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Titlebook: Intelligent Medical Decision Support System Based on Imperfect Information; The Case of Ovarian Krzysztof Dyczkowski Book 2018 Springer In

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发表于 2025-3-21 16:24:09 | 显示全部楼层 |阅读模式
书目名称Intelligent Medical Decision Support System Based on Imperfect Information
副标题The Case of Ovarian
编辑Krzysztof Dyczkowski
视频video
概述Describes and outlines the theoretical foundations of the OvaExpert system created by the author and his team.Demonstrates how the system helps physicians diagnose ovarian tumors using computational i
丛书名称Studies in Computational Intelligence
图书封面Titlebook: Intelligent Medical Decision Support System Based on Imperfect Information; The Case of Ovarian  Krzysztof Dyczkowski Book 2018 Springer In
描述This book discusses computer-supported medical diagnosis with a particular focus on ovarian tumor diagnosis – since ovarian cancer is difficult to diagnose and has high mortality rates, especially in Central and Eastern Europe. It presents the theoretical foundations (both medical and mathematical) of the intelligent OvaExpert system, which supports decision-making in tumor diagnosis. OvaExpert was created primarily to help gynecologists predict the malignancy of ovarian tumors by applying the existing diagnostic models and using modern methods of computational intelligence that accommodate imprecise and imperfect medical data, both of which are common features of everyday medical practice. The book presents novel methods based on interval-valued fuzzy sets and the theory of their cardinalities.. .
出版日期Book 2018
关键词Computational Intelligence; Intelligent Medical Decision Support System; Ovarian Tumor Diagnosis; Inter
版次1
doihttps://doi.org/10.1007/978-3-319-67005-8
isbn_softcover978-3-319-88363-2
isbn_ebook978-3-319-67005-8Series ISSN 1860-949X Series E-ISSN 1860-9503
issn_series 1860-949X
copyrightSpringer International Publishing AG 2018
The information of publication is updating

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发表于 2025-3-21 22:09:10 | 显示全部楼层
OvaExpert System,This chapter details the implementation of the intelligent decision support system OvaExpert for the diagnosis of ovarian tumors. The individual diagnostic modules are discussed and an analysis of the efficacy of the decision-making methods is presented.
发表于 2025-3-22 01:56:56 | 显示全部楼层
978-3-319-88363-2Springer International Publishing AG 2018
发表于 2025-3-22 08:38:34 | 显示全部楼层
Intelligent Medical Decision Support System Based on Imperfect Information978-3-319-67005-8Series ISSN 1860-949X Series E-ISSN 1860-9503
发表于 2025-3-22 12:27:51 | 显示全部楼层
发表于 2025-3-22 16:25:13 | 显示全部楼层
Medical Foundations,the basic information on ovarian tumors as well as existing models supporting their differentiation. The techniques used to evaluate the efficacy of prediction methods are also discussed. We point to some problems connected with medical data imperfection.
发表于 2025-3-22 17:56:12 | 显示全部楼层
发表于 2025-3-22 22:45:56 | 显示全部楼层
Summary, make effective decisions despite gaps in the input data. These methods were used in the implementation of the Intelligent Diagnostic System for Ovarian Tumors OvaExpert, which is also described in this publication
发表于 2025-3-23 03:51:56 | 显示全部楼层
发表于 2025-3-23 05:52:41 | 显示全部楼层
Krzysztof DyczkowskiDescribes and outlines the theoretical foundations of the OvaExpert system created by the author and his team.Demonstrates how the system helps physicians diagnose ovarian tumors using computational i
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