Design And Application Of Data Mining System Based On Medical Records

With the deepening of reform of medical and health care is gradually moving towards standardization and marketization and standardization. Old hospital management model is not adapted to current trends, comprehensive promotion and application of information technology has become an inevitable trend, how to use information technology to improve health care, and improve the quality of service, improving the environment, increase hospital revenue has become an important hospital information construction and significance.Now the development of information technology have come to the age of big data, but also promotes the application of medical industry based on data and research and application of data mining techniques are most prominent. Data mining can provide decision support to hospital administrators, hospital resources, quality control, clinical diagnosis and treatment of many aspects, such as technical support. Data mining theory comes from Western countries, and has a wide range of applications. China's research in this area started late, is a little more mature and stable in hospital.Based on the medical record data mining system is a large hospital in Henan province as the research object, first introduces the meaning and background of research, describes medical records involved in data mining system data warehouse, OLAP, data mining technology. Then on the information of the hospital building as well as the development of the case management process, combining HIS, EMRS, LIS, PACS, and other key applications of real-world data, forming subject-oriented technical specifications based on business requirements. On based on medical records data mining of building module for analysis research, according to actual application needs for system design, in system design in the main according to currently medical data of features, for clinical research, and disease diagnosis, and recommended treatment, and management forecast for data warehouse of design planning, research data warehouse (data market) of design process, and table structure, and field type and achieved of operation statement,, and on ETL of achieved way and interface of show also for has design analysis. The actual scenario for patient information such as location, cost, registration time taken, and details of how to use data mining system for analysis research, and ultimately to graphically show. Find potential association rules for optimizing treatment processes, improve service quality, improve medical environment provides decision support.Theory with practice, based on data mining of medical records can provide powerful decision support to hospital information construction. Verified that theory, using theory to guide practice. Data mining based on medical records in the hospital's information in the application that has broad prospects for development, and will bring substantial economic benefits and social benefits for the hospital.