Xiangyong Kong, Ruiyang Peng, Huajie Dai, Yichi Li, Yanzhuan Lu, Xiaohan Sun, Bozhong Zheng, Yuze Wang, Zhiyun Zhao, Shaolin Liang, Min Xu
BACKGROUND: Artificial intelligence technology has become a mainstream trend in the development of medical informatization. Because of the complex structure and a large amount of medical data generated in the current medical informatization process, big data technology to assist doctors in scientific research and analysis and obtain high-value information has become indispensable for medical and scientific research. METHODS: This study aims to discuss the architecture of diabetes intelligent digital platform by analyzing existing data mining methods and platform building experience in the medical field, using a large data platform building technology utilizing the Hadoop system, model prediction, and data processing analysis methods based on the principles of statistics and machine learning...
2022: Frontiers in Public Health