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Intelligent Medical Decision Support System Based on Imperfect Information

Name: Intelligent Medical Decision Support System Based on Imperfect Information
Brand: Springer International Publishing AG
SKU: 16830556
Price: 44898 HUF
Availability: InStock
Author: Krzysztof Dyczkowski
ISBN: 9783319670041

The Case of Ovarian Tumor Diagnosis

Krzysztof Dyczkowski

Language

English

Book Hardback

Libristo code: 16830556

Publishers Springer International Publishing AG, October 2017

This book deals with a computer-supported medical diagnosis with particular focus on ovarian tumor d... Full description

Libristo code: 16830556

300 b

44 898 Ft

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This book deals with a computer-supported medical diagnosis with particular focus on ovarian tumor diagnosis. The book presents theoretical foundations (both medical and mathematical) of the intelligent OvaExpert system which supports the decision-making process in tumor diagnosis. The main purpose for creating OvaExpert was to support a gynecologist in the process of predicting the malignancy of ovarian tumors by applying the existing diagnostic models and using modern methods of computational intelligence which allow for imprecision and imperfection of the medical data, both of which are common features of the everyday medical practice. The authors had good reasons to focus on this particular cancer. Ovarian cancer is difficult to diagnose and has high mortality, especially in the Central and Eastern Europe. The book presents novel methods based on interval-valued fuzzy sets and the theory of their cardinalities.