Key use cases for artificial intelligence to reduce the frequency of adverse drug events: a scoping review

Adverse drug events (ADEs) represent one of the most prevalent types of health-care-related harm, and there is substantial room for improvement in the way that they are currently predicted and detected. We conducted a scoping review to identify key use cases in which artificial intelligence (AI) cou...

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Bibliographic Details
Main Authors:	Amato, M.G (Author), Bain, P.A (Author), Bates, D.W (Author), Co, Z. (Author), Dulgarian, S. (Author), Edrees, H. (Author), Foer, D. (Author), Kuznetsova, M. (Author), Purcell Jackson, G. (Author), Rhee, K. (Author), Seger, D.L (Author), Simona, A. (Author), Song, W. (Author), Syrowatka, A. (Author)
Format:	Article
Language:	English
Published:	Elsevier Ltd 2022
Subjects:	acute kidney failure acute kidney tubule necrosis adverse drug reaction algorithm allergic reaction amisulpride analgesic agent anesthetic agent anthracycline derivative antibiotic agent anticoagulant agent anticonvulsive agent antidiabetic agent antineoplastic agent antithrombocytic agent antivirus agent area under the curve area under the receiver operating curve aromatase inhibitor artificial intelligence Artificial Intelligence bevacizumab bleeding blood cell count body weight gain cardiovascular agent cardiovascular disease contrast medium drug indication Drug-Related Side Effects and Adverse Reactions early diagnosis endocrine disease falling fluoropyrimidine derivative gastrointestinal hemorrhage gemcitabine genetics glucocorticoid health care access human Humans hypoglycemia immunomodulating agent immunosuppressive agent incidence irinotecan kidney disease liver toxicity machine learning Machine Learning medical information medication error meta analysis metabolic disorder natural language processing neuroleptic agent neurologic disease nonsteroid antiinflammatory agent opiate addiction paclitaxel paracetamol pemetrexed platinum complex practice guideline prediction prescription receiver operating characteristic Review screening side effect systematic review taxane derivative trastuzumab treatment duration urogenital tract disease vancomycin venous thromboembolism
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Key use cases for artificial intelligence to reduce the frequency of adverse drug events: a scoping review

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