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arXiv Open Access 2024

Generative AI in Medicine

Divya Shanmugam Monica Agrawal Rajiv Movva Irene Y. Chen Marzyeh Ghassemi +2 lainnya
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Abstrak

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.

Topik & Kata Kunci

cs.LG cs.AI cs.CY cs.HC

Penulis (7)

D

Divya Shanmugam

M

Monica Agrawal

R

Rajiv Movva

I

Irene Y. Chen

M

Marzyeh Ghassemi

M

Maia Jacobs

E

Emma Pierson

Format Sitasi

APA MLA BibTeX
Shanmugam, D., Agrawal, M., Movva, R., Chen, I.Y., Ghassemi, M., Jacobs, M. et al. (2024). Generative AI in Medicine. https://arxiv.org/abs/2412.10337

Akses Cepat

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Informasi Jurnal
Tahun Terbit
2024
Bahasa
en
Sumber Database
arXiv
Akses
Open Access ✓