Intelligent Medical Decision Support System Based on Imperfect Information: The Case of Ovarian Tumor Diagnosis: 735 (Studies in Computational Intelligence, 735) - Hardcover

Book 245 of 538: Studies in Computational Intelligence

Dyczkowski, Krzysztof

 
9783319670041: Intelligent Medical Decision Support System Based on Imperfect Information: The Case of Ovarian Tumor Diagnosis: 735 (Studies in Computational Intelligence, 735)
Hardcover
ISBN 10: 3319670042 ISBN 13: 9783319670041
Publisher: Springer, 2017

Synopsis

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.

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From the Back Cover

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.

"About this title" may belong to another edition of this title.

Publisher
Springer
Publication date
2017
Language
English
ISBN 10 
3319670042
ISBN 13 
9783319670041
Binding
Hardcover
Edition number
1
Number of pages
144

Other Popular Editions of the Same Title

9783319883632: Intelligent Medical Decision Support System Based on Imperfect Information: The Case of Ovarian Tumor Diagnosis: 735 (Studies in Computational Intelligence, 735)

Featured Edition

ISBN 10:  3319883631 ISBN 13:  9783319883632
Publisher: Springer, 2018
Softcover