ThynkHealth: NLP Project
In collaboration with ThynkHealth, a Lexington healthcare product company, we built a Natural Language Processing (NLP) model that identified keywords and relationships between them for patient visit notes. We utilized the Named Entity Recognition and Relationship Extraction components of spaCy to create this model, training on ThynkHealth’s annotated doctor notes. This could be used to automate the analysis of similar notes and extract the key information from them.