We developed a natural language processing approach with named-entity recognition to extract and group these semistructured specimen identifiers from the report text and evaluated it using pathology ...

Researchers show evidence of demographic bias in named entity recognition models. They're more likely to accurately recognize white names, on average.

We describe a multifaceted approach to named entity recognition that can be deployed with minimal data resources and a handful of hours of non-expert annotation. We describe how this approach was ...