Gevaert, Frank De Smet, D. Timmerman et al. · Bioinformatics · 2006 · 360 citations · Full text

, , +13

A combined neural network and decision trees model for prognosis of breast cancer relapse

José M. Jerez, José Antonio Gómez‐Ruiz, Gonzalo Ramos-Jiménez et al. · Artificial Intelligence in Medicine · 2002 · 234 citations

, , +16

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

Predicting breast cancer survivability using data mining techniques

Ahad Soltani Sarvestani, Afsaneh Safavi, N.M. Parandeh et al. · 2010 · 203 citations

, , +16

1–5 of 227

Authors

1.3K

  1. SM
    Shuangge Ma

    Yale University, United States

    5 publications · 154 citations

    5

    h-index

  2. PL
    Píetro Lió

    University of Cambridge, United Kingdom

    4 publications · 141 citations

    4

    h-index

  3. JH
    Jung Hun Oh

    Memorial Sloan Kettering Cancer Center, United States

    3 publications · 97 citations

    3

    h-index

  4. XL
    Xiaoping Liu

    Sun Yat-sen University, China

    3 publications · 164 citations

    3

    h-index

  5. KH
    Kun Huang

    The Ohio State University, United States

    3 publications · 161 citations

    3

    h-index

1–5 of 1.3K

Institutions

622

  1. Shanghai Jiao Tong University

    Shanghai, China

    8 h-index

    22 publications

    941 citations

  2. Chinese Academy of Sciences

    Beijing, China

    7 h-index

    24 publications

    1K citations

  3. University of Cambridge

    Cambridge, United Kingdom

    7 h-index

    25 publications

    970 citations

  4. Harvard University

    Cambridge, United States

    6 h-index

    17 publications

    1.7K citations

  5. The University of Sydney

    Sydney, Australia

    5 h-index

    11 publications

    571 citations

  6. Yale University

    New Haven, United States

    5 h-index

    8 publications

    234 citations

  7. The University of Texas MD Anderson Cancer Center

    Houston, United States

    5 h-index

    13 publications

    2.5K citations

  8. Brigham and Women's Hospital

    Boston, United States

    5 h-index

    6 publications

    341 citations

1–8 of 622

Venues

  1. Frontiers in Genetics

    8 publications · 213 citations

    8

    h-index

  2. Scientific Reports

    7 publications · 339 citations

    7

    h-index

  3. Bioinformatics

    7 publications · 626 citations

    7

    h-index

  4. BMC Bioinformatics

    7 publications · 348 citations

    7

    h-index

  5. Expert Systems with Applications

    5 publications · 233 citations

    5

    h-index

1–5