Intelligent Medical Decision Support System Based on Imperfect Information

Intelligent Medical Decision Support System Based on Imperfect Information
Author :
Publisher : Springer
Total Pages : 137
Release :
ISBN-10 : 9783319670058
ISBN-13 : 3319670050
Rating : 4/5 (050 Downloads)

Book Synopsis Intelligent Medical Decision Support System Based on Imperfect Information by : Krzysztof Dyczkowski

Download or read book Intelligent Medical Decision Support System Based on Imperfect Information written by Krzysztof Dyczkowski and published by Springer. This book was released on 2017-10-01 with total page 137 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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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