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Basic Hospital's Pharmacy Management System Based On Association Rules

Posted on:2020-10-17Degree:MasterType:Thesis
Country:ChinaCandidate:X H ZhangFull Text:PDF
GTID:2404330572489735Subject:Computer technology
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In the management of medical resources,the previous manual and paper-document management mode are not only inefficient in the utilization of human and material resources but also easy to cause a series of management problems which are generated by manual errors and documents loss.These modes are no longer meeting the management needs of modern hospitals.To solve such management problems,synthesizing the development of computer information technology in recent years,using rigorous and efficient computer management procedures to achieve more efficient and more scientific modern management is an inevitable trend in the hospital medical management field.Association rule mining is a vital mission in data mining technology.The rules expressions obtained by the algorithm are simple and easy to elaborate and understand.Because of its characteristics,the research on mining association rules from large databases has become a hotspot in the field of data mining research in recent years.According to the actual needs of the primary hospitals,this paper builds a pharmacy management system which also meets the future development of the primary hospital.By using this management system,the staff can manage the routine duties of pharmacy like daily drug access,inventory,price adjustment and some other work in a better and efficient way.The main research contents of this paper are summarized as follows:1.Research the application status of the pharmacy management system in primary and secondary hospitals at home and abroad,and the application status of the association rules in the information management system at home and abroad.Next,analyze and summarize the application status of the pharmacy management system and association rules.2.Application of association rules in pharmacy spatial layout.Study how to combine the association rules in data mining technology with the pharmacy management system,and extract useful information hidden in the data from a large amount of data.Then using the mining results,firstly,optimize the outpatient pharmacylayout.Secondly,shorten the patient waiting time.And lastly,reduce the workload of staff.3.Analysis and design of pharmacy management system in primary hospital.Design a pharmacy management system with reasonable and scientific structure,simple interface,and easy to operate.Then,help the pharmacy staff to manage drug purchasing,delivering,and other work.4.Implementation of pharmacy management system in primary hospital.According to the design results,program the primary hospital pharmacy management system using Python,Django Web Framework,MySQL database,and ensure the common operation of the system.With implementing the system in the hospital,firstly,the work efficiency of the pharmacy management stuff is improved to a large extent.Secondly,the errors caused by the artificial work in the work process are reduced.Thirdly,the patients' diagnosis and treatment are further facilitated.And lastly,the overall service level of the hospital is improved.
Keywords/Search Tags:Drug Management, Association Rules, Apriori Algorithm, Layout Optimization
PDF Full Text Request
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