Why NLP can only succeed in healthcare if it caters to caregivers

Why NLP can only succeed in healthcare if it caters to caregivers

Natural language processing, or NLP, is a branch of artificial intelligence that enables machine understanding of human language. In recent years, NLP has become part of consumer products and performs with a sometimes surprising degree of accuracy.Virtual assistants use NLP to understand spoken questions like, “What’s the weather like today?” They can contextualize the meaning of the question, and then use data from online sources to reply with a meaningful response.
Medical NLP has long been a topic of research and development, since it contains significant potential for uncovering meaningful insights from unstructured medical text. This presents huge opportunities for healthcare providers, clinical…

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2022 Tech Forum: Availability of SDOH & Health Equity Related Data & Implications for Public Health

2022 Tech Forum: Availability of SDOH & Health Equity Related Data & Implications for Public Health

September 16, 2022This session will demonstrate how social determinants of health (SDOH) and health equity related data are collected and used in clinical notes and discuss the use of Natural Language Processing (NLP) for extracting these data from electronic health record systems. The session will also include discussion around SDOH, health equity, and public health use cases and how they can be used with NLP.  JaWanna Henry, MPH, MCHES, ONC (Moderator) Catherine DesRoches, DrPH, Harvard Medical School/Beth Israel Deaconess Medical Center Elizabeth Shenkman, PhD, University of Florida Chelsea Richwine, PhD, ONCYonghui Wu, PhD, University of Florida…

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