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Recent advances in breast imaging, mammography, and computer-aided diagnosis of breast cancer

Author: Jasjit S Suri; Rangaraj M Rangayyan; Society of Photo-optical Instrumentation Engineers.
Publisher: Bellingham, Wash. : SPIE Press, ©2006.
Edition/Format:   Print book : CD for computer : Document   Computer File : EnglishView all editions and formats
Database:WorldCat
Summary:
Breast cancer is the most common type of cancer found in women worldwide; approximately 10% of women are confronted with breast cancer in their lives. Breast cancer can be most efficiently treated if detected at an early stage. This book focuses primarily on the application of computer vision for early lesion identification in mammograms and breast-imaging volumes through computer-aided diagnostics (CAD). Color  Read more...
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Material Type: Document, Internet resource
Document Type: Book, Computer File, Internet Resource
All Authors / Contributors: Jasjit S Suri; Rangaraj M Rangayyan; Society of Photo-optical Instrumentation Engineers.
ISBN: 0819460818 9780819460813
OCLC Number: 62885412
Description: xxix, 972 pages : illustrations (some color) ; 27 cm + 1 CD-ROM (4 3/4 in.)
Contents: The subgross morphology of normal and pathologically altered breast tissue / Tibor Tot --
Fundamentals of achieving functional and anatomical imaging with breast MRI: physical and clinical concepts / Dee H. Wu [and others] --
An indexed atlas of digital mammograms for computer-aided diagnosis of breast cancer / Hilary Alto [and others] --
Genetic algorithms in CAD mammography / Renato Campanini and Nico Lanconelli --
Mammographic mass detection by robust learning algorithms / Aize Cao [and others] --
Analysis of bilateral asymmetry in mammograms via directional filtering with Gabor wavelets / Ricardo J. Ferrari [and others] --
Support vector machines in CAD mammography / Renato Campanini, Nico Lanconelli, and Matteo Roffilli --
A weighted Gaussian mixture model with markov random fields and adaptive expert combination strategy for segmenting masses in mammograms / Sameer Singh and Keir Bovis --
Detection of microcalcifications in mammograms / Begoña Acha [and others] --
Using computational intelligence for computer-aided diagnosis of screen-film mammograms / Walker H. Land, Jr. [and others]. New approach for breast skin-line estimation in mammograms / Yajie Sun [and others] --
Computerized mass detection for digital breast tomosynthesis / Ingrid Reiser and Robert Nishikawa --
Breast-imaging registration: a review / Yujun Guo, Jasjit Suri, and Radhika Sivaramakrishna --
A mammographic registration framework based on anatomical linear structures / Robert Martí [and others] --
AMDI: indexed atlas of digital mammograms that integrates case studies, e-learning, and research systems via the Web / Denise Guliato [and others] --
Detection, characterization, and visualization of breast cancer using 3D ultrasound images / Daisuke Fukuoka, Takeshi Hara, and Hiroshi Fujita --
Computer-aided diagnosis for 2D/3D breast ultrasound / Ruey-Feng Chang [and others] --
Automatic pectoral muscle segmentation on mediolateral oblique view mammograms / Sze Man Kwok [and others] --
Performance evaluation of CADE algorithms in mammography / Michael A. Wirth --
A simple method for automatically locating the nipple on mammograms / Ramachandran Chandrasekhar and Yianni Attikiouzel. Algorithms for segmenting small low-contrast objects in images / Isaac N. Bankman --
Computer-aided diagnosis of breast cancer on MR imaging / Qiu Wu and Mia K. Markey --
Review on real-time magnetic resonance Gad-enhanced breast lesion characterization / Jesjit S. Suri [and others] --
Breast MRI computer-aided diagnosis systems / Lina Arbash Meinel and Joseph M. Reinhardt --
Automatic assessment of mammogram adequacy and quality / Sze Man Kwok and Ramachandran Chandrasekhar --
Probability modeling of CAD systems for mammography / John Maleyeff and Frank C. Kaminsky --
Computer-aided diagnosis in breast imaging: where do we go after detection? / Joseph Y. Lo [and others] --
The current status and likely future of breast imaging CAD / Jasjit S. Suri [and others].
Other Titles: Breast imaging, mammography, and computer-aided diagnosis of breast cancer
Responsibility: Jasjit S. Suri, Rangaraj M. Rangayyan, editors.
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Abstract:

Breast cancer is the most common type of cancer found in women worldwide. Illustrated with colour illustrations, this book focuses primarily on the application of computer vision for early lesion  Read more...

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