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Data Analysis And Modeling Based On Hospital Emergency Record

Posted on:2017-02-22Degree:MasterType:Thesis
Country:ChinaCandidate:J L ShenFull Text:PDF
GTID:2174330482990156Subject:Probability theory and mathematical statistics
Abstract/Summary:PDF Full Text Request
With the hospital information system (Hospital Information System, HIS) popularization and promotion, hospital business data gradually converted into electronic information. Over time, hospital outpatient and emergency departments has accumulated a large amount of data, a wealth of information hidden in the meantime did not effectively utilized. For these analyzes underlying information, mining, discovery activities law door emergency medical service data analyzed for potential information services reflected in the data, and to provide better decision support for hospital outpatient and emergency management.Through basic business data (patient’s basic information-age, sex, registration department, type of registration, registration time, disease, etc.) Hospital of the classification analysis, found that each variable has on the treatment of patients. Through association between each data variables analyzed by chi-square test and we found that basically there is any relationship between the variables. Through the emergency departments and specialist outpatient departments were Logistic regression analysis model, combined with the actual situation specific analysis shows. Find in-depth analysis of business data through the emergency door, can not only provide for the Hospital of improving the regulatory environment, a reasonable allocation of resources, improve the quality of medical care strong support, but also for the hospital to respond to emergencies, improve patient satisfaction, improve the doctor-patient relationship improve social credibility hospital has great significance.
Keywords/Search Tags:hospital outpatient and emergency departments, association analysis, chi-square test, logistic regression
PDF Full Text Request
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