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.
After an introduction, the book progresses from one topic to another - with a linear development from fundamentals to applications.
Chapters discuss:
The well-balanced chapters cover all the major fields in medicine and biomedical engineering, including imaging, prosthetics, psychology, medical equipment, diagnosis, and treatment.
