Recent advances in breast imaging, mammography, and computer-aided diagnosis of breast cancer / Jasjit S. Suri, Rangaraj M. Rangayyan, editors

Contributor(s):

Resource type: Ressourcentyp: Buch (Online)Book (Online)Language: English Series: SPIE press monograph ; 155Publisher: Bellingham, Wash. <1000 20th St. Bellingham WA 98225-6705 USA> : SPIE, 2006Description: 1 online resource (xxix, 972 p. : ill.)ISBN:

9780819481092
0819460818
9780819460813

Other title:

Breast imaging, mammography, and computer-aided diagnosis of breast cancer

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Additional physical formats: 0819460818. | 9780819460813. | Erscheint auch als: No title Druck-AusgabeDDC classification:

616.994490757
616.99/4490757

LOC classification:

RC280.B8

NLM classification:

WP 870

DOI: DOI: 10.1117/3.651880Online resources:

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Additional physical formats: Also available in print version.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 imagesSummary: 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 ... [et al.] -- Chapter 3. An indexed atlas of digital mammograms for computer-aided diagnosis of breast cancer / Hilary Alto ... [et al.] -- Chapter 4. Genetic algorithms in CAD mammography / Renato Campanini and Nico Lanconelli -- Chapter 5. Mammographic mass detection by robust learning algorithms / Aize Cao ... [et al.] -- Chapter 6. Analysis of bilateral asymmetry in mammograms via directional filtering with Gabor wavelets / Ricardo J. Ferrari ... [et al.] -- 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 ... [et al.] -- Chapter 10. Using computational intelligence for computer-aided diagnosis of screen-film mammograms / Walker H. Land, Jr. ... [et al.] --Summary: Chapter 11. New approach for breast skin-line estimation in mammograms / Yajie Sun ... [et al.] -- 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 ... [et al.] -- Chapter 15. AMDI: indexed atlas of digital mammograms that integrates case studies, e-learning, and research systems via the Web / Denise Guliato ... [et al.] -- 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 ... [et al.] -- Chapter 18. Automatic pectoral muscle segmentation on mediolateral oblique view mammograms / Sze Man Kwok ... [et al.] -- 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 --Summary: 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 ... [et al.] -- 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 ... [et al.] -- Chapter 28. The current status and likely future of breast imaging CAD / Jasjit S. Suri ... [et al.] -- IndexPPN: PPN: 1018190023Package identifier: Produktsigel: ZDB-50-SPI

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