1. 上海交通大学医学院附属瑞金医院 a. 门诊办公室；b. 学科规划与大设施管理处；c. 数字医学创新中心，上海 200025；
2. 谷歌公司，上海 200120
Application Research on Diabetes Health Management Service Platform Based on
Multi-Modal Intelligent Dialogue Robot
GAO Yijia1a, LIN Jingsheng1b, YANG Haijun2, TENG Xiaoyan1c
1. a. Office of Outpatient; b. Department of Disciplinary Development and Planningc; c. Shanghai Digital Medicine Innovation
Center, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China;
2. Google Inc., Shanghai 200120, China
Abstract：Objective To solve the pain points of diabetes course management by building a diabetes health management service
platform based on multi-modal intelligent dialogue robots. Methods A multi-modal intelligent dialogue robot diabetes health
management service platform with complete functions and easy to use was designed by building an advanced knowledge map
system for specialized diseases, an intelligent dialogue robot platform, big data and deep learning modules, and a basic platform
for the Internet of Things. Results The diabetes health management service platform based on multi-modal intelligent dialogue
robots used a multi-domain model, and the reconciled average of the in-depth dialogue conversational language understanding
accuracy and recall rate had increased by 0.4. Conclusion Artificial intelligence is introduced into the management of diabetes
course, and from the field of prevention and treatment of diabetes mellitus, through deep learning+dialogue robot+big data+Internet
of Things technology combined with disease management, individualized instruction is conducted on patients’ medication, diet,
exercise, insulin use, prevention of complications, emergency treatment and so on, to correct patients’ bad habits, chang the concept
of emphasizing “medicine” and neglecting “preventing”, and establish a new model of diabetes prevention and control.
高逸佳1a，林靖生1b，杨海俊2，滕晓燕1c. 基于多模态智能对话机器人的糖尿病健康管理服务平台应用研究[J]. 中国医疗设备, 2022, 37(6): 106-109.
GAO Yijia1a, LIN Jingsheng1b, YANG Haijun2, TENG Xiaoyan1c. Application Research on Diabetes Health Management Service Platform Based on
Multi-Modal Intelligent Dialogue Robot. China Medical Devices, 2022, 37(6): 106-109.
