| Description |
1 online resource (xxix, 972 pages) : illustrations |
| Series |
SPIE Press monograph ; PM155 |
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SPIE monograph ; PM155
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| Contents |
Chapter 1. The subgross morphology of normal and pathologically altered breast tissue / Tibor Tot -- Chapter 2. Fundamentals of achieving functional and anatomical imaging with breast MRI: physical and clinical concepts / Dee H. Wu [and others] -- Chapter 3. An indexed atlas of digital mammograms for computer-aided diagnosis of breast cancer / Hilary Alto [and others] -- Chapter 4. Genetic algorithms in CAD mammography / Renato Campanini and Nico Lanconelli -- Chapter 5. Mammographic mass detection by robust learning algorithms / Aize Cao [and others] -- Chapter 6. Analysis of bilateral asymmetry in mammograms via directional filtering with Gabor wavelets / Ricardo J. Ferrari [and others] -- Chapter 7. Support vector machines in CAD mammography / Renato Campanini, Nico Lanconelli, and Matteo Roffilli -- Chapter 8. A weighted Gaussian mixture model with Markov random fields and adaptive expert combination strategy for segmenting masses in mammograms / Sameer Singh and Keir Bovis -- Chapter 9. Detection of microcalcifications in mammograms / Begoña Acha [and others] -- Chapter 10. Using computational intelligence for computer-aided diagnosis of screen-film mammograms / Walker H. Land, Jr. [and others] |
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Chapter 11. New approach for breast skin-line estimation in mammograms / Yajie Sun [and others] -- Chapter 12. Computerized mass detection for digital breast tomosynthesis / Ingrid Reiser and Robert Nishikawa -- Chapter 13. Breast-imaging registration: a review / Yujun Guo, Jasjit Suri, and Radhika Sivaramakrishna -- Chapter 14. A mammographic registration framework based on anatomical linear structures / Robert Martí [and others] -- Chapter 15. AMDI: indexed atlas of digital mammograms that integrates case studies, e-learning, and research systems via the Web / Denise Guliato [and others] -- Chapter 16. Detection, characterization, and visualization of breast cancer using 3D ultrasound images / Daisuke Fukuoka, Takeshi Hara, and Hiroshi Fujita -- Chapter 17. Computer-aided diagnosis for 2D/3D breast ultrasound / Ruey-Feng Chang [and others] -- Chapter 18. Automatic pectoral muscle segmentation on mediolateral oblique view mammograms / Sze Man Kwok [and others] -- Chapter 19. Performance evaluation of CADE algorithms in mammography / Michael A. Wirth -- Chapter 20. A simple method for automatically locating the nipple on mammograms / Ramachandran Chandrasekhar and Yianni Attikiouzel |
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Chapter 21. Algorithms for segmenting small low-contrast objects in images / Isaac N. Bankman -- Chapter 22. Computer-aided diagnosis of breast cancer on MR imaging / Qiu Wu and Mia K. Markey -- Chapter 23. Review on real-time magnetic resonance Gad-enhanced breast lesion characterization / Jesjit S. Suri [and others] -- Chapter 24. Breast MRI computer-aided diagnosis systems / Lina Arbash Meinel and Joseph M. Reinhardt -- Chapter 25. Automatic assessment of mammogram adequacy and quality / Ramachandran Chandrasekhar and Sze Man Kwok -- Chapter 26. Probability modeling of CAD systems for mammography / John Maleyeff and Frank C. Kaminsky -- Chapter 27. Computer-aided diagnosis in breast imaging: where do we go after detection? / Joseph Y. Lo [and others] -- Chapter 28. The current status and likely future of breast imaging CAD / Jasjit S. Suri [and others] -- Index |
| 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 illustrations are included in the text, and an accompanying CD-ROM contains other full-color images |
| Bibliography |
Includes bibliographical references and index |
| Subject |
Breast -- Radiography.
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Breast -- Imaging
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Breast -- Cancer -- Diagnosis
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Breast Neoplasms -- diagnosis
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Diagnosis, Computer-Assisted -- methods
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Diagnostic Imaging -- methods
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Mammography -- methods
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Mammography
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BIOGRAPHY & AUTOBIOGRAPHY -- Medical.
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HEALTH & FITNESS -- Diseases -- General.
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MEDICAL -- Clinical Medicine.
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MEDICAL -- Diseases.
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MEDICAL -- Evidence-Based Medicine.
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MEDICAL -- Internal Medicine.
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Breast -- Cancer -- Diagnosis
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Breast -- Imaging
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Breast -- Radiography
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| Form |
Electronic book
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| Author |
Suri, Jasjit S.
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Rangayyan, Rangaraj M.
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Society of Photo-Optical Instrumentation Engineers
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| ISBN |
9780819481092 |
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0819481092 |
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