Mammographic Image Analysis

Author:   R. Highnam ,  J.M. Brady
Publisher:   Springer
Edition:   Softcover reprint of the original 1st ed. 1999
Volume:   14
ISBN:  

9789401059497


Pages:   379
Publication Date:   14 October 2012
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Mammographic Image Analysis


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Overview

Breast cancer is a major health problem in the Western world, where it is the most common cancer among women. Approximately 1 in 12 women will develop breast cancer during the course of their lives. Over the past twenty years there have been a series of major advances in the manage­ ment of women with breast cancer, ranging from novel chemotherapy and radiotherapy treatments to conservative surgery. The next twenty years are likely to see computerized image analysis playing an increasingly important role in patient management. As applications of image analysis go, medical applications are tough in general, and breast cancer image analysis is one of the toughest. There are many reasons for this: highly variable and irregular shapes of the objects of interest, changing imaging conditions, and the densely textured nature of the images. Add to this the increasing need for quantitative informa­ tion, precision, and reliability (very few false positives), and the image pro­ cessing challenge becomes quite daunting, in fact it pushes image analysis techniques right to their limits.

Full Product Details

Author:   R. Highnam ,  J.M. Brady
Publisher:   Springer
Imprint:   Springer
Edition:   Softcover reprint of the original 1st ed. 1999
Volume:   14
Dimensions:   Width: 16.00cm , Height: 2.10cm , Length: 24.00cm
Weight:   0.631kg
ISBN:  

9789401059497


ISBN 10:   9401059497
Pages:   379
Publication Date:   14 October 2012
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

1 Introduction.- I: Generating hint.- 2 A Model of Mammogram Image Formation.- 3 A Model of Scattered Radiation.- 4 A Model of Extra-Focal Radiation.- 5 Estimating the Thickness of a Compressed Breast.- 6 Model Verification and Sensitivity.- II: Exploiting the hint Model.- 7 Image Enhancement.- 8 Disease Simulation.- 9 Breast Compression.- 10 Removing the Anti-scatter Grid.- 11 Calcifications.- 12 Curvilinear Structures.- 13 Masses.- III: Further Breast Image Analysis.- 14 Breast MRI.- 15 Other Modalities and Future Prospects.- A Receiver operating characteristic (ROC) curves.

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