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Intelligent Medical Decision Support System Based on Imperfect Information
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The Case of Ovarian Tumor Diagnosis
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Artikel-Nr:
9783319670041
Veröffentl:
2017
Seiten:
123
Autor:
Krzysztof Dyczkowski
Gewicht:
338 g
Format:
243x171x14 mm
Serie:
735, Studies in Computational Intelligence
Sprache:
Englisch
Beschreibung:
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.
Describes and outlines the theoretical foundations of the OvaExpert system created by the author and his team
Introduction.- Medical foundations.- Elements of fuzzy set theory.- Cardinalities of interval-valued fuzzy sets and their applications in decision making with imperfect information.- OvaExpert System.- Summary.