Machine learning models automate classification of penicillin adverse drug reaction labels

There is a growing interest in the appropriate evaluation of penicillin adverse drug reaction (ADR) labels. We have developed machine learning models for classifying penicillin ADR labels using free‐text reaction descriptions, and here report external and practical validation. The models performed c...

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Veröffentlicht in:	Internal medicine journal 2023-08, Vol.53 (8), p.1485-1488
Hauptverfasser:	Inglis, Joshua M., Bacchi, Stephen, Troelnikov, Alexander, Smith, William, Shakib, Sepehr
Format:	Artikel
Sprache:	eng
Schlagworte:	adverse drug reaction deep learning electronic health records Intolerance Learning algorithms Machine learning natural language processing Penicillin
Online-Zugang:	Volltext
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