By using a software with a microphone, doctors only need to inquire about patients in a conventional way, and the system can accurately capture and understand key information in doctor-patient conversations, helping doctors automatically generate outpatient electronic medical records on the computer and improving diagnosis and treatment efficiency. In the wave of big models, this scenario is just a microcosm of the accelerated development of artificial intelligence in the medical field. This year's government work report proposes to focus on promoting hierarchical diagnosis and treatment, and guiding high-quality medical resources to go to the grassroots level. The new smart healthcare scenarios based on technologies such as cloud computing, artificial intelligence, and the Internet of Things may become key drivers for optimizing medical resource allocation and improving the quality of medical services. Automatically generate electronic medical records for patients one by one, with doctors inquiring and recording medical records at the same time. They are so busy that they don't even have time to drink water, and they have to run faster to use the restroom... This is the daily work of many doctors. Nowadays, at Beijing Friendship Hospital affiliated with Capital Medical University, artificial intelligence has taken over the outpatient medical record writing work of doctors, allowing them to leave more time for patients. Xiamen Yunzhixin Intelligent Technology Co., Ltd., which is creating this new scene, is the Southeast headquarters of Yunzhisheng Intelligent Technology Co., Ltd. (hereinafter referred to as Yunzhisheng) located in Xiamen. "In the medical field, we have found that doctors input electronic medical records, which takes up a lot of time and energy. Therefore, in response to the pain points of this scenario, we collected language materials for departments and optimized the effects, making deep customization and optimization for the application of speech recognition technology in the medical field." Sun Xi, Product Director of Yunzhisheng's Smart Medical Business Unit, introduced that in May 2023, after the launch of Yunzhisheng's independently developed Shanhai Big Model, the enterprise relied on its strong understanding and generation ability to launch an outpatient medical record generation system. How can artificial intelligence achieve fast and good results when facing a large number of outpatient groups from different departments? The reporter learned that based on technologies such as one-stop speech recognition, noise suppression, and echo cancellation, the outpatient medical record generation system in the new scenario can recognize doctor-patient conversations in complex hospital environments, accurately capture key information, separate doctor-patient roles, and remove irrelevant content from them. It can generate information summaries expressed in professional terms and outpatient electronic medical records that meet the requirements of medical record writing standards. Data statistics show that with the help of the outpatient case generation system, the efficiency of outpatient case entry in relevant departments of Beijing Friendship Hospital Affiliated to Capital Medical University has increased by 80%, and the consultation time of doctors has been saved by 15%. Patient satisfaction in outpatient services has also significantly improved. "The application of outpatient medical record generation system frees doctors from a large amount of complex copywriting work, only requiring review and modification of the system generated content." Sun Xi introduced that during the process of doctor review and modification, the system's large model can receive further feedback and be trained based on the feedback content. After a period of interaction, the accuracy of the system generated content will continue to improve. The Smart Ward provides convenience. At Huawei's first developer innovation application center exhibition hall located in the north area of Phase I of Xiamen Software Park, through simulation experience, the reporter experienced the efficient and convenient new scene of the Smart Ward. A nurse station system replaces the operation conversion between multiple computers and systems; A terminal in front of the patient's bed, eliminating many accompanying beds