A. Hassanien,
G. Schaefer,
J. Jiang
Computational Intelligence in Medical Imaging
Techniques and Applications
Gebonden Engels 2009 1e druk 9781420060591Levertijd ongeveer 11 werkdagen
Gratis verzonden
Samenvatting
A compilation of trends in the field, this book explores how intelligent computing can bring enormous benefit to existing technology in medical image processing as well as improve medical imaging research. It covers state-of-the-art research toward integrating medical image processing with artificial intelligence and machine learning approaches. The book presents a range of computational algorithms and techniques, such as neural networks, fuzzy sets, evolutionary optimization, and Monte Carlo simulations. It also encompasses many important applications, including the identification of melanoma and prostate cancer analysis.
Specificaties
ISBN13:9781420060591
Taal:Engels
Bindwijze:Gebonden
Aantal pagina's:510
Uitgever:CRC Press
Druk:1
Hoofdrubriek:Geneeskunde, Computer en informatica
Lezersrecensies
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Inhoudsopgave
Preface. Computational Intelligence on Medical Imaging with Artificial Neural Networks. Evolutionary Computing and Its Use in Medical Imaging. Rough Sets in Medical Imaging: Foundations and Trends. Early Detection of Wound Inflammation by Color Analysis. Analysis and Applications of Neural Networks for Skin Lesion Border Detection. Prostate Cancer Classification Using Multispectral Imagery and Metaheuristics. Intuitionistic Fuzzy Processing of Mammographic Images. Fuzzy C-Means and Its Applications in Medical Imaging. Image Informatics for Clinical and Preclinical Biomedical Analysis. Parts-Based Appearance Modeling of Medical Imagery. Reinforced Medical Image Segmentation. Image Segmentation and Parameterization for Automatic Diagnostics of Whole-Body Scintigrams: Basic Concepts. Distributed 3-D Medical Image Registration Using Intelligent Agents. Monte Carlo-Based Image Reconstruction in Emission Tomography. Deformable Organisms: An Artificial Life Framework for Automated Medical Image Analysis. Index.
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