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Formalization of the stages of diagnostic and therapeutic measures in decision support systems in medicine
Author(s): Anatoliy I. Povoroznyuk; Anna E. Filatova; Georgij R. Mumladze; Alexandra S. Zlepko; Dmytro H. Shtofel; Andrii I. Bezuglyi; Waldemar Wójcik; Ulzhalgas Zhunissova
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Paper Abstract

The purpose of this study is to formalize the stages of diagnostic and therapeutic measures in the design of computer decision support systems in medicine. Functional, structural and mathematical models of diagnostic and treatment measures are developed with the aim of increasing the efficiency of medical services and minimizing the risks of medical errors. Analysis of diagnosed states in the space of medical actions allowed developing a method of hierarchical clustering of diagnoses in the space of medical actions and substantiating the threshold values of permissible uncertainties in the diagnostic decision rule.

Paper Details

Date Published: 6 November 2019
PDF: 8 pages
Proc. SPIE 11176, Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2019, 111762X (6 November 2019); doi: 10.1117/12.2536973
Show Author Affiliations
Anatoliy I. Povoroznyuk, National Technical Univ. (Ukraine)
Anna E. Filatova, National Technical Univ. (Ukraine)
Georgij R. Mumladze, National Technical Univ. (Ukraine)
Alexandra S. Zlepko, Vinnytsia National Pirogov Memorial Medical Univ. (Ukraine)
Dmytro H. Shtofel, Vinnytsia National Technical Univ. (Ukraine)
Andrii I. Bezuglyi, Vinnytsia State Pedagogical Univ. (Ukraine)
Waldemar Wójcik, Lublin Univ. of Technology (Poland)
Ulzhalgas Zhunissova, Astana Medical Univ. (Kazakhstan)


Published in SPIE Proceedings Vol. 11176:
Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2019
Ryszard S. Romaniuk; Maciej Linczuk, Editor(s)

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