Fuzzy and neuro-fuzzy systems in medicine
著者
書誌事項
Fuzzy and neuro-fuzzy systems in medicine
（The CRC Press international series on computational intelligence / series editor L. C. Jain）
CRC Press, c1999
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注記
Includes bibliographical references and index
内容説明・目次
内容説明
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.
目次
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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