Genetic and evolutionary computation : medical applications / edited by Stephen Smith, Stefano Cagnoni
Genetic and Evolutionary Computation: Medical Applicationsprovides 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, this book will appeal to a wide audience from software developers to medical scientists.Centred around a set of nine case studies on the application of GEC to different areas of medicine, the book offers an overview of applications of GEC to medicine, describes applications in which GEC is used to analyse medical images and data sets, derive advanced models, and suggest diagnoses and treatments, finally providing hints about possible future advancements of genetic and evolutionary computation in medicine.Explores the rapidly growing area of genetic and evolutionary computation in context of its viable and exciting payoffs in the field of medical applications.Explains the underlying theory, typical applications and detailed implementation.Includes general sections about the applications of GEC to medicine and their expected future developments, as well as specific sections on applications of GEC to medical imaging, analysis of medical data sets, advanced modelling, diagnosis and treatment.Features a wide range of tables, illustrations diagrams and photographs..
| Medienart: |
E-Book |
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| Erscheinungsjahr: |
2010 |
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| Erschienen: |
Chichester, U.K: Wiley ; 2010 |
| Reproduktion: |
Online-Ausg. ; 2011 |
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| Sprache: |
Englisch |
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| Beteiligte Personen: |
Smith, Stephen L., 1962- [Sonstige Person] |
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| Links: |
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| ISBN: |
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| Nlm: |
QU 26.5 |
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| Themen: |
Algorithms |
| Anmerkungen: |
Includes bibliographical references and index |
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| Umfang: |
Online-Ressource (xvi, 233 p) ; IllustratorIn |
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| Förderinstitution / Projekttitel: |
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| PPN (Katalog-ID): |
687113636 |
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| 245 | 1 | 0 | |a Genetic and evolutionary computation |b medical applications |c edited by Stephen Smith, Stefano Cagnoni |
| 264 | 1 | |a Chichester, U.K |b Wiley |c 2010 | |
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| 500 | |a Includes bibliographical references and index | ||
| 505 | 8 | 0 | |a Genetic and Evolutionary Computation; Contents; About the Editors; List of Contributors; 1 Introduction; 2 Evolutionary Computation: A Brief Overview; 3 A Review of Medical Applications of Genetic and Evolutionary Computation; 4 Applications of GEC in Medical Imaging; 5 New Analysis of Medical Data Sets using GEC; 6 Advanced Modelling, Diagnosis and Treatment using GEC; 7 The Future for Genetic and Evolutionary Computation in Medicine: Opportunities, Challenges and Rewards; Appendix: Introductory Books and Useful Links; Index |
| 505 | 8 | 0 | |a Genetic and Evolutionary Computation; Contents; About the Editors; List of Contributors; 1 Introduction; 2 Evolutionary Computation: A Brief Overview; 3 A Review of Medical Applications of Genetic and Evolutionary Computation; 4 Applications of GEC in Medical Imaging; 5 New Analysis of Medical Data Sets using GEC; 6 Advanced Modelling, Diagnosis and Treatment using GEC; 7 The Future for Genetic and Evolutionary Computation in Medicine: Opportunities, Challenges and Rewards; Appendix: Introductory Books and Useful Links; Index; |
| 520 | |a Genetic and Evolutionary Computation: Medical Applicationsprovides 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, this book will appeal to a wide audience from software developers to medical scientists.Centred around a set of nine case studies on the application of GEC to different areas of medicine, the book offers an overview of applications of GEC to medicine, describes applications in which GEC is used to analyse medical images and data sets, derive advanced models, and suggest diagnoses and treatments, finally providing hints about possible future advancements of genetic and evolutionary computation in medicine.Explores the rapidly growing area of genetic and evolutionary computation in context of its viable and exciting payoffs in the field of medical applications.Explains the underlying theory, typical applications and detailed implementation.Includes general sections about the applications of GEC to medicine and their expected future developments, as well as specific sections on applications of GEC to medical imaging, analysis of medical data sets, advanced modelling, diagnosis and treatment.Features a wide range of tables, illustrations diagrams and photographs. | ||
| 530 | |a Electronic reproduction; Available via World Wide Web | ||
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