An analysis of the results of the inductive formation of diagnostic medical knowledge databases


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This paper proposes a problem-oriented method for the objective formation of easily interpretable knowledge databases for intelligent systems. We describe the InForMedKB software complex, which is designed for the inductive formation of medical diagnostics knowledge databases; it was used to perform the proposed method. Expert analysis of the results of using the developed software complex, viz., the inductively formed Acute Appendicitis database of medical diagnostic knowledge for a mathematical dependence model with parameters, which is near real-life ontology of medical diagnostics, is given.

作者简介

A. Kleshchev

Intelligent Systems Laboratory, Institute of Automation and Control Processes, Far East Branch

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Email: kleschev@iacp.dvo.ru
俄罗斯联邦, Vladivostok

M. Petryaeva

Intelligent Systems Laboratory, Institute of Automation and Control Processes, Far East Branch

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Email: margaret@iacp.dvo.ru
俄罗斯联邦, Vladivostok

S. Smagin

Department of Applied Mathematics, Mechanics, Control and Software, School of Natural Sciences

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Email: smagin.sv@dvfu.ru
俄罗斯联邦, Vladivostok, Russky Island

M. Chernyakhovskaya

Intelligent Systems Laboratory, Institute of Automation and Control Processes, Far East Branch

Email: smagin.sv@dvfu.ru
俄罗斯联邦, Vladivostok

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