Concepedia

Predictive Disease Modeling

Predictive Disease Modeling is a computational framework within translational systems biology that integrates multi-scale biological data to generate testable hypotheses about disease progression and therapeutic response, distinguished by its emphasis on dynamic simulation and quantitative prediction of phenotypic outcomes.

141

Publications

8.6K

Citations

791

Authors

351

Institutions

Publications per year

2017–2026

76

Parents

Publications

141

Systems Biology and New Technologies Enable Predictive and Preventative Medicine

Leroy Hood, James R. Heath, Michael E. Phelps et al. · Science · 2004 · 1.1K citations

, , +17

Disease variant prediction with deep generative models of evolutionary data

Jonathan Frazer, Pascal Notin, Mafalda Dias et al. · Nature · 2021 · 839 citations

, , +16

Machine Learning Meta-analysis of Large Metagenomic Datasets: Tools and Biological Insights

Edoardo Pasolli, Duy Tin Truong, Faizan Malik et al. · PLoS Computational Biology · 2016 · 673 citations · Full text

, , +17

Deep Transfer Learning Based Classification Model for COVID-19 Disease

Yadunath Pathak, Prashant Kumar Shukla, Akhilesh Tiwari et al. · IRBM · 2020 · 457 citations · Full text

, , +13

Regularized multivariate regression for identifying master predictors with application to integrative genomics study of breast cancer

Jie Peng, Ji Zhu, Anna Bergamaschi et al. · The Annals of Applied Statistics · 2010 · 214 citations · Full text

, , +15

1–5 of 141

Authors

791

  1. YZ
    Yu Zhou

    Huazhong University of Science and Technology, China

    2 publications · 163 citations

    2

    h-index

  2. WC
    Weiwei Chen

    Huazhong University of Science and Technology, China

    2 publications · 163 citations

    2

    h-index

  3. PH
    Philip H. S. Torr

    University of Oxford, United Kingdom

    2 publications · 163 citations

    2

    h-index

  4. DT
    Dandan Tu

    Huazhong University of Science and Technology, China

    2 publications · 163 citations

    2

    h-index

  5. MH
    Martin Hofmann‐Apitius

    Fraunhofer Institute for Algorithms and Scientific Computing, Germany

    2 publications · 85 citations

    2

    h-index

1–5 of 791

Institutions

351

  1. University of Oxford

    Oxford, United Kingdom

    7 h-index

    11 publications

    3K citations

  2. University of California, Los Angeles

    Los Angeles, United States

    5 h-index

    11 publications

    5.1K citations

  3. University of Pittsburgh

    Pittsburgh, United States

    5 h-index

    22 publications

    1.1K citations

  4. University of Michigan

    Ann Arbor, United States

    4 h-index

    16 publications

    1.8K citations

  5. Harvard University

    Cambridge, United States

    4 h-index

    13 publications

    3.7K citations

  6. Stanford University

    Stanford, United States

    4 h-index

    29 publications

    2.3K citations

  7. Massachusetts General Hospital

    Boston, United States

    4 h-index

    8 publications

    146 citations

  8. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    5 publications

    415 citations

1–8 of 351

Venues

  1. Bioinformatics

    12 publications · 458 citations

    11

    h-index

  2. PLoS ONE

    4 publications · 48 citations

    4

    h-index

  3. Briefings in Bioinformatics

    4 publications · 103 citations

    4

    h-index

  4. arXiv (Cornell University)

    Repository · 3 publications · 107 citations

    3

    h-index

  5. Scientific Reports

    3 publications · 112 citations

    3

    h-index

1–5