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| Construction of the cloud platform of science and technology service for middle-aged and elderly men with prostate diseases based on big data |
| ZHANG Xuhui1 ZHANG Bin1 HAN Shuaihong1 YU Lei2 JING Qiang1 LIU Yifan1 JIN Zhen2 WANG Dongwen3 |
1.Department of Urology,First Hospital of Shanxi Medical University,Shanxi Province,Taiyuan 030001,China;
2.Complex Systems Research Center,Shanxi University,Shanxi Province,Taiyuan 030006,China;
3.Department of Urology,Cancer Hospital &Shenzhen Hospital,Chinese Academy of Medical Sciences and Peking Union Medical College,Guangdong Province,Shenzhen 518116,China |
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Abstract Patients with chronic diseases represented by middle-aged and elderly men′s prostate diseases are mostly complicated with basic diseases and poor immunity.In the current trend of population aging in China,they not only have high demand for health education,but also have weak acceptance ability of scientific and technological services,low transmission efficiency of medical history information and poor user compliance.It is the representative group of middle-aged and elderly chronic diseases in health management.In order to meet the scientific and technological service needs of this group in health consultation,medical consultation and treatment follow-up,this study sorted and processed the big data of middle-aged and elderly men′s prostate diseases,and drew the corresponding disease knowledge map through K-Means clustering analysis,deep neural network and other algorithms,then carried out intelligent analysis.Finally,the construction of artificial intelligence auxiliary platform in the process of disease prevention and followup was realized.The construction of this platform lays a platform foundation for further exploring the design strategy of scientific and technological cloud service,and is also an useful attempt in health management of chronic diseases for middle-aged and elderly men.
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