Medical data mining system and method based on big data

Abstract

The invention discloses a medical data mining system and method based on big data, and relates to the technical field of big data mining. The system comprises hospital clinical medical data platforms respectively arranged in hospitals of various regions, and a medical big data service system interactively connected with the hospital clinical medical data platforms. The hospital clinical medical data platform comprises a medical data acquisition layer and a medical data interaction layer. The medical data acquisition layer comprises clinical medical data acquisition equipment, a POCT data acquisition subsystem, an electronic medical record management subsystem and a medicine management subsystem, and the medical data interaction layer comprises a Web application server provided with a Web container and a user operation data storage database. The medical mining system solves the problems that an existing medical mining system cannot comprehensively and systematically carry out clinical medical data mining, storage and utilization, a unified system is not formed, data utilization is carried out in a targeted mode, and the utilization rate of medical resource data is low.

Description

technical field [0001] The invention belongs to the technical field of big data mining, and in particular relates to a medical data mining system and method based on big data. Background technique [0002] With the rapid development of society and information technology, modern hospital management is increasingly inseparable from the support of information technology such as computers, networks, and databases. In each region and at each time, there will be a lot of patients in the hospital. They are undergoing various physical examinations. Doctors prescribe various doses of drugs in a targeted manner, and record the physical conditions of patients in different time periods. These clinical parameters In reality, it has not been uniformly mined, collected, stored and utilized, and a unified system has not been formed to utilize data in a targeted manner. This is due to technical reasons and a huge project, and on the other hand, due to people's information The security aware...

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Problems solved by technology

[0003] The purpose of the present invention is to provide a medical data mining system and method based on big data, by setting up a clinical medical data collection equipment, POCT data collection subsystem, electronic medical record management subsystem, medical Hospital clinical medical data platform composed of management subsystem and web application server, a medical big data service system composed of resource database unit, clinical medical big data analysis service unit, and clinical medical big data analysis application unit on the cloud server side, the hospital The clinical medical data platform and the medical big data service system are connected through the communication interface module, which solves the problem that the existing medical mining system cannot comprehensively and systematically carry out clinical medical data mining, storage and utilization, and has not formed a unified system pertinence Data utilization, the problem of low data utilization of medical resources

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