Generalizability of machine learning methods in detecting adverse drug events from clinical narratives in electronic medical records

• Principais autores: Md Muntasir Zitu (Autor), Shijun Zhang (Autor), Dwight H. Owen (Autor), Chienwei Chiang (Autor), Lang Li (Autor)
• Formato: Livro
• Publicado em: Frontiers Media S.A., 2023-07-01T00:00:00Z.
• Assuntos: article
• Acesso em linha: Connect to this object online.

We assessed the generalizability of machine learning methods using natural language processing (NLP) techniques to detect adverse drug events (ADEs) from clinical narratives in electronic medical records (EMRs). We constructed a new corpus correlating drugs with adverse drug events using 1,394 clini...