Hybrid Deep Learning for Medication-Related Information Extraction From Clinical Texts in French: MedExt Algorithm Development Study.

Jordan Jouffroy Sarah F Feldman Ivan Lerner Bastien Rance Anita Burgun Antoine Neuraz

Published in: JMIR medical informatics (2021)

Associating expert rules, deep contextualized embedding, and deep neural networks improved medication information extraction. Our results revealed a synergy when associating expert knowledge and latent knowledge.

Keyphrases

neural network
deep learning
healthcare
machine learning
health information
clinical practice
adverse drug
single cell
emergency department
social media