“New progress has been made in the field of medical report generation, and experts have proposed a Chinese medical report generation model FRCM based on semantic fine-tuning and cross modal retrieval enhancement, which effectively improves model performance and provides a solution for generating more detailed and accurate Chinese medical reports.”