Vision of the future: large language models in ophthalmology.

IF 3 2区 医学 Q1 OPHTHALMOLOGY Current Opinion in Ophthalmology Pub Date : 2024-09-01 Epub Date: 2024-05-30 DOI:10.1097/ICU.0000000000001062
Prashant D Tailor, Haley S D'Souza, Hanzhou Li, Matthew R Starr
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Abstract

Purpose of review: Large language models (LLMs) are rapidly entering the landscape of medicine in areas from patient interaction to clinical decision-making. This review discusses the evolving role of LLMs in ophthalmology, focusing on their current applications and future potential in enhancing ophthalmic care.

Recent findings: LLMs in ophthalmology have demonstrated potential in improving patient communication and aiding preliminary diagnostics because of their ability to process complex language and generate human-like domain-specific interactions. However, some studies have shown potential for harm and there have been no prospective real-world studies evaluating the safety and efficacy of LLMs in practice.

Summary: While current applications are largely theoretical and require rigorous safety testing before implementation, LLMs exhibit promise in augmenting patient care quality and efficiency. Challenges such as data privacy and user acceptance must be overcome before LLMs can be fully integrated into clinical practice.

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未来愿景:眼科大语言模型。
综述的目的:大型语言模型(LLM)正迅速进入医学领域,从患者互动到临床决策。这篇综述讨论了大型语言模型在眼科中不断发展的作用,重点关注其当前的应用以及未来在加强眼科护理方面的潜力:最近的研究结果:由于 LLMs 能够处理复杂的语言并产生类似于人类的特定领域互动,因此它们在眼科领域已显示出改善患者沟通和辅助初步诊断的潜力。总结:虽然目前的应用在很大程度上还停留在理论阶段,并且在实施前需要进行严格的安全测试,但 LLMs 在提高病人护理质量和效率方面展现出了前景。在将 LLMs 完全融入临床实践之前,必须克服数据隐私和用户接受度等挑战。
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来源期刊
CiteScore
6.80
自引率
5.40%
发文量
120
审稿时长
6-12 weeks
期刊介绍: Current Opinion in Ophthalmology is an indispensable resource featuring key up-to-date and important advances in the field from around the world. With renowned guest editors for each section, every bimonthly issue of Current Opinion in Ophthalmology delivers a fresh insight into topics such as glaucoma, refractive surgery and corneal and external disorders. With ten sections in total, the journal provides a convenient and thorough review of the field and will be of interest to researchers, clinicians and other healthcare professionals alike.
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