FEATURES OF WEB-APPLICATION ENGINEERING FOR AUTOMATED MEDICAL DIAGNOSTICS
Journal Title: Вчені записки Таврійського національного університету імені В. І. Вернадського. Серія: Технічні науки - Year 2018, Vol 29, Issue 5
Abstract
In this article, the features of engineering of web-application DiaSpectrEx are examined. DiaSpectrEx is intended for automating of medical diagnosis of the human respiratory system. DiaSpectrEx uses an innovative medical technique that makes it possible to do the diagnostic process safe for all categories of patients. High accuracy of results is achieved due to the use of a set of diagnostic classifiers: “neural network”, “statistical classifier”, “k-nearest neighbours” method. In this paper, the architectural features of the web-application DiaSpectrEx are examined and main UML diagrams are presented. The conditions of diagnostic classifiers using are formalized.
Authors and Affiliations
Н. О. Комлева, О. О. Комлева, Г. О. Комлева
Keywords
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