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20min chapter
From Clinical Notes to GPT-4: Dr. Emily Alsentzer on Natural Language Processing in Medicine
NEJM AI Grand Rounds
From Medicine to AI: A Journey in NLP
This chapter chronicles a speaker's transition from traditional medicine to the incorporation of artificial intelligence, particularly in natural language processing. It examines the evolution of NLP tools within the medical domain, highlighting the development of clinical models that outperform general language models. The chapter also addresses the implications of releasing specialized clinical models, efficiency comparisons with larger counterparts, and the ongoing need for robust methodologies in AI evaluation.
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