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Computer Analysis of the Geometry of the Retinal Vasculature: An approach based on digital image processing and image analysis - Softcover
Synopsis
This work concerns with the development of automatic computer methods to detect and measure the state of the retinal branching structures on clinical images by image processing techniques and morphological analysis. Since retinal vessel branching patterns characterise a number of diseases that affect the vascular system, these tools will allow the future development of systems for screening by means of non-invasive techniques. The first stage is the detection and segmentation of the blood vessels to convert the original gray scale image into a binary image. The second stage is to perform the analysis of the morphology of the vascular tree from the binary images by making measurements of the geometrical parameters such as lengths, widths, and branching angles of the blood vessels, from which other important geometrical parameters are defined. Finally, we analysed red-free clinical retinal images from hypertensive patients to study the relationship between vascular patterns and disease. We investigated three main approaches: geometrical, topological and fractal analysis. Preliminary results showed that significant differences could be found between groups in each of these approaches.
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About the Author
She received the B.Sc. degree in computer engineering in 1992, the M.Sc. degree in computer science in 1996, both from the Universidad Nacional Autónoma de México (UNAM), and the Ph.D. degree from the Imperial College London, U.K., in 2001. Currently she holds a Senior Research position with the Department of Computer Science at IIMAS, UNAM.
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Computer Analysis of the Geometry of the Retinal Vasculature
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LAP LAMBERT Academic Publishing Nov 2011, 2011
ISBN 10: 3846539872
ISBN 13: 9783846539873
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This work concerns with the development of automatic computer methods to detect and measure the state of the retinal branching structures on clinical images by image processing techniques and morphological analysis. Since retinal vessel branching patterns characterise a number of diseases that affect the vascular system, these tools will allow the future development of systems for screening by means of non-invasive techniques. The first stage is the detection and segmentation of the blood vessels to convert the original gray scale image into a binary image. The second stage is to perform the analysis of the morphology of the vascular tree from the binary images by making measurements of the geometrical parameters such as lengths, widths, and branching angles of the blood vessels, from which other important geometrical parameters are defined. Finally, we analysed red-free clinical retinal images from hypertensive patients to study the relationship between vascular patterns and disease. We investigated three main approaches: geometrical, topological and fractal analysis. Preliminary results showed that significant differences could be found between groups in each of these approaches. 192 pp. Englisch. Seller Inventory # 9783846539873
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Computer Analysis of the Geometry of the Retinal Vasculature
Published by
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ISBN 10: 3846539872
ISBN 13: 9783846539873
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Computer Analysis of the Geometry of the Retinal Vasculature : An approach based on digital image processing and image analysis
Published by
LAP LAMBERT Academic Publishing, 2012
ISBN 10: 3846539872
ISBN 13: 9783846539873
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Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - This work concerns with the development of automatic computer methods to detect and measure the state of the retinal branching structures on clinical images by image processing techniques and morphological analysis. Since retinal vessel branching patterns characterise a number of diseases that affect the vascular system, these tools will allow the future development of systems for screening by means of non-invasive techniques. The first stage is the detection and segmentation of the blood vessels to convert the original gray scale image into a binary image. The second stage is to perform the analysis of the morphology of the vascular tree from the binary images by making measurements of the geometrical parameters such as lengths, widths, and branching angles of the blood vessels, from which other important geometrical parameters are defined. Finally, we analysed red-free clinical retinal images from hypertensive patients to study the relationship between vascular patterns and disease. We investigated three main approaches: geometrical, topological and fractal analysis. Preliminary results showed that significant differences could be found between groups in each of these approaches. Seller Inventory # 9783846539873
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Computer Analysis of the Geometry of the Retinal Vasculature
Published by
LAP LAMBERT Academic Publishing Nov 2011, 2011
ISBN 10: 3846539872
ISBN 13: 9783846539873
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Taschenbuch. Condition: Neu. Neuware -This work concerns with the development of automatic computer methods to detect and measure the state of the retinal branching structures on clinical images by image processing techniques and morphological analysis. Since retinal vessel branching patterns characterise a number of diseases that affect the vascular system, these tools will allow the future development of systems for screening by means of non-invasive techniques. The first stage is the detection and segmentation of the blood vessels to convert the original gray scale image into a binary image. The second stage is to perform the analysis of the morphology of the vascular tree from the binary images by making measurements of the geometrical parameters such as lengths, widths, and branching angles of the blood vessels, from which other important geometrical parameters are defined. Finally, we analysed red-free clinical retinal images from hypertensive patients to study the relationship between vascular patterns and disease. We investigated three main approaches: geometrical, topological and fractal analysis. Preliminary results showed that significant differences could be found between groups in each of these approaches.Books on Demand GmbH, Überseering 33, 22297 Hamburg 192 pp. Englisch. Seller Inventory # 9783846539873
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Computer Analysis of the Geometry of the Retinal Vasculature: An approach based on digital image processing and image analysis
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ISBN 10: 3846539872
ISBN 13: 9783846539873
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