Fourier-based shape feature extraction technique for computer-aided B-Mode ultrasound diagnosis of breast tumor

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

Volumn , Issue , 2012, Pages 6551-6554

  Lee, Jong Ha ^a   Seong, Yeong Kyeong ^a   Chang, Chu Ho ^a   Park, Jinman ^a   Park, Moonho ^a   Woo, Kyoung Gu ^a   Ko, Eun Young ^b  

^a Samsung Advanced Institute of Technology (SAIT)   (South Korea)

^b Sungkyunkwan University School of Medicine   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

BREAST TISSUES; BREAST TUMOR; BREAST TUMOR DETECTION; CLASSIFICATION ACCURACY; SHAPE FEATURES; ULTRASOUND DIAGNOSIS; ULTRASOUND IMAGES; ULTRASOUND IMAGING;

COMPUTER AIDED DIAGNOSIS; FEATURE EXTRACTION; FOURIER SERIES; ULTRASONIC IMAGING; ULTRASONICS;

TUMORS;

ADOLESCENT; ADULT; AGED; AREA UNDER THE CURVE; ARTICLE; BREAST; BREAST TUMOR; CHILD; CLASSIFICATION; COMPUTER ASSISTED DIAGNOSIS; ECHOGRAPHY; ECHOMAMMOGRAPHY; EQUIPMENT; FEMALE; FOURIER ANALYSIS; HUMAN; MAMMOGRAPHY; METHODOLOGY; MIDDLE AGED; PATHOLOGY; PREDICTIVE VALUE; REPRODUCIBILITY; SIGNAL PROCESSING; STATISTICAL MODEL; SUPPORT VECTOR MACHINE; VERY ELDERLY; YOUNG ADULT;

ADOLESCENT; ADULT; AGED; AGED, 80 AND OVER; AREA UNDER CURVE; BREAST; BREAST NEOPLASMS; CHILD; DIAGNOSIS, COMPUTER-ASSISTED; FEMALE; FOURIER ANALYSIS; HUMANS; MAMMOGRAPHY; MIDDLE AGED; MODELS, STATISTICAL; PREDICTIVE VALUE OF TESTS; REPRODUCIBILITY OF RESULTS; SIGNAL PROCESSING, COMPUTER-ASSISTED; SUPPORT VECTOR MACHINES; ULTRASONOGRAPHY, MAMMARY; YOUNG ADULT;

EID: 84884181919     PISSN: 1557170X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/EMBC.2012.6347495     Document Type: Conference Paper

References (14)

1. A. Jemal, R. Siegel, E. Ward, Y. Hao, J. Xu, and M. J. Thun, "Cancer statistics, 2011," CA: A Cancer Journal for Clinicians, vol. 61, no. 2, pp. 225-249, 2011.
2. V. Jackson, R. Hendrick, S. Feig, and D. Kopans, "Imaging of the radiographically dense breast," Radiol., vol. 188, no. 2, pp. 297-301, 1993.
3. G. J. Rizzatto, "Towards a more sophisticated use of breast ultrasound," Eur. Radiology, vol. 11, no. 12, pp. 2425-2435, 2001.
4. K. G. Kim, S. W. Cho, S. J. Min, J. H. Kim, B. G. Min, and K. T. Bae, "Computerized scheme for assessing ultrasonographic features of breast masses," Acad. Radiol., vol. 12, no. 1, pp. 58-66, 2005.
5. R. F. Chang, W. J. Wu, W. K. Moon and D. R. Chen, "Automatic ultrasound segmentation and morphology based diagnosis of solid breast tumors," Breast Cancer Res. Treat., vol. 89, no. 2, pp. 179-185, 2005.
6. L. Papp, N. Zsoter, C. Loh, B. Ole, B. Egeler, I. Garai, and U. Luetzen, "Automated lymph node detection and classification on breast and prostate cancer SPECT-CT images," Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE, pp. 3431-3434, 2011.
7. K. G. Kim, S. W. Cho, S. J. Min, J. H. Kim, B. G. Min, and K. T. Tae, "Computerzied scheme for assessing ultrasonographic features of breast masses," Acad. Radiol., vol. 12, no. 1, pp. 58-66, 2005.
8. C.-M. Chen, Y.-H. Chou, K.-C. Han, C.-M. Tiu, H.-J. Chiou, and S.-Y. Chiou, "Breast lesions on sonograms: Computer-aided diagnosis with nearly setting-independent features and artificial neural networks," Radiol., vol. 226, no. 2, pp. 504-514, 2003.
9. W.-C. Shen, R.-F. Chang, W. K. Moon, Y.-H. Chou, and C.-S. Huang, "Breast ultrasound computer-aided diagnosis using BI-RADS features," Acad. Radiol., vol. 14, no. 8, pp. 928-939, 2007.
10. Y. Mingqiang. K. Kidiyo, and R. Joseph, "A survey of shape feature extraction techniques," Pattern Recogn., pp. 43-90, 2008.
11. S. Belongie, J. Malik, and J. Puzicha, "Shape Matching and Object Recognition Using Shape Contexts," IEEE Trans. Pattern Anal. Mach. Intell., VOL. 24, NO. 24, pp. 509-521, 2002.
12. C. T. Zhan and R. Z. Roskies, "Fourier descriptors for plane closed curves," IEEE Trans. Computers, vol. C-21, no. 3, pp. 269-281, 1972.
13. V. Vapnik, "Statistical learning theory," Wiley-Interscience; 1 edition, 1998.
14. R. M. Rangayan, "Biomedical image analysis," CRC Press, 2005.