Concepedia

A knowledge graph embedding based approach to predict the adverse drug reactions using a deep neural network

Pratik Joshi, V. Masilamani, Anirban Mukherjee

Journal of Biomedical Informatics · 2022 · 58 citations · 30 references

Concepts

ComputingHealth InformaticsPharmacologyClinical InformaticsKnowledge RepresentationPharmacoinformaticsAdverse Drug Event DetectionAdverse Drug Reaction DetectionAdverse Drug Reaction PredictionDrug Knowledge RepresentationGraph-based LearningKnowledge GraphsAdverse Drug Reaction Knowledge GraphsAdverse Drug Reaction NetworksAdverse Drug Reaction RepresentationDrug Knowledge GraphsGraph-based InferenceKnowledge Graph EmbeddingsKnowledge Graph-based Prediction

References

30

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Computing, Computer Science, Feature Engineering +16

DrugBank 5.0: a major update to the DrugBank database for 2018

David S. Wishart, Yannick Djoumbou-Feunang, An Chi Guo et al. · Nucleic Acids Research · 2017 · 8.8K citations · Full text

Medicine, Pharmacology, Drug Information +13

Remdesivir for the Treatment of Covid-19 — Final Report

John H. Beigel, Kay M Tomashek, Lori E. Dodd et al. · New England Journal of Medicine · 2020 · 7.7K citations · Full text

Pharmacy, Infectious Diseases, Pharmacotherapy +15

RETRACTED: Hydroxychloroquine and azithromycin as a treatment of COVID-19: results of an open-label non-randomized clinical trial

Philippe Gautret, Jean‐Christophe Lagier, Philippe Parola et al. · International Journal of Antimicrobial Agents · 2020 · 5K citations · Full text

Pharmacy, Infectious Diseases, Pharmacology +10

Estimated Research and Development Investment Needed to Bring a New Medicine to Market, 2009-2018

Olivier J. Wouters, Martin McKee, Jeroen Luyten · JAMA · 2020 · 1.5K citations · Full text

Pharmacy, Pharmaceutical Policy, Pharmacoeconomics +17