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Fuzzy and Neuro-Fuzzy Systems in Medicine: (2 International Series on Computational Intelligence)

Fuzzy and Neuro-Fuzzy Systems in Medicine: (2 International Series on Computational Intelligence)

          
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About the Book

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.

Table of Contents:
Fundamentals and Neuro-Fuzzy Signal Processing Fuzzy Logic and Neuro-Fuzzy Systems in Medicine and Bio-Medical Engineering: A Historical Perspective The Brain as a Fuzzy Machine: A Modeling Problem Brain State Identification and Forecasting of Acute Pathology Using Unsupervised Fuzzy Clustering of EEG Temporal Patterns Contouring Blood Pool Myocardial Gated SPECT Images with Use of a Sequence of Three Techniques Based on Wavelets, Neural Networks, and Fuzzy Logic Unsupervised Brain Tumor Segmentation Using Knowledge-Based Fuzzy Techniques Neuro-Fuzzy Knowledge Processing An Identification of Handling Uncertainties within Medical Screening: A Case Study within Screening for Breast Cancer A Fuzzy System for Dental Development Age Evaluation Fuzzy Expert System for Myocardial Ischemia Diagnosis Design and Tuning of Fuzzy Rule-Based Systems for Medical Diagnosis Integration of Medical Knowledge in an Expert System for Use in Intensive Care Medicine Neuro-Fuzzy Control and Hardware Fuzzy Control and Decision Making in Drug Delivery Neuro-Fuzzy Hardware in Medical Applications System Requirements for Fuzzy and Neuro-Fuzzy Hardware in Medical Equipment Neural Networks and Fuzzy-Based Integrated Circuit and System Solutions Applied to the Bio-Medical Field


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Product Details
  • ISBN-13: 9780849398063
  • Publisher: Taylor & Francis Inc
  • Publisher Imprint: CRC Press Inc
  • Height: 235 mm
  • No of Pages: 432
  • Series Title: 2 International Series on Computational Intelligence
  • Weight: 780 gr
  • ISBN-10: 0849398061
  • Publisher Date: 30 Sep 1998
  • Binding: Hardback
  • Language: English
  • Returnable: N
  • Spine Width: 27.25 mm
  • Width: 156 mm


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