Genetic and evolutionary computation : medical applications / edited by Stephen Smith, Stefano Cagnoni.

Genetic and Evolutionary Computation: Medical Applications provides an overview of the range of GEC techniques being applied to medicine and healthcare in a context that is relevant not only for existing GEC practitioners but also those from other disciplines, particularly health professionals. Ther...

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Bibliographic Details
Other Authors: Smith, Stephen L., 1962-, Cagnoni, Stefano, 1961-
Format: eBook
Language:English
Published: Chichester, U.K. : Wiley, 2010.
Subjects:
Online Access:Click for online access

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245 0 0 |a Genetic and evolutionary computation :  |b medical applications /  |c edited by Stephen Smith, Stefano Cagnoni. 
260 |a Chichester, U.K. :  |b Wiley,  |c 2010. 
300 |a 1 online resource (233 pages) 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
347 |a data file 
504 |a Includes bibliographical references and index. 
505 0 |a Evolutionary computation : a brief overview -- A review of medical applications of genetic and evolutionary computation -- Evolutionary deformable models for medical image segmentation / Chris McIntosh and Ghassan Hamarneh -- Feature selection for the classification of microcalcifications in digital mammograms using genetic algorithms, sequential search, and class separability / Santiago E. Conant-Pablos, Rolando R. Hernández-Cisneros and Hugo Terashima-Marin -- Hybrid detection of features within the retinal fundus using a genetic algorithm / Vitoantonio Bevilacqua [and others] -- Genetic programming for exploring medical data using visual spaces / Julio J. Valdes, Alan J. Barton, and Robert Orchard -- An interactive search for rules in medical data using multiobjective evolutionary algorithms / Daniela Zaharie, Diana Lungeanu, and Flavia Zamfirache -- Analysis of mammography reports using maximum variation sampling / Robert M. Patton, Barbara G. Beckerman, and Thomas E. Potok -- Towards an alternative to magnetic resonance imaging for vocal tract shape measurement using the principles of evolution / David M. Howard, Andy M. Tyrrell, and Crispin Cooper -- The objective assessment of visuo-spatial ability using implicit context representation cartesian genetic programming / Michael A. Lones and Stephen L. Smith -- How genetic algorithms can improve pacemaker efficiency / Laurent Dumas and Linda El Alaoui -- The future for genetic and evolutionary computation in medicine : opportunities, challenges and rewards. 
520 |a Genetic and Evolutionary Computation: Medical Applications provides an overview of the range of GEC techniques being applied to medicine and healthcare in a context that is relevant not only for existing GEC practitioners but also those from other disciplines, particularly health professionals. There is rapidly increasing interest in applying evolutionary computation to problems in medicine, but to date no text that introduces evolutionary computation in a medical context. By explaining the basic introductory theory, typical application areas and detailed implementation in one coherent volume. 
588 0 |a Print version record. 
546 |a English. 
650 0 |a Medicine  |x Data processing. 
650 0 |a Genetic programming (Computer science) 
650 0 |a Evolutionary programming (Computer science) 
650 0 |a Molecular evolution. 
650 7 |a algorithms.  |2 aat 
650 7 |a TECHNOLOGY & ENGINEERING  |x Biomedical.  |2 bisacsh 
650 7 |a MEDICAL  |x Family & General Practice.  |2 bisacsh 
650 7 |a MEDICAL  |x Allied Health Services  |x Medical Technology.  |2 bisacsh 
650 7 |a MEDICAL  |x Biotechnology.  |2 bisacsh 
650 7 |a MEDICAL  |x Lasers in Medicine.  |2 bisacsh 
650 7 |a Molecular evolution  |2 fast 
650 7 |a Evolutionary programming (Computer science)  |2 fast 
650 7 |a Genetic programming (Computer science)  |2 fast 
650 7 |a Medicine  |x Data processing  |2 fast 
700 1 |a Smith, Stephen L.,  |d 1962-  |1 https://id.oclc.org/worldcat/entity/E39PCjCkvPByMfjhbvvm4DDrdP 
700 1 |a Cagnoni, Stefano,  |d 1961-  |1 https://id.oclc.org/worldcat/entity/E39PCjBwMXHMvRfg8rf8YRQTHC 
758 |i has work:  |a Genetic and evolutionary computation (Text)  |1 https://id.oclc.org/worldcat/entity/E39PCFWFJfbcyf7JRfB3K6vdV3  |4 https://id.oclc.org/worldcat/ontology/hasWork 
776 0 8 |i Print version:  |t Genetic and evolutionary computation.  |d Chichester, U.K. : Wiley, 2010  |z 9780470748138  |w (DLC) 2010025421  |w (OCoLC)645598096 
856 4 0 |u https://ebookcentral.proquest.com/lib/holycrosscollege-ebooks/detail.action?docID=624700  |y Click for online access 
903 |a EBC-AC 
994 |a 92  |b HCD