Computer-aided detection of breast masses on mammograms: Bilateral analysis for false positive reduction

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Volumn 6144 I, Issue , 2006, Pages

  Wu, Yi Ta ^a   Hadjiiski, Lubomir M ^a   Wei, Jun ^a   Zhou, Chuan ^a   Sahiner, Berkman ^a   Chan, Heang Ping ^a  

^a UNIVERSITY OF MICHIGAN MEDICAL SCHOOL   (United States)

Author keywords

Bilateral analysis; Computer aided detection (CAD); False position reduction; Mass detection

Indexed keywords

BILATERAL ANALYSIS; FALSE POSITION REDUCTION; MASS DETECTION;

FEATURE EXTRACTION; IMAGE PROCESSING; MAMMOGRAPHY; MEDICAL IMAGING;

COMPUTER AIDED DIAGNOSIS;

EID: 33745127756     PISSN: 16057422     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.655262     Document Type: Conference Paper

References (17)

1. "American cancer society, www.Cancer.Org 2004, "Statistics for 2004"," American Cancer Society (2004).
2. C. R. Smart, R. E. Hendrick, J. H. Rutledge and R. A. Smith, "Benefit of mammography screening in women ages 40 to 49 years: Current evidence from randomized controlled trials," Cancer 75, 1619-1626, 1995.
3. S. A. Feig, C. J. D'orsi, R. E. Hendrick, V. P. Jackson, D. B. Kopans, B. Monsees, E. A. Sickles, C. B. Stelling, M. Zinninger and P. Wilcox-Buchalla, "American college of radiology guidelines for breast cancer screening," AJR Am J Roentgenol. 171, 29-33, 1998.
4. B. Cady and J. S. Michaelson, "The life-sparing potential of mammographic screening," CANCER 91, 1699-1703, 2001.
5. C. A. Beam, P. M. Layde and D. C. Sullivan, "Variability in the interpretation of screening mammograms by us radiologists - findings from a national sample," Archives of Internal Medicine 156, 209-213, 1996.
6. R. L. Birdwell, D. M. Ikeda, K. F. O'shaughnessy and E. A. Sickles, "Mammographic characteristics of 115 missed cancers later detected with screening mammography and the potential utility of computer-aided detection," Radiology 219, 192-202, 2001.
7. J. G. Elmore, C. Y. Nakano, T. D. Koepsell, L. M. Desnick, C. J. D'orsi and D. F. Ransohoff, "International variation in screening mammography interpretations in community-based programs," J. National Cancer Institute 95, 1384-1393, 2003.
8. H. P. Chan, K. Doi, C. J. Vybomy, R. A. Schmidt, C. E. Metz, K. L. Lam, T. Ogura, Y. Wu and H. Macmahon, "Improvement in radiologists' detection of clustered microcalcifications on mammograms. The potential of computer-aided diagnosis," Investigative Radiology 25, 1102-1110, 1990.
9. L. J. Warren Burhenne, S. A. Wood, C. J. D'orsi, S. A. Feig, D. B. Kopans, K. F. O'shaughnessy, E. A. Sickles, L. Tabar, C. J. Vybomy and R. A. Castellino, "Potential contribution of computer-aided detection to the sensitivity of screening mammography," Radiology 215, 554-562, 2000.
10. T. W. Freer and M. J. Ulissey, "Screening mammography with computer-aided detection: Prospective study of 12,860 patients in a community breast center," Radiology 220, 781-786, 2001.
11. R. F. Brem, J. K. Baum, M. Lechner, S. Kaplan, S. Souders, L. G. Naul and J. Hoffrneister, "Improvement in sensitivity of screening mammography with computer-aided detection: A multi-institutional trial," Am J Roentgenology 181, 687-693, 2003.
12. S. V. Destounis, P. Dinitto, W. Logan-Young, E. Bonaccio, M. L. Zuley and K. M. Willison, "Can computer-aided detection with double reading of screening mammograms help decrease the false-negative rate? Initial experience," Radiology 232, 578-584, 2004.
13. M. A. Helvie, L. M. Hadjiiski, E. Makariou, H. P. Chan, N. Petrick, B. Sahiner, S. C. B. Lo, M. Freedman, D. Adler, J. Bailey, C. Blane, D. Hoff, K. Hunt, L. Joynt, K. Klein, C. Paramagul, S. Patterson and M. A. Roubidoux, "Sensitivity of noncommercial computer-aided detection system for mammographie breast cancer detection - a pilot clinical trial," Radiology 231, 208-214, 2004.
14. J. Wei, B. Sahiner, L. M. Hadjiiski, H. P. Chan, N. Petrick, M. A. Helvie, C. Zhou and Z. Ge, "Computer aided detection of breast masses on full-field digital mammograms: False positive reduction using gradient field analysis," Proc. SPIE Medical Imaging 5370, 992-998, 2004.
15. J. Wei, B. Sahiner, L. M. Hadjiiski, H. P. Chan, N. Petrick, M. A. Helvie, M. A. Roubidoux, J. Ge and C. Zhou, "Computer aided detection of breast masses on full field digital mammograms," Medical Physics 32, 2827-2838, 2005.
16. 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," Medical Physics 28, 1070-1079, 2001.
17. C. Zhou, H. P. Chan, C. Paramagul, M. A. Roubidoux, B. Sahiner, L. M. Hadjiiski and N. Petrick, "Computerized nipple identification for multiple image analysis in computer-aided diagnosis," Medical Physics 31, 2871-2882, 2004.