医学中的生成式人工智能检索增强生成
人工智能
2024-06-19 v1
摘要
生成式人工智能（AI）在 various 领域带来了 revolutionary innovations，包括医学。然而，它也 exhibits limitations。作为 response，retrieval-augmented generation（RAG）提供了 potential solution，使 model 能够通过利用 external knowledge retrieval 来生成更 accurate contents。随着 generative AI 的快速发展，RAG 可以为 connecting this transformative technology 与 medical applications 铺路，预期将为 health care 带来 innovations in equity、reliability 和 personalization。
引用
@article{arxiv.2406.12449,
title = {Retrieval-Augmented Generation for Generative Artificial Intelligence in Medicine},
author = {Rui Yang and Yilin Ning and Emilia Keppo and Mingxuan Liu and Chuan Hong and Danielle S Bitterman and Jasmine Chiat Ling Ong and Daniel Shu Wei Ting and Nan Liu},
journal= {arXiv preprint arXiv:2406.12449},
year = {2024}
}