Combining Machine Learning with a Rule-Based Algorithm to Detect and Identify Related Entities of Documented Adverse Drug Reactions on Hospital Discharge Summaries

A method for estimating the probability of adverse drug reactions

C. A. Naranjo, U. Busto, Edward M. Sellers et al. · Clinical Pharmacology & Therapeutics · 1981 · 11.6K citations

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MIMIC-III, a freely accessible critical care database

Alistair E. W. Johnson, Tom Pollard, Lu Shen et al. · Scientific Data · 2016 · 8.1K citations · Full text

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Normalized names for clinical drugs: RxNorm at 6 years

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Medicine, Pharmacology, Clinical Pharmacology +16

Using Computerized Data to Identify Adverse Drug Events in Outpatients

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Pharmacy, Biomedical Informatics, Health Informatics +14

Deep learning for pharmacovigilance: recurrent neural network architectures for labeling adverse drug reactions in Twitter posts

Anne Cocos, Alexander G. Fiks, Aaron J. Masino · Journal of the American Medical Informatics Association · 2016 · 212 citations · Full text

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