Intelligent Medical Decision Support System Based on Imperfect Information The Case of Ovarian Tumor Diagnosis /

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)...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριος συγγραφέας: Dyczkowski, Krzysztof (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2018.
Έκδοση:1st ed. 2018.
Σειρά:Studies in Computational Intelligence, 735
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
LEADER 03384nam a2200541 4500
001 978-3-319-67005-8
003 DE-He213
005 20191021181311.0
007 cr nn 008mamaa
008 171003s2018 gw | s |||| 0|eng d
020 |a 9783319670058  |9 978-3-319-67005-8 
024 7 |a 10.1007/978-3-319-67005-8  |2 doi 
040 |d GrThAP 
050 4 |a Q342 
072 7 |a UYQ  |2 bicssc 
072 7 |a TEC009000  |2 bisacsh 
072 7 |a UYQ  |2 thema 
082 0 4 |a 006.3  |2 23 
100 1 |a Dyczkowski, Krzysztof.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
245 1 0 |a Intelligent Medical Decision Support System Based on Imperfect Information  |h [electronic resource] :  |b The Case of Ovarian Tumor Diagnosis /  |c by Krzysztof Dyczkowski. 
250 |a 1st ed. 2018. 
264 1 |a Cham :  |b Springer International Publishing :  |b Imprint: Springer,  |c 2018. 
300 |a XXI, 123 p. 55 illus., 51 illus. in color.  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
347 |a text file  |b PDF  |2 rda 
490 1 |a Studies in Computational Intelligence,  |x 1860-949X ;  |v 735 
505 0 |a 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. 
520 |a 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. 
650 0 |a Computational intelligence. 
650 0 |a Artificial intelligence. 
650 0 |a Biomedical engineering. 
650 0 |a Oncology  . 
650 1 4 |a Computational Intelligence.  |0 http://scigraph.springernature.com/things/product-market-codes/T11014 
650 2 4 |a Artificial Intelligence.  |0 http://scigraph.springernature.com/things/product-market-codes/I21000 
650 2 4 |a Biomedical Engineering/Biotechnology.  |0 http://scigraph.springernature.com/things/product-market-codes/B24000 
650 2 4 |a Oncology.  |0 http://scigraph.springernature.com/things/product-market-codes/H33160 
650 2 4 |a Biomedical Engineering and Bioengineering.  |0 http://scigraph.springernature.com/things/product-market-codes/T2700X 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer eBooks 
776 0 8 |i Printed edition:  |z 9783319670041 
776 0 8 |i Printed edition:  |z 9783319670065 
776 0 8 |i Printed edition:  |z 9783319883632 
830 0 |a Studies in Computational Intelligence,  |x 1860-949X ;  |v 735 
856 4 0 |u https://doi.org/10.1007/978-3-319-67005-8  |z Full Text via HEAL-Link 
912 |a ZDB-2-ENG 
950 |a Engineering (Springer-11647)