Artificial Intelligence
Author: Dr. Ekta Walia Bhullar
Ekta Walia, PhD, is a Principal generative AI Consultant with AWS Healthcare and Life Sciences Professional Services team, spearheading the development of cutting-edge AI applications transforming modern healthcare. She has been instrumental in advancing AI applications across the healthcare and life sciences spectrum—from clinical diagnostic, drug discovery to commercial healthcare operations.
Evaluation of generative AI techniques for clinical report summarization
In this post, we provide a comparison of results obtained by two such techniques: zero-shot and few-shot prompting. We also explore the utility of the RAG prompt engineering technique as it applies to the task of summarization.
Evaluating LLMs is an undervalued part of the machine learning (ML) pipeline.