Generative AI in Medicine

Fuente: arXiv

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Bibliographic Details
Main Authors:	Shanmugam, Divya, Agrawal, Monica, Movva, Rajiv, Chen, Irene Y., Ghassemi, Marzyeh, Jacobs, Maia, Pierson, Emma
Format:	Preprint
Published:	2024
Subjects:	Machine Learning Artificial Intelligence Computers and Society Human-Computer Interaction
Online Access:	Acceder al recurso
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author	Shanmugam, Divya Agrawal, Monica Movva, Rajiv Chen, Irene Y. Ghassemi, Marzyeh Jacobs, Maia Pierson, Emma
author_facet	Shanmugam, Divya Agrawal, Monica Movva, Rajiv Chen, Irene Y. Ghassemi, Marzyeh Jacobs, Maia Pierson, Emma
contents	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.
format	Preprint
id	arxiv_https___arxiv_org_abs_2412_10337
institution	arXiv
publishDate	2024
record_format	arxiv
spellingShingle	Generative AI in Medicine Shanmugam, Divya Agrawal, Monica Movva, Rajiv Chen, Irene Y. Ghassemi, Marzyeh Jacobs, Maia Pierson, Emma Machine Learning Artificial Intelligence Computers and Society Human-Computer Interaction 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.
title	Generative AI in Medicine
topic	Machine Learning Artificial Intelligence Computers and Society Human-Computer Interaction
url	https://arxiv.org/abs/2412.10337

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