Interval change analysis to improve computer aided detection in mammography

Medical Image Analysis

Volumn 10, Issue 1, 2006, Pages 82-95

  Timp, Sheila ^a   Karssemeijer, Nico ^a  

^a RADBOUD UNIVERSITY MEDICAL CENTER   (Netherlands)

Author keywords

Computer aided diagnosis (CAD); Interval change analysis; Mammography; Registration; Temporal

Indexed keywords

ALGORITHMS; DISEASES; FEATURE EXTRACTION; IMAGE SEGMENTATION; MAMMOGRAPHY;

INTERVAL CHANGE ANALYSIS; MAMMOGRAPHIC SCREENING ROUNDS;

COMPUTER AIDED DIAGNOSIS;

ADULT; AGED; ARTICLE; BREAST CANCER; CALCULATION; CANCER DIAGNOSIS; COMPUTER ASSISTED DIAGNOSIS; COMPUTER PROGRAM; CONTROLLED STUDY; DIAGNOSTIC ACCURACY; DIAGNOSTIC IMAGING; DIAGNOSTIC PROCEDURE; FEMALE; HUMAN; MAJOR CLINICAL STUDY; MAMMOGRAPHY; PRIORITY JOURNAL; REGISTRATION; VALIDATION PROCESS;

AGED; BREAST NEOPLASMS; DATA INTERPRETATION, STATISTICAL; DIAGNOSIS, COMPUTER-ASSISTED; FEMALE; HUMANS; MAMMOGRAPHY; MIDDLE AGED; RADIOGRAPHIC IMAGE INTERPRETATION, COMPUTER-ASSISTED;

EID: 28744432535     PISSN: 13618415     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.media.2005.03.007     Document Type: Article

References (24)

1. D. Ballard C. Brown Computer Vision 1982 Prentice-Hall (Chapter 4)
2. K. Bovis S. Singh J. Fieldsend C. Pinder Identification of masses in digital mammograms with MLP and RBF nets Proceedings of the IEEE-INNS-ENN vol. 1 2000 342-347
3. W. Good B. Zheng Y. Chang X. Wang G. Maitz D. Gur Multi-image CAD employing features derived from ipsilateral mammographic views SPIE Conference on Image Processing 3661 1999 474-485
4. L. Hadjiiski H. Chan B. Sahiner N. Petrick M. Helvie Automated registration of breast lesions in temporal pairs of mammograms for interval change analysis - local affine transformation for improved localization Med. Phys. 28 6 2001 1070-1079
5. L. Hadjiiski B. Sahiner H. Chan N. Petrick M. Helvie M. Gurcan Analysis of temporal changes of mammographic features: Computer-aided classification of malignant and benign masses Med. Phys. 28 11 2001 2309-2317
6. N. Karssemeijer G. te Brake Detection of stellate distortions in mammograms IEEE Trans. Med. Imaging 15 1996 611-619
7. N. Karssemeijer Automated classification of parenchymal patterns in mammograms Phys. Med. Biol. 43 1998 365-378
8. S. Kok-Wiles J. Brady R. Highnam Comparing mammogram pairs in the detection of lesions In: N. Karssemeijer M. Thijssen J. Hendriks L. van Erning (eds.) Digital Mammography 1998 Kluwer Dordrecht 103-110
9. T. Lau W. Bischof Automated detection of breast tumors using the asymmetry approach Comp. Biomed. Res. 24 1991 273-295
10. S. Paquerault N. Petrick H. Chan B. Sahiner M. Helvie Improvement of computerized mass detection on mammograms: Fusion of two-view information Med. Phys. 29 2 2002 238-247
11. P. Pudil J. Novovicova J. Kittler Floating search methods in feature selection Pattern Recogn. Lett. 15 1994 1119-1125
12. Richard, F., Graffigne, C. 2000. An image matching model for the registration of time sequence or bilateral mammogram pairs. The Fifth International Workshop on Digital Mammography.
13. M. Sallam K. Bowyer Registering time-sequences of mammograms using a two-dimensional unwarping technique in: A.G. Gale S.M. Astley D.R. Dance A.Y. Cairns (eds.) Digital Mammography 1994 Elsevier Amsterdam 121-131
14. S. Sanjay-Gopal H. Chan T. Wilson M. Helvie N. Petrick A regional registration technique for automated interval change analysis of breast lesions on mammograms Med. Phys. 26 12 1999 2669-2679
15. G. te Brake N. Karssemeijer Single and multiscale detection of masses in digital mammograms IEEE Trans. Med. Imaging 18 1999 628-639
16. G. te Brake N. Karssemeijer J. Hendriks An automatic method to discriminate malignant masses from normal tissue in digital mammograms Phys. Med. Biol. 45 2000 2843-2857
17. S. Timp N. Karssemeijer A new 2D segmentation method based on dynamic programming applied to computer aided detection in mammography Med. Phys. 31 5 2004 958-971
18. S. Timp N. Karssemeijer J. Hendriks Analysis of changes in masses using contrast and size measures H. Peitgen (Ed) IWDM Proceedings 2002 2002 Springer-Verlag 240-242
19. Timp, S., Karssemeijer, N., 2004. Use of temporal features to improve mass detection. IWDM Proceedings 2004, Chapel Hill.
20. S. van Engeland P. Snoeren N. Karssemeijer J. Hendriks A comparison of methods for mammogram registration. IEEE Trans. Med. Imaging 22 11 2003 1436-1444
21. N. Vujovic D. Brzakovic Establishing the correspondence between control points in pairs of mammographic images IEEE Trans. Med. Imaging 6 10 1997 1388-1399
22. N. Vujovic D. Brzakovic K. Fogarty Detection of cancerous changes in mammograms using intensity and texture measures Proc. SPIE 2434 1995 37-47
23. K. White K. Berbaun W. Smith The role of previous radiographs and reports in the interpretation of current radiographs Invest. Radiol. 29 1994 263-265
24. F. Yin M. Giger K. Doi C. Metz C. Vyborny R. Schmidt Computerized detection of masses in digital mammograms: Analysis of bilateral substraction images Med. Phys. 18 1991 955-963