Applications of Neuro Fuzzy Systems in Medicine and Bio-Medical Engineering
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...
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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 biologythe relationship of fuzzy logic to the human brainanalysis and classification of signals using fuzzy, neuro-fuzzy, and wavelet methodswavelet analysis combined with neuro-fuzzy systems in contouring gated SPECT images of ventriclesa detailed application based on a knowledge-based system that uses fuzzy techniques, multispectral analysis, and image processing algorithmsapplications in the field of dentistrya dedicated system for myocardial ischemia diagnosisa typical expert system used in intensive care unitsdesigning and tuning fuzzy rules for medical diagnosisknowledge processing, decision-making, and control strategies combined with control methods in medical equipmentcurrent 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. Booknews Comprises 12 contributions which introduce the medical applications of fuzzy and neuro-fuzzy systems, with an emphasis on clinical applications. Representative topics include signal analysis, how fuzzy logic may originate in the brain, the unsupervised fuzzy clustering of electroencephalogram signals, the concepts of fuzzy logic applied to the description and analysis of occlusal harmony and to the correctness of the masticatory function, and a system based on fuzzy knowledge processing used in intensive care units. Of interest to researchers and students in radiology, neurology, dentistry, cardiology, biomedical engineering, computer science, and electrical engineering. Annotation c. by Book News, Inc., Portland, Or.
PrefaceA guide for using the volume in the classroomIndex of symbolsContributorsPt. 1Fundamentals and Neuro-Fuzzy Signal ProcessingCh. 1Fuzzy Logic and Neuro-Fuzzy Systems in Medicine and Bio-Medical Engineering. A Historical Perspective3Ch. 2The Brain As A Fuzzy Machine: A Modeling Problem17Ch. 3Brain State Identification and Forecasting of Acute Pathology Using Unsupervised Fuzzy Clustering Of EEG Temporal Patterns57Ch. 4Contouring Blood Pool Myocardial Gated SPECT Images With a Sequence of Three Techniques Based on Wavelets, Neural Networks, and Fuzzy Logic95Ch. 5Unsupervised Brain Tumor Segmentation Using Knowledge-Based and Fuzzy Techniques137Pt. 2Neuro-Fuzzy Knowledge ProcessingCh. 6An Identification of Handling Uncertainties Within Medical Screening: A Case Study Within Screening for Breast Cancer173Ch. 7A Fuzzy System for Dental Development Age Evaluation195Ch. 8Fuzzy Expert System for Myocardial Ischemia Diagnosis211Ch. 9Design and Tuning of Fuzzy Rule-Based Systems for Medical Diagnosis243Ch. 10Integration of Medical Knowledge in an Expert System for Use in Intensive Care Medicine291Pt. 3Neuro-Fuzzy Control and HardwareCh. 11Fuzzy Control and Decision Making in Drug Delivery319Ch. 12Neuro-Fuzzy Hardware in Medical Applications12. ASystem Requirements for Fuzzy and Neuro-Fuzzy Hardware in Medical Equipment34112. BNeural Networks and Fuzzy-Based Integrated Circuit and System Solutions Applied to the Biomedical Field361Index of Terms391
\ BooknewsComprises 12 contributions which introduce the medical applications of fuzzy and neuro-fuzzy systems, with an emphasis on clinical applications. Representative topics include signal analysis, how fuzzy logic may originate in the brain, the unsupervised fuzzy clustering of electroencephalogram signals, the concepts of fuzzy logic applied to the description and analysis of occlusal harmony and to the correctness of the masticatory function, and a system based on fuzzy knowledge processing used in intensive care units. Of interest to researchers and students in radiology, neurology, dentistry, cardiology, biomedical engineering, computer science, and electrical engineering. Annotation c. by Book News, Inc., Portland, Or.\ \
