Fig. 1: Workflow of the LLM-based Auxiliary Ophthalmic System (LAOS). | npj Digital Medicine

Fig. 1: Workflow of the LLM-based Auxiliary Ophthalmic System (LAOS).

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

Fig. 1: Workflow of the LLM-based Auxiliary Ophthalmic System (LAOS).

The system processes real-time voice input and system files through three main stages: Planning (including initial information collection and planning/reflection), Generation (involving multi-turn retrieval, automatic evaluation, and manual feedback), and Output (producing the final EMR/Electronic Medical Record with admission, surgical, and discharge records).

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