Recurrent neural networks with specialized word embeddings for health-domain named-entity recognition

Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Massimo Piccardi

Background. Previous state-of-the-art systems on Drug Name Recognition (DNR) and Clinical Concept Extraction (CCE) have focused on a combination of text "feature engineering" and c…