Improving Methods of Identifying Anaphylaxis for Medical Product Safety Surveillance Using Natural Language Processing and Machine Learning

David S. Carrell,Susan Gruber,James S. Floyd,Maralyssa A. Bann,Kara L. Cushing-Haugen,Ron L. Johnson,Vina Graham,David J. Cronkite,Brian L. Hazlehurst,Andrew H. Felcher,Cosmin A. Bejan,Adee Kennedy,Mayura U. Shinde,Sara Karami,Yong Ma,Danijela Stojanovic,Yueqin Zhao,Robert Ball,Jennifer C. Nelson

American Journal of Epidemiology（2022）

Cited 11|Views30

Key words

anaphylaxis,electronic health records,health outcome identification,machine learning,supervised,postmarketing product surveillance,predictive modeling

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