Zero-shot LLM-based visual acuity extraction: a pilot study

Zero-shot LLM-based visual acuity extraction: a pilot study

Abstract Introduction Visual acuity (VA) and intraocular pressure (IOP) measurements are crucial indicators of ocular health. However, the documentation of these vital parameters in clinical notes often lacks standardisation. The aim of this study was to evaluate the feasibility of using of large la...

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Bibliographic Details
Main Authors: Shrirajh Satheakeerthy, Daniel Jesudason, Bobak Bahrami, Stephen Bacchi, Yong Min Lee, Robert Casson, Michelle Sun, WengOnn Chan
Format: Article
Language:English
Published: BMC 2025-07-01
Series:BMC Ophthalmology
Subjects:
AI
LLM
Visual Acuity
Intraocular Pressure
Zero-Shot
Data Extraction
Online Access:https://doi.org/10.1186/s12886-025-04193-7
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https://doi.org/10.1186/s12886-025-04193-7

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