Generative AI in Medicine

Autor:	Shanmugam, Divya, Agrawal, Monica, Movva, Rajiv, Chen, Irene Y., Ghassemi, Marzyeh, Pierson, Emma
Rok vydání:	2024
Předmět:	Computer Science - Machine Learning Computer Science - Artificial Intelligence Computer Science - Computers and Society Computer Science - Human-Computer Interaction
Druh dokumentu:	Working Paper
Popis:	The increased capabilities of generative AI have dramatically expanded its possible use cases in medicine. We provide a comprehensive overview of generative AI use cases for clinicians, patients, clinical trial organizers, researchers, and trainees. We then discuss the many challenges -- including maintaining privacy and security, improving transparency and interpretability, upholding equity, and rigorously evaluating models -- which must be overcome to realize this potential, and the open research directions they give rise to. Comment: To appear in the Annual Review of Biomedical Data Science, August 2025
Databáze:	arXiv
Externí odkaz:	http://arxiv.org/abs/2412.10337 Zobrazit plný text záznamu View this record from Arxiv