Concepedia

Side Effect Prediction

Side Effect Prediction is a computational task in pharmacoinformatics that identifies potential adverse drug reactions by analyzing drug-target interaction networks to predict unintended biological effects arising from therapeutic interventions.

335

Publications

22.2K

Citations

1.5K

Authors

634

Institutions

Publications per year

2017–2026

155

Parents

Publications

335

Modeling polypharmacy side effects with graph convolutional networks

Marinka Žitnik, Monica Agrawal, Jure Leskovec · Bioinformatics · 2018 · 1.4K citations · Full text

, , +17

Data-Driven Prediction of Drug Effects and Interactions

Nicholas P. Tatonetti, Patrick P. Ye, Roxana Daneshjou et al. · Science Translational Medicine · 2012 · 929 citations

, , +16

Large-scale prediction and testing of drug activity on side-effect targets

Eugen Lounkine, Michael J. Keiser, Steven Whitebread et al. · Nature · 2012 · 897 citations · Full text

, , +16

Neurotransmitter Receptor and Transporter Binding Profile of Antidepressants and Their Metabolites

Michael J. Owens, W. Neal Morgan, Susan J. Plott et al. · Journal of Pharmacology and Experimental Therapeutics · 1997 · 671 citations · Full text

, , +17

Deep learning improves prediction of drug–drug and drug–food interactions

Jae Yong Ryu, Hyun Uk Kim, Sang Yup Lee · Proceedings of the National Academy of Sciences · 2018 · 624 citations · Full text

, , +16

1–5 of 335

Authors

1.5K

  1. WZ
    Wen Zhang

    Wuhan University, China

    6 publications · 764 citations

    6

    h-index

  2. LX
    Lei Xie

    Hunter College, United States

    5 publications · 352 citations

    5

    h-index

  3. JH
    Jacques Hamon

    Novartis (Switzerland), Switzerland

    5 publications · 1.4K citations

    5

    h-index

  4. YD
    Yijie Ding

    University of Electronic Science and Technology of China, China

    5 publications · 417 citations

    5

    h-index

  5. SW
    Steven Whitebread

    Novartis (Switzerland), Switzerland

    5 publications · 1.4K citations

    5

    h-index

1–5 of 1.5K

Institutions

634

  1. Stanford University

    Stanford, United States

    8 h-index

    18 publications

    8.4K citations

  2. Central South University

    Changsha, China

    7 h-index

    21 publications

    4.2K citations

  3. Wuhan University

    Wuhan, China

    6 h-index

    28 publications

    4.3K citations

  4. University of Electronic Science and Technology of China

    Chengdu, China

    6 h-index

    17 publications

    525 citations

  5. Novartis (Switzerland)

    Basel, Switzerland

    5 h-index

    37 publications

    8.2K citations

  6. Inserm

    Paris, France

    5 h-index

    17 publications

    2.5K citations

  7. University of Toronto

    Toronto, Canada

    5 h-index

    18 publications

    606 citations

  8. Kyoto University

    Kyoto, Japan

    5 h-index

    14 publications

    1.5K citations

1–8 of 634

Venues

  1. PubMed

    Repository · 23 publications · 1.1K citations

    18

    h-index

  2. PLoS ONE

    10 publications · 675 citations

    10

    h-index

  3. Journal of Chemical Information and Modeling

    JCIM · 9 publications · 873 citations

    9

    h-index

  4. PLoS Computational Biology

    8 publications · 624 citations

    8

    h-index

  5. Bioinformatics

    7 publications · 1.7K citations

    7

    h-index

1–5