Concepedia

Computational Combination Prioritization

Computational Combination Prioritization is a systematic methodological framework that integrates multi-omics data and network-based modeling to identify and rank synergistic drug combinations for therapeutic repurposing through predictive computational analysis.

27

Publications

2.1K

Citations

172

Authors

82

Institutions

Publications per year

2017–2026

20

Parents

Publications

27

DeepSynergy: predicting anti-cancer drug synergy with Deep Learning

Kristina Preuer, Richard P. Lewis, Sepp Hochreiter et al. · Bioinformatics · 2017 · 677 citations · Full text

, , +16

In-silico Prediction of Synergistic Anti-Cancer Drug Combinations Using Multi-omics Data

Remzi Çelebi, Oliver Bear Don’t Walk, Rajiv Movva et al. · Scientific Reports · 2019 · 129 citations · Full text

, , +15

Network Propagation Predicts Drug Synergy in Cancers

Tingyang Li, Daniel Quang, Yuanfang Guan · Cancer Research · 2018 · 114 citations

, , +17

PDC-SGB: Prediction of effective drug combinations using a stochastic gradient boosting algorithm

Qian Xu, Yi Xiong, Hao Dai et al. · Journal of Theoretical Biology · 2017 · 99 citations

, , +7

Patient-Customized Drug Combination Prediction and Testing for T-cell Prolymphocytic Leukemia Patients

Liye He, Jing Tang, Emma Andersson et al. · Cancer Research · 2018 · 83 citations · Full text

, , +17

1–5 of 27

Authors

172

  1. TA
    Tero Aittokallio

    University of Helsinki, Finland

    3 publications · 169 citations

    3

    h-index

  2. JT
    Jing Tang

    University of Helsinki, Finland

    2 publications · 98 citations

    2

    h-index

  3. ST
    Sanna Timonen

    University of Helsinki, Finland

    2 publications · 154 citations

    2

    h-index

  4. KW
    Krister Wennerberg

    Institute for Molecular Medicine Finland, Finland

    2 publications · 98 citations

    2

    h-index

  5. LH
    Liye He

    University of Helsinki, Finland

    2 publications · 98 citations

    2

    h-index

1–5 of 172

Institutions

82

  1. Institute for Molecular Medicine Finland

    Helsinki, Finland

    3 h-index

    14 publications

    830 citations

  2. Stanford University

    Stanford, United States

    3 h-index

    11 publications

    656 citations

  3. University of Helsinki

    Helsinki, Finland

    3 h-index

    16 publications

    996 citations

  4. University of Turku

    Turku, Finland

    2 h-index

    3 publications

    237 citations

  5. RWTH Aachen University

    Aachen, Germany

    2 h-index

    3 publications

    201 citations

  6. Center for Systems Biology

    Boston, United States

    2 h-index

    8 publications

    520 citations

  7. Harvard University

    Cambridge, United States

    2 h-index

    5 publications

    330 citations

  8. Nanyang Technological University

    Singapore, Singapore

    2 h-index

    4 publications

    222 citations

1–8 of 82

Venues

  1. Bioinformatics

    4 publications · 809 citations

    4

    h-index

  2. PLoS ONE

    2 publications · 32 citations

    2

    h-index

  3. Cancer Research

    2 publications · 197 citations

    2

    h-index

  4. Scientific Reports

    2 publications · 159 citations

    2

    h-index

  5. Cell Systems

    1 publications · 78 citations

    1

    h-index

1–5