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Computational Intelligence Processing in Medical Diagnosis

  • Book
  • © 2002

Overview

Editors:
  1. Manfred Schmitt

    1. Technical University of Munich, München, Germany

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  2. Horia-Nicolai Teodorescu

    1. Romanian Academy, Bucharest, Romania

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  3. Ashlesha Jain

    1. The Queens Elizabeth Hospital, Woodville, Adelaide, Australia

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  4. Ajita Jain

    1. Bellevue Residential Care Centre, Bellevue Heights, Adelaide, Australia

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  5. Sandyha Jain

    1. Julia Farr Services, Adelaide, Australia

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  6. Lakhmi C. Jain

    1. Knowledge-Based Intelligent, Engineering Systems Centre, University of South Australia, Mawson Lakes, Adelaide, Australia

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  • Fast and friendly-managed introduction to methods of computational intelligence applied to medicine
  • Easy to read without compromising the scientific content
  • Includes supplementary material: sn.pub/extras

Part of the book series: Studies in Fuzziness and Soft Computing (STUDFUZZ, volume 96)

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Table of contents (15 chapters)

  1. Front Matter

    Pages i-xx
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  2. An Introduction to Computational Intelligence in Medical Diagnosis

    • H.-N. Teodorescu, L. C. Jain
    Pages 1-11

  3. Computational Intelligence Techniques in Medical Decision Making: the Data Mining Perspective

    • V. Maojo, J. Sanandres, H. Billhardt, J. Crespo
    Pages 13-44

  4. Internet-Based Decision Support for Evidence-Based Medicine

    • J. Simpson, J. K. C. Kingston, N. Molony
    Pages 45-70

  5. Integrating Kernel Methods into a Knowledge-Based Approach to Evidence-Based Medicine

    • K. Morik, T. Joachims, M. Imhoff, P. Brockhausen, S. Rüping
    Pages 71-100

  6. Case-Based Reasoning Prognosis for Temporal Courses

    • R. Schmidt, L. Gierl
    Pages 101-128

  7. Pattern Recognition in Intensive Care Online Monitoring

    • R. Fried, U. Gather, M. Imhoff
    Pages 129-172

  8. Artificial Neural Network Models for Timely Assessment of Trauma Complication Risk

    • R. P. Marble, J. C. Healy
    Pages 173-195

  9. Artificial Neural Networks in Medical Diagnosis

    • Y. Fukuoka
    Pages 197-228

  10. The Application of Neural Networks in the Classification of the Electrocardiogram

    • C. D. Nugent, J. A. Lopez, N. D. Black, J. A. C. Webb
    Pages 229-260

  11. Neural Network Predictions of Significant Coronary Artery Stenosis in Women

    • B. A. Mobley, W. E. Moore, E. Schechter, J. E. Eichner, P. A. McKee
    Pages 261-290

  12. A Modular Neural Network System for the Analysis of Nuclei in Histopathological Sections

    • C. S. Pattichis, F. Schnorrenberg, C. N. Schizas, M. S. Pattichis, K. Kyriacou
    Pages 291-322

  13. Septic Shock Diagnosis by Neural Networks and Rule Based Systems

    • R. Brause, F. Hamker, J. Paetz
    Pages 323-356

  14. Monitoring Depth of Anesthesia

    • J. W. Huang, X.-S. Zhang, R. J. Roy
    Pages 357-389

  15. Combining Evolutionary and Fuzzy Techniques in Medical Diagnosis

    • C. A. Peña-Reyes, M. Sipper
    Pages 391-426

  16. Genetic Algorithms for Feature Selection in Computer-Aided Diagnosis

    • B. Sahiner, H. P. Chan, N. Petrick
    Pages 427-484

  17. Back Matter

    Pages 485-496
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Keywords

About this book

Computational intelligence techniques are gaining momentum in the medical prognosis and diagnosis. This volume presents advanced applications of machine intelligence in medicine and bio-medical engineering. Applied methods include knowledge bases, expert systems, neural networks, neuro-fuzzy systems, evolvable systems, wavelet transforms, and specific internet applications. The volume is written in view of explaining to the practitioner the fundamental issues related to computational intelligence paradigms and to offer a fast and friendly-managed introduction to the most recent methods based on computer intelligence in medicine.

Editors and Affiliations

  • Technical University of Munich, München, Germany

    Manfred Schmitt

  • Romanian Academy, Bucharest, Romania

    Horia-Nicolai Teodorescu

  • The Queens Elizabeth Hospital, Woodville, Adelaide, Australia

    Ashlesha Jain

  • Bellevue Residential Care Centre, Bellevue Heights, Adelaide, Australia

    Ajita Jain

  • Julia Farr Services, Adelaide, Australia

    Sandyha Jain

  • Knowledge-Based Intelligent, Engineering Systems Centre, University of South Australia, Mawson Lakes, Adelaide, Australia

    Lakhmi C. Jain

Bibliographic Information

  • Book Title: Computational Intelligence Processing in Medical Diagnosis

  • Editors: Manfred Schmitt, Horia-Nicolai Teodorescu, Ashlesha Jain, Ajita Jain, Sandyha Jain, Lakhmi C. Jain

  • Series Title: Studies in Fuzziness and Soft Computing

  • DOI: https://doi.org/10.1007/978-3-7908-1788-1

  • Publisher: Physica Heidelberg

  • eBook Packages: Springer Book Archive

  • Copyright Information: Springer-Verlag Berlin Heidelberg 2002

  • Hardcover ISBN: 978-3-7908-1463-7Published: 25 March 2002

  • Softcover ISBN: 978-3-7908-2509-1Published: 21 October 2010

  • eBook ISBN: 978-3-7908-1788-1Published: 11 November 2013

  • Series ISSN: 1434-9922

  • Series E-ISSN: 1860-0808

  • Edition Number: 1

  • Number of Pages: XX, 496

  • Topics: Health Informatics, Artificial Intelligence, Computer Appl. in Life Sciences

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