Reducing the Costs to Extract Medical Knowledge

In this blog post we talk about the use of Biomedical Relation Extraction (BioRE) models to speed up and reduce the costs of populating curated databases. How can BioRE models be trained with limited amounts of annotated data? What advantages can such an approach provide? Are there any downsides?