Formalization of the stages of diagnostic and therapeutic measures in decision support systems in medicine

Anatoliy I. Povoroznyuk; Anna E. Filatova; Georgij R. Mumladze; Alexandra S. Zlepko; Dmytro H. Shtofel; Andrii I. Bezuglyi; Waldemar Wójcik; Ulzhalgas Zhunissova

doi:10.1117/12.2536973

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6 November 2019 Formalization of the stages of diagnostic and therapeutic measures in decision support systems in medicine

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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Proceedings Volume 11176, Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2019; 111762X (2019) https://doi.org/10.1117/12.2536973
Event: Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2019, 2019, Wilga, Poland

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.

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Anatoliy I. Povoroznyuk, Anna E. Filatova, Georgij R. Mumladze, Alexandra S. Zlepko, Dmytro H. Shtofel, Andrii I. Bezuglyi, Waldemar Wójcik, and Ulzhalgas Zhunissova "Formalization of the stages of diagnostic and therapeutic measures in decision support systems in medicine", Proc. SPIE 11176, Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2019, 111762X (6 November 2019); https://doi.org/10.1117/12.2536973

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