Detecting Potential Adverse Drug Reactions Using a Deep Neural Network Model

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

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Adverse drug reactions

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Text mining for precision medicine: automating disease-mutation relationship extraction from biomedical literature

(2016) Ayush Singhal et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Text and Data Mining Techniques in Adverse Drug Reaction Detection

(2015) Sarvnaz Karimi et al.   ACM COMPUTING SURVEYS

Filtering big data from social media – Building an early warning system for adverse drug reactions

(2015) Ming Yang et al.   JOURNAL OF BIOMEDICAL INFORMATICS

A method for systematic discovery of adverse drug events from clinical notes

(2015) Guan Wang et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Pharmacovigilance from social media: mining adverse drug reaction mentions using sequence labeling with word embedding cluster features

(2015) A. Nikfarjam et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

The SIDER database of drugs and side effects

(2015) Michael Kuhn et al.   NUCLEIC ACIDS RESEARCH

Systems Pharmacology Augments Drug Safety Surveillance

(2015) T Lorberbaum et al.   CLINICAL PHARMACOLOGY & THERAPEUTICS

Properties of AdeABC and AdeIJK Efflux Systems of Acinetobacter baumannii Compared with Those of the AcrAB-TolC System of Escherichia coli

(2014) Etsuko Sugawara et al.   ANTIMICROBIAL AGENTS AND CHEMOTHERAPY

Machine learning-based prediction of drug–drug interactions by integrating drug phenotypic, therapeutic, chemical, and genomic properties

(2014) Feixiong Cheng et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

A method for controlling complex confounding effects in the detection of adverse drug reactions using electronic health records

(2013) Ying Li et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Safety Monitoring in Clinical Trials

(2013) Bin Yao et al.   Pharmaceutics

Large-scale prediction of adverse drug reactions using chemical, biological, and phenotypic properties of drugs

(2012) Mei Liu et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Predicting adverse drug reaction profiles by integrating protein interaction networks with drug structures

(2012) Liang-Chin Huang et al.   PROTEOMICS

A novel signal detection algorithm for identifying hidden drug-drug interactions in adverse event reports

(2011) Nicholas P Tatonetti et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Regression shrinkage and selection via the lasso: a retrospective

(2011) Robert Tibshirani   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Predicting Adverse Drug Events Using Pharmacological Network Models

(2011) A. Cami et al.   Science Translational Medicine

A side effect resource to capture phenotypic effects of drugs

(2010) Michael Kuhn et al.   Molecular Systems Biology

PubChem as a Source of Polypharmacology

(2009) Bin Chen et al.   Journal of Chemical Information and Modeling