Natural User Interfaces in Medical Image Analysis [electronic resource] : Cognitive Analysis of Brain and Carotid Artery Images / Marek R. Ogiela, Tomasz Hachaj.
2015
R857.O6 O33 2015eb
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Details
Title
Natural User Interfaces in Medical Image Analysis [electronic resource] : Cognitive Analysis of Brain and Carotid Artery Images / Marek R. Ogiela, Tomasz Hachaj.
Author
Ogiela, Marek R.
ISBN
9783319077994
3319077996
9783319078007 electronic book
3319078003 electronic book
3319077996
9783319078007 electronic book
3319078003 electronic book
Published
Cham : Springer, [2015]
Copyright
©2015
Language
English
Description
1 online resource : color illustrations.
Item Number
10.1007/978-3-319-07800-7 doi
Call Number
R857.O6 O33 2015eb
Dewey Decimal Classification
616.0754
Summary
Although the capabilities of computer image analysis do not yet match those of the human visual system, recent developments have made great progress towards tackling the challenges posed by the perceptual analysis of images. This unique text/reference highlights a selection of important, practical applications of advanced image analysis methods for medical images. The book covers the complete methodology for processing, analysing and interpreting diagnostic results of sample computed tomography (CT) images. The text also presents significant problems related to new approaches and paradigms in image understanding and semantic image analysis. To further engage the reader, example source code is provided for the implemented algorithms in the described solutions. Topics and features: Describes the most important methods and algorithms used for image analysis, including holistic and syntactic methods Examines the fundamentals of cognitive computer image analysis for computer-aided diagnosis and semantic image description, introducing the cognitive resonance model Presents original approaches for the semantic analysis of CT perfusion and CT angiography images of the brain and carotid artery Discusses techniques for creating 3D visualisations of large datasets, and efficient and reliable algorithms for 3D rendering Reviews natural user interfaces in medical imaging systems, covering innovative Gesture Description Language technology Concludes with a summary of significant developments in advanced image recognition techniques and their practical applications, along with possible directions for future research This cutting-edge work is an invaluable practical resource for researchers and professionals interested in medical informatics, computer-aided diagnosis, computer graphics, and intelligent information systems.
Bibliography, etc. Note
Includes bibliographical references and index.
Access Note
Access limited to authorized users.
Source of Description
Description based on print version record.
Added Author
Hachaj, Tomasz, author.
Series
Advances in computer vision and pattern recognition.
Available in Other Form
Natural user interfaces in medical image analysis
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Table of Contents
Image Processing, Pattern Recognition and Semantic Understanding Techniques
Cognitive Methods for Semantic Image Analysis in Medical Imaging Applications
Computer Analysis of Brain Perfusion and Neck Angiography Images
Brain and Neck Visualization Techniques
Natural User Interfaces for Exploring and Modeling Brain and Neck Structures
Summary.
Cognitive Methods for Semantic Image Analysis in Medical Imaging Applications
Computer Analysis of Brain Perfusion and Neck Angiography Images
Brain and Neck Visualization Techniques
Natural User Interfaces for Exploring and Modeling Brain and Neck Structures
Summary.