1 results about "Medical ward" patented technology

This invention discloses a method and system for generating medical ward round records based on a large language model. Specifically, it includes: transcribing the speech of a doctor-patient ward round to generate initial speech text containing speaker identifiers; inputting the text into a first processing agent for preprocessing, including terminology standardization, temporal expression standardization, and preliminary semantic normalization; inputting the preprocessing results along with patient medical data into a second generation agent; constructing structured prompts through the synergistic effect of long-term and short-term memory; and calling a large language model fine-tuned from the medical corpus for semantic reconstruction to generate a structured ward round record; establishing a cross-stage consistency constraint mechanism between terminology standardization, temporal expression standardization, and semantic reconstruction; verifying entity association paths in the generated results using a knowledge graph; and generating a consistency feedback signal. The feedback signal is then sent back to the first processing agent and the second generation agent for iterative correction.