Computerized characterization of breast masses using three-dimensional ultrasound images

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 3338, Issue , 1998, Pages 301-312

  Sahiner, Berkman ^a   LeCarpentier, Gerald L ^a   Chan, Heang Ping ^a   Roubidoux, Marilyn A ^a   Petrick, Nicholas ^a   Goodsitt, Mitchell M ^a   Sanjay Gopal, S ^a   Carson, Paul L ^a  

^a UNIVERSITY OF MICHIGAN MEDICAL SCHOOL   (United States)

Author keywords

Classification; Computer aided diagnosis; Masses; Texture analysis; Three dimensional ultrasound

Indexed keywords

ACOUSTIC WAVES; COMPUTER AIDED ANALYSIS; COMPUTER AIDED DIAGNOSIS; DISKS (STRUCTURAL COMPONENTS); IMAGE SEGMENTATION; IMAGING SYSTEMS; MAMMOGRAPHY; MEDICAL IMAGING; OBJECT RECOGNITION; TEXTURES; THREE DIMENSIONAL; ULTRASONIC TRANSMISSION; ULTRASONICS;

2-D SLICES; 2D ANALYSIS; 3-D ULTRASOUNDS; 3D ANALYSIS; A-PRIORI; BREAST MASS; BREAST ULTRASOUNDS; CLASSIFICATION; CLASSIFICATION ACCURACIES; DATA SETS; GRAY LEVELS; MASSES; SOLID BREAST MASS; STATISTICAL CLASSIFICATION TECHNIQUES; TEXTURE ANALYSIS; TEXTURE FEATURES; THREE-DIMENSIONAL ULTRASOUND;

ULTRASONIC IMAGING;

EID: 0000653228     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.310905     Document Type: Conference Paper

References (16)

1. A. P. Harper, E. Kelly-Fry, J. S. Noe, J. R. Bies, and V. P. Jackson, "Ultrasound in the evaluation of breast masses," Radiology 146, 731-736 (1983).
2. B. D. Fornage, J. G. Lorigan, and E. Andry, "Fibroadenoma of the breast: Sonographic appearance," Radiology 172, 671-675 (1989).
3. A. T. Stavros, D. Thickman, C. L. Rapp, M. A. Dennis, S. H. Parker, and G. A. Sisney, "Solid breast nodules: Use of sonography to distinguish between malignant and benign lesions," Radiology 196, 123-134 (1995).
4. S. Finette, A. R. Bleier, W. Swindell, and K. Haber, "Breast tissue classification using diagnostic ultrasound and pattern recognition techniques: II. experimental results," Ultrasonic Imaging 5, 71-86 (1983).
5. V. Goldberg, A. Manduca, D. L. Evert, J. J. Gisvold, and J. F. Greenleaf, "Improvement in specificity of ultrasonography for diagnosis of breast tumors by means of artificial intelligence," Medical Physics 19, 1475-1481 (1992).
6. B. S. Garra, B. H. Krasner, S. C. Horri, S. Ascher, S. K. Mun, and R. K. Zeman, "Improving the distinction between benign and malignant breast lesions: The value of sonographic texture analysis," Ultrasonic Imaging 15, 267-285 (1993).
7. R. M. Golub, R. E. Parsons, B. Sigel, E. J. Feleppa, J. Justin, H. A. Zaren, M. Rorke, J. Sokil-Melgar, and H. Kimitsuki, "Differentiation of breast tumors by ultrasonic tissue characterization," J. Ultrasound Med. 12, 601-608 (1993).
8. Y. Zheng, J. F. Greenleaf, and J. J. Gisvold, "Reduction of breast biopsies with a modified self-organizing map," IEEE Trans. Neural Networks 8, 1386-1396 (1997).
9. H.-P. Chan, B. Sahiner, N. Petrick, M. A. Helvie, K. L. Lam, D. D. Adler, and M. M. Goodsitt, "Computerized classification of malignant and benign microcalcifications on mammograms: texture analysis using an artificial neural network," Phys. Med. Biol. 42, 549-567 (1997).
10. A. Moskalik, P. L. Carson, C. R. Meyer, J. B. Fowlkes, J. M. Rubin, and M. A. Roubidoux, "Registration of three-dimensional compound ultrasound scans of the breast for refraction and motion correction," Ultrasound Med. Biol. 21, 769-778 (1995).
11. P. L. Carson, A. P. Moskalik, A. Govil, M. A. Roubidoux, J. B. Fowlkes, D. Normolle, D. D. Adler, J. M. Rubin, and M. A. Helvie, "The 3D and 2D color flow display of breast masses," Ultrasound Med. Biol. 23, 837-849 (1997).
12. R. C. Fenn, J. B. Fowlkes, A. P. Moskalik, Y. Zhang, M. A. Roubidoux, and P. L. Carson, "A hand-controlled 3D ultrasound guide and measurement system," 23rd Internat Symp. on Acoustical Imaging (1997).
13. J. Folkman and M. Klagsbrun, "Angiogenic factors," Science 235, 442-447 (1987).
14. H. Madjar, H. J. Prompeler, W. Sauerbrei, R. Wolfarth, and A. Pfleiderer, "Color Doppler flow criteria of breast lesions," Ultrasound Med. Biol. 20, 849-858 (1994).
15. R. M. Haralick, K. Shanmugam, and I. Dinstein, "Texture features for image classification," IEEE Trans. Systems Man Cybernetics SMC-3, 610-621 (1973).
16. C. E. Metz, J. H. Shen, and B. A. Herman, "New methods for estimating a binormal ROC curve from continuously-distributed test results," Presented at the 1990 Annual Meeting of the American Statistical Association; Anaheim, CA, August 7, 1990.