Table 2 Structured prompt components for ophthalmology diagnostic document generation

From: Enhancing clinical documentation with voice processing and large language models: a study on the LAOS system

Component

Description

Expertise

Professional ophthalmologist

Task-specific Instruction

Create a day surgery diagnostic document for ophthalmic patients based on provided information

Instructions

• Use JSON format for data

 

•Use plain, professional language

 

• Avoid redundancy in examinations

 

• Separate right and left eye conditions

 

• Use common terms when applicable

Common Terms

Retrieved terms from database (- RAG)

Examples

Retrieved examples (- RAG)

Input Materials

Input texts from users