In recent years,the increase of the medical institution has caused a dramatic increase of medical information,many medical institutions can't real-time to monitor medical data,so a real-time monitoring and analysis of medical information system is designed.Several types of application service layer algorithm model and data analysis model are used in the system,which helps the system quickly to deal with a lot of medical data and analysis.The system can grasp the dynamic changes of data in real time.In the data acquisition module,subband decomposition and synchronous trigger technology are integrated.The subband signals are synchronously triggered in parallel and serial ways,which speeds up the data transmission rate of the module and ensures synchronous sampling.The entity recognition model of medical information in the system adopts the structure of cross-sharing,which can simultaneously extract the interactive features of the data set and improve the recognition accuracy of the model.The experiment results show that the data analysis efficiency of this system is the highest,the overall time is less than 7 000 ms,and the entity recognition accuracy is 1.
Key words
medical information /
monitoring analysis /
data analysis model /
synchronous trigger /
entity recognition /
cross sharing
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