Potential usefulness of multiple-mammographie views in computer-aided diagnosis scheme for identifying histological classification of clustered microcalcification

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4046 LNCS, Issue , 2006, Pages 229-236

  Nakayama, Ryohei ^a   Watanabe, Ryoji ^b   Namba, Kiyoshi ^c   Yamamoto, Koji ^d   Takeda, Kan ^a   Katsuragawa, Shigehiko ^e   Doi, Kunio ^f  

^a MIE UNIVERSITY SCHOOL OF MEDICINE   (Japan)

^b Hakuaikai Hospital   (Japan)

^c Breastopia Namba Hospital   (Japan)

^d MIE UNIVERSITY   (Japan)

^e KUMAMOTO UNIVERSITY   (Japan)

^f UNIVERSITY OF CHICAGO   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CARCINOGENS; COMPUTER AIDED DIAGNOSIS; HISTOLOGY; MEDICAL IMAGING; RADIOLOGY;

HISTOLOGICAL CLASSIFICATIONS; MEDIOLATERAL OBLIQUE (MLO); MODIFIED BAYES DISCRIMINANT FUNCTION (MBDF); MULTIPLE-VIEW MAMMOGRAMS;

MAMMOGRAPHY;

EID: 33746342818     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11783237_32     Document Type: Conference Paper

References (12)

1. D. B. Kopans: Breast imaging. 2nd edn. Lippincott-Raven publishers, New York (1997).
2. R. Nakayama, Y. Uchiyama, R. Watanabe, S. Katsuragawa, K. Namba, and K. Doi: Computer-aided diagnosis scheme for histological classification of clustered microcalcifications on magnification mammograms, Med. Phys. Vol.31 (2004) 789-799.
3. R. Nakayama, Y. Uchiyama: Development of new filter bank for detection of nodular patterns and line patterns in medical images. IEICE Trans. Inf. and Sys. J-87-D-II (2004) 176-185.
4. R. C. Gonzales and R. E. Woods: Digital Image Processing. Addison-Wesley, MA (1992).
5. J. Sera: Image Analysis and Mathematical Morphology. Academic Press, London (1982).
6. R. O. Duda, P. E. Hart, and D. G. Stork: Pattern Classification. 2nd edn. John Wiley & Sons, NY (2001).
7. F. Kimura, K. Takahashi, S. Tsuruoka, and Y. Miyake: On avoiding peaking phenomenon of the quadratic discriminant function. IEICE. J-69-D (1986) 1328-1334.
8. S. Tsuruoka, M. Kurita, T. HARADA, F. Kimura, and Y. Miyake: Handwriting 'KANJI' and 'HIRAGANA' character recognition using weighted direction index histogram method. IEICE. J70-D (1987) 1390-1397.
9. Tsuruoka, H. Monta, F. Kimura, and Y. Miyake: Handwritten character recognition adaptable to the writer. IEICE. J-70-D (1987) 1953-1960.
10. M. Aoyama, Q. Li, S. Katsuragawa, H. MacMahon, and K. Doi: Automated computerized scheme for distinction between benign and malignant solitary pulmonary nodules on chest images. Med. Phys. 29 (2002) 701-708.
11. R. A. Johnson and D. W. Wichern: Applied Multivariate Statistical Analysis. Prentice-Hall, Englewood Cliffs NJ (1992).
12. C. P. Langlotz: Fundamental measures of diagnostic examination performance - Usefulness for clinical decision making and research, Radiology 228 (2003) 3-9.