Articles liés à Fuzzy and Neuro-Fuzzy Systems in Medicine

Fuzzy and Neuro-Fuzzy Systems in Medicine - Couverture rigide

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9780849398063: Fuzzy and Neuro-Fuzzy Systems in Medicine

Synopsis

Fuzzy and Neuro-Fuzzy Systems in Medicineprovides a thorough review of state-of-the-art techniques and practices, defines and explains relevant problems, as well as provides solutions to these problems.
After an introduction, the book progresses from one topic to another - with a linear development from fundamentals to applications.

Chapters discuss:

  • a historical perspective of fuzzy systems technology and neuro-fuzzy systems technology in medicine and biology
  • the relationship of fuzzy logic to the human brain
  • analysis and classification of signals using fuzzy, neuro-fuzzy, and wavelet methods
  • wavelet analysis combined with neuro-fuzzy systems in contouring gated SPECT images of ventricles
  • a detailed application based on a knowledge-based system that uses fuzzy techniques, multispectral analysis, and image processing algorithms
  • applications in the field of dentistry
  • a dedicated system for myocardial ischemia diagnosis
  • a typical expert system used in intensive care units
  • designing and tuning fuzzy rules for medical diagnosis
  • knowledge processing, decision-making, and control strategies combined with control methods in medical equipment
  • current technological problems and trends in the neural and fuzzy hardware implementation field
    The well-balanced chapters cover all the major fields in medicine and biomedical engineering, including imaging, prosthetics, psychology, medical equipment, diagnosis, and treatment.
  • Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

    Présentation de l'éditeur

    Fuzzy and Neuro-Fuzzy Systems in Medicineprovides a thorough review of state-of-the-art techniques and practices, defines and explains relevant problems, as well as provides solutions to these problems.
    After an introduction, the book progresses from one topic to another - with a linear development from fundamentals to applications.

    Chapters discuss:

  • a historical perspective of fuzzy systems technology and neuro-fuzzy systems technology in medicine and biology
  • the relationship of fuzzy logic to the human brain
  • analysis and classification of signals using fuzzy, neuro-fuzzy, and wavelet methods
  • wavelet analysis combined with neuro-fuzzy systems in contouring gated SPECT images of ventricles
  • a detailed application based on a knowledge-based system that uses fuzzy techniques, multispectral analysis, and image processing algorithms
  • applications in the field of dentistry
  • a dedicated system for myocardial ischemia diagnosis
  • a typical expert system used in intensive care units
  • designing and tuning fuzzy rules for medical diagnosis
  • knowledge processing, decision-making, and control strategies combined with control methods in medical equipment
  • current technological problems and trends in the neural and fuzzy hardware implementation field
    The well-balanced chapters cover all the major fields in medicine and biomedical engineering, including imaging, prosthetics, psychology, medical equipment, diagnosis, and treatment.
  • Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.