MACHINE LEARNING & AI FOR HEALTHCARE: A HIMSS EVENT
Boston, MA, June 13-14, 2019
In this session, attendees will learn how Mt. Sinai Health System uses machine learning and a natural language processing (NLP) algorithm to uncover social determinants of health in unstructured data contained in EMRs.
The discussion will address key factors for success in creating NLP ontologies, illustrate lessons learned, and outline effective approaches to deploying NLP-based solutions for mining social determinants and other key data captured in progress, admission, procedure and consultation notes and discharge summaries.