Comparison of similarity measures for the task of template matching of masses on serial mammograms

Medical Physics

Volumn 32, Issue 2, 2005, Pages 515-529

  Filev, Peter ^a   Hadjiiski, Lubomir ^a   Sahiner, Berkman ^a   Chan, Heang Ping ^a   Helvie, Mark A ^a  

^a UNIVERSITY OF MICHIGAN MEDICAL SCHOOL   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CORRELATION METHODS; LOCATION; MAMMOGRAPHY; X RAY SCREENS;

AFFINE TRANSFORMATIONS; AUTOMATED REGISTRATION; COSINE COEFFICIENT; EUCLIDEAN DISTANCE; GEOMETRICAL POSITIONS; REGISTRATION TECHNIQUES; SIMILARITY MEASURE; SIMPLEX OPTIMIZATION;

TEMPLATE MATCHING;

ARTICLE; AUTOANALYSIS; BREAST TUMOR; CANCER LOCALIZATION; CANCER REGISTRY; CANCER STAGING; COMPUTER ASSISTED DIAGNOSIS; CORRELATION FUNCTION; DIAGNOSTIC ACCURACY; INFORMATION SYSTEM; MAMMOGRAPHY; MATHEMATICAL ANALYSIS; PRIORITY JOURNAL; REGISTRATION; TASK PERFORMANCE; TUMOR VOLUME;

EID: 14644438514     PISSN: 00942405     EISSN: None     Source Type: Journal    
DOI: 10.1118/1.1851892     Document Type: Article

References (20)

1. M. Sallam and K. Bowyer, "Detecting abnormal densities in mammograms by comparison with previous screenings," in Digital Mammography '96, edited by K. Doi, M. L. Giger, R. M. Nishikawa, and R. A. Schmidt (Elsevier, Amsterdam, 1996).
2. N. Vujovic and D. Brzakovic, "Establishing the correspondence between control points in pairs of mammographic images," IEEE Trans. Image Process. 6, 1388-1399 (1997).
3. S. Sanjay-Gopal, H. P. Chan, T. Wilson, M. Helvie, N. Petrick, and B. Sahiner, "A regional registration technique for automated interval change analysis of breast lesions on mammograms," Med. Phys. 26, 2669-2679 (1999).
4. L. M. Hadjiiski, H. P. Chan, B. Sahiner, N. Petrick, M. A. Helvie, and S. Sanjay-Gopal, "Automated identification of breast lesions in temporal pairs of mammograms for interval change analysis," Radiology 213(P), 229-230 (1999).
5. W. F. Good, B. Zheng, Y. H. Chang, Z. H. Wang, and G. S. Maitz, "Generalized procrustean image deformation for substraction of mammograms," Proc. SPIE 3661, 1562-1573 (1999).
6. L. M. Hadjiiski, H. P. Chan, B. Sahiner, N. Petrick, and M. A. Helvie, "Automated registration of breast lesions in temporal pairs of mammograms for interval change analysis - local affine transformation for improved localization," Med. Phys. 28, 1070-1079 (2001).
7. B. Zheng, W. F. Good, D. R. Armfield, C. Cohen, T. Hertzberg, J. H. Sumkin, and D. Gur, "Performance change of mammographic CAD schemes optimized with most-recent and prior image databases," Acad. Radiol. 10, 283-288 (2003).
8. S. Van Engeland, P. Snoeren, J. Hendriks, and N. Karssemeijer, "A comparison of methods for mammogram registration," IEEE Trans. Med. Imaging 22, 1436-1444 (2003).
9. L. M. Hadjiiski, H. P. Chan, B. Sahiner, C. Zhou, M. A. Helvie, and M. A. Roubidoux, "Computerized Regional Registration of Corresponding Masses and Microcalcification Clusters on Temporal Pairs of Mammograms for Interval Change Analysis," Presented at the 89th Scientific Assembly and Annual Meeting of the Radiological Society of North America, Chicago, IL, November 30-December 5, 2003, 389.
10. C. R. Meyer, J. L. Boes, B. Kim, P. Bland, K. R. Zasadny, P. C. Kison, K. Koral, K. A. Frey, and R. L. Wahl, "Demonstration of accuracy and clinical versatility of mutual information for automatic multimodality image fusion using affine and thin plate spline warped geometric deformations," Med. Image Anal 3, 195-206 (1997).
11. F. Maes, A. Collignon, D. Vandermeulen, G. Marchal, and P. Suetens, "Multimodality image registration by maximization of mutual information," IEEE Trans. Med. Imaging 16, 187-198 (1997).
12. J. P. W. Pluim, J. B. Antoine Maintz, and M. A. Viergever, "Mutual-information-based registration of medical images: A survey," IEEE Trans. Med. Imaging 22, 986-1004 (2003).
13. S. Kaneko, I. Murase, and S. Igarashi, "Robust image registration by increment sign correlation," Pattern Recogn. 35, 2223-2234 (2001).
14. G. P. Penney, J. Weese, J. A. Little, P. Desmedt, D. L. Hill, and D. J. Hawkes, "A comparison of similarity measures for use in 2-D-3-D medical image registration," IEEE Trans. Med. Imaging 17, 586-595 (1998).
15. D. N. Bhat and S. K. Nayar, "Ordinal measures for image correspondence," IEEE Trans. Pattern Anal. Mach. Intell. 20, 415-423 (1998).
16. J. Banks and M. Bennamoun, "Reliability analysis of the rank transform for stereo matching," IEEE Trans. Syst. Man Cybern. 31, 870-880 (2001).
17. B. M. Sarwar, G. Karypis, J. A. Konstan, and J. Riedl, "Item-based collaborative filtering recommendation algorithms," Proc. of the 10th International World Wide Web Conference, Hong Kong, May 2001, pp. 285-295 (2001).
18. L. A. Goodman and W. H. Kruskal, "Measures of association for cross-classification," J. Am. Stat. Assoc. 49, 732-764 (1954).
19. A. Agresti, "The effect of category choice on some ordinal measures of association," J. Am. Stat. Assoc. 71, 49-55 (1976).
20. L. Hamers, Y. Hemeryck, G. Herweyers, M. Janssen, H. Keters, R. Rousseau, and A. Vanhoutte, "Similarity measures in scientometric research: The Jaccard index versus Salton's cosine formula," Inf. Process. Management 25, 315-318 (1989).