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Computational Intelligence in Medical Imaging

Name: Computational Intelligence in Medical Imaging
Brand: Taylor & Francis Ltd
SKU: 16387159
Price: 120.29 EUR
Availability: InStock
Author: A. Hassanien
ISBN: 9781138112209

A. Hassanien

J. Jiang

G. Schaefer

Language

English

Book Paperback

Libristo code: 16387159

Publishers Taylor & Francis Ltd, September 2017

CI Techniques & Algorithms for a Variety of Medical Imaging SituationsDocuments recent advances and... Full description

Libristo code: 16387159

294 b

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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.

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About the book

Full name Computational Intelligence in Medical Imaging

Author A. Hassanien, J. Jiang, G. Schaefer

Language

English

Binding Book - Paperback

Date of issue 2017

Number of pages 510

EAN 9781138112209

ISBN 9781138112209

Libristo code 16387159

Publishers Taylor & Francis Ltd

Weight 940

Dimensions 156 x 234 x 25

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