Early experiences in the staining pattern classification of HEp-2 slides

Proceedings - IEEE Symposium on Computer-Based Medical Systems

Volumn , Issue , 2007, Pages 219-224

  Soda, Paolo ^a  

^a UNIVERSITY CAMPUS BIO MEDICO   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

ANTIBODIES; COMPUTER AIDED DIAGNOSIS; DISEASES; EXPERT SYSTEMS; FLUORESCENCE; IMMUNOLOGY;

ANTINUCLEAR AUTOANTIBODIES (ANA); INDIRECT IMMUNOFLUORESCENCE (IIF); MULTIPLE EXPERT SYSTEM (MES); STAINING PATTERNS;

IMAGE CLASSIFICATION;

EID: 34748859664     PISSN: 10637125     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CBMS.2007.42     Document Type: Conference Paper

References (12)

1. D. Solomon, A. Kavanaugh, and P. Schur, "Evidence-based guidelines for the use of immunologic tests: Antinuclear antibody testing," Arthritis Care & Research, vol. 47, no. 4, pp. 434-444, 2002.
2. Center for Disease Control, "Quality assurance for the indirect immunofluorescence test for autoantibodies to nuclear antigen (IF-ANA): approved guideline," NCCLS I/LA2-A, vol. 16, no. 11, December 1996.
3. A. Rigon, P. Soda, D. Zennaro, G. Iannello, and A. Afeltra, "Indirect immunofluorescence (HF) in autoimmune diseases: Assessment of digital images for diagnostic purpose," Cytometry, Accepted for Publication, February 2007.
4. U. Sack, S. Knoechner, H. Warschkau, U. Pigla, and M. K. F. Emmerich, "Computer-assisted classification of HEp-2 immunofluorescence patterns in autoimmune diagnostics," Autoimmunity Reviews, vol. 2, pp. 298-304, 2003.
5. Das s.r.l., "Service Manual AP16 IF Plus," Palombara Sabina (RI), March 2004.
6. Bio-Rad Laboratories Inc., "PhD System," http://www.bio-rad. com, 2004.
7. P. Soda and G. Iannello, "A multi-expert system to classify fluorescent intensity in antinuclear autoantibodies testing," in Computer Based Medical Systems. Los Alamitos, CA, USA: IEEE Computer Society, 2006, pp. 219-224.
8. P. Soda, G. Iannello, and M. Vento, "Using multiple experts systems to classify fluorescence intensity in antinuclear autoantibodies analysis," in Seconda Conferenza Italiana sui Sistemi Intelligenti (CISI). Ancona, Italy: GIRPR, 2006.
9. P. Perner, H. Perner, and B. Muller, "Mining knowledge for HEp-2 cell image classification," Journal Artificial Intelligence in Medicine, vol. 26, pp. 161-173, 2002.
10. R. Hiemann, N. Hilger, J. Michel, U. Anderer, M. Weigert, and U. Sack, "Principles, methods and algorithms for automatic analysis of immunofluorescence patterns on HEp-2 cells," in Autoimmunity Reviews, 2006, p. 86.
11. L. Kuncheva, J. Bezdek, and R. Duin, "Decision template for multiple classifier fusion: an experimental comparison," Pattern Recognition, vol. 34, pp. 299-314, 2001.
12. K. Fukunaga and D. Hummels, "Leave-one-out procedures for nonparametric error estimates," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 11, no. 4, pp. 421-423, April 1989.