Computational Intelligence in Medical Imaging PDF
By:G. Schaefer,A. Hassanien,J. Jiang
Published on 2009-03-24 by CRC Press
CI Techniques & Algorithms for a Variety of Medical Imaging Situations Documents recent advances and stimulates further research A compilation of the latest trends in the field, Computational Intelligence in Medical Imaging: Techniques and Applications explores how intelligent computing can bring enormous benefit to existing technology in medical image processing as well as improve medical imaging research. The contributors also cover state-of-the-art research toward integrating medical image processing with artificial intelligence and machine learning approaches. The book presents numerous techniques, algorithms, and models. It describes neural networks, evolutionary optimization techniques, rough sets, support vector machines, tabu search, fuzzy logic, a Bayesian probabilistic framework, a statistical parts-based appearance model, a reinforcement learning-based multistage image segmentation algorithm, a machine learning approach, Monte Carlo simulations, and intelligent, deformable models. The contributors discuss how these techniques are used to classify wound images, extract the boundaries of skin lesions, analyze prostate cancer, handle the inherent uncertainties in mammographic images, and encapsulate the natural intersubject anatomical variance in medical images. They also examine prostate segmentation in transrectal ultrasound images, automatic segmentation and diagnosis of bone scintigraphy, 3-D medical image segmentation, and the reconstruction of SPECT and PET tomographic images.
This Book was ranked at 37 by Google Books for keyword medical imaging computer science.
Book ID of Computational Intelligence in Medical Imaging's Books is VhRIcHjvFY8C, Book which was written byG. Schaefer,A. Hassanien,J. Jianghave ETAG "h0J4LczpPho"
Book which was published by CRC Press since 2009-03-24 have ISBNs, ISBN 13 Code is 9781420060614 and ISBN 10 Code is 1420060619
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