AI in Medicine: Natural Language Processing
- Advanced
Overview of the Importance of NLP and AI in Health Care
The Value of Clinical Notes and NLP
Example Note & Task Walkthrough
Strengths and Weaknesses of Using NLP on Clinical Notes
The Building Blocks for State-of-the-Art NLP
From Sentences to Model Input
Recent advances in artificial intelligence (AI), including the development of large language models, have transformed natural language processing (NLP) such that computers can effectively work with text for a variety of tasks that include summarization, translation, extraction of key terms, and question-answering.
This HMX short course offers a unique way for professionals to learn from leading experts about the key concepts and evolving impact of NLP and AI techniques in health care. Understanding these recent advances and the major developments that enabled them will provide anyone working in health care and related sectors with a strong basis for understanding future developments in this field.