Fuzzy and Rough Techniques in Medical Diagnosis and Medication

This volume provides readers with selected fuzzy and rough tools used to medical tasks, especially diagnosing and medication. To build a link between theoretical, mathematical excerpts and practical medical applications, the contents is formed as a sequen

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Studies in Fuzziness and Soft Computing, Volume 212 Editor-in-chief Prof. Janusz Kacprzyk Systems Research Institute Polish Academy of Sciences ul. Newelska 6 01-447 Warsaw Poland E-mail: [email protected] Further volumes of this series can be found on our homepage: springer.com Vol. 196. James J. Buckley Fuzzy Probability and Statistics, 2006 ISBN 978-3-540-30841-6 Vol. 197. Enrique Herrera-Viedma, Gabriella Pasi, Fabio Crestani (Eds.) Soft Computing in Web Information Retrieval, 2006 ISBN 978-3-540-31588-9 Vol. 198. Hung T. Nguyen, Berlin Wu Fundamentals of Statistics with Fuzzy Data, 2006 ISBN 978-3-540-31695-4 Vol. 199. Zhong Li Fuzzy Chaotic Systems, 2006 ISBN 978-3-540-33220-6 Vol. 200. Kai Michels, Frank Klawonn, Rudolf Kruse, Andreas Nürnberger Fuzzy Control, 2006 ISBN 978-3-540-31765-4 Vol. 201. Cengiz Kahraman (Ed.) Fuzzy Applications in Industrial Engineering, 2006 ISBN 978-3-540-33516-0 Vol. 202. Patrick Doherty, Witold Łukaszewicz, Andrzej Skowron, Andrzej Szałas Knowledge Representation Techniques: A Rough Set Approach, 2006 ISBN 978-3-540-33518-4 Vol. 203. Gloria Bordogna, Giuseppe Psaila (Eds.) Flexible Databases Supporting Imprecision and Uncertainty, 2006 ISBN 978-3-540-33288-6

Vol. 204. Zongmin Ma (Ed.) Soft Computing in Ontologies and Semantic Web, 2006 ISBN 978-3-540-33472-9 Vol. 205. Mika Sato-Ilic, Lakhmi C. Jain Innovations in Fuzzy Clustering, 2006 ISBN 978-3-540-34356-1 Vol. 206. A. Sengupta (Ed.) Chaos, Nonlinearity, Complexity, 2006 ISBN 978-3-540-31756-2 Vol. 207. Isabelle Guyon, Steve Gunn, Masoud Nikravesh, Lotfi A. Zadeh (Eds.) Feature Extraction, 2006 ISBN 978-3-540-35487-1 Vol. 208. Oscar Castillo, Patricia Melin, Janusz Kacprzyk, Witold Pedrycz (Eds.) Hybrid Intelligent Systems, 2007 ISBN 978-3-540-37419-0 Vol. 209. Alexander Mehler, Reinhard Köhler Aspects of Automatic Text Analysis, 2007 ISBN 978-3-540-37520-3 Vol. 210. Mike Nachtegael, Dietrich Van der Weken, Etienne E. Kerre, Wilfried Philips (Eds.) Soft Computing in Image Processing, 2007 ISBN 978-3-540-38232-4 Vol. 211. Alexander Gegov Complexity Management in Fuzzy Systems, 2007 ISBN 978-3-540-38883-8 Vol. 212. Elisabeth Rakus-Andersson Fuzzy and Rough Techniques in Medical Diagnosis and Medication, 2007 ISBN 978-3-540-49707-3

Elisabeth Rakus-Andersson

Fuzzy and Rough Techniques in Medical Diagnosis and Medication

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Elisabeth Rakus-Andersson Docent in Mathematics Blekinge Institute of Technology Department of Mathematics and Science 37179 Karlskrona Sweden E-mail: [email protected]

Library of Congress Control Number: 2006937349

ISSN print edition: 1434-9922 ISSN electronic edition: 1860-0808 ISBN-10 3-540-49707-2 Springer Berlin Heidelberg New York ISBN-13 978-3-540-49707-3 Springer Berlin Heidelberg New York This work is subject to copyright. All rights are reserved, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilm or in any other way, and storage in data banks. Dupli