Algorithmic framework for HEp-2 Fluorescence pattern classification to aid auto-immune diseases diagnosis

Proceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009

Volumn , Issue , 2009, Pages 562-565

  Elbischger, P ^a   Geerts, S ^b   Sander, K ^a   Ziervogel Lukas, G ^c   Sinah, P ^c  

^a CARINTHIA UNIVERSITY OF APPLIED SCIENCES   (Austria)

^b Hogeschool Antwerpen   (Belgium)

^c GENERAL HOSPITAL KLAGENFURT   (Austria)

Author keywords

Fluorescence; Image analysis; Image classification; Image segmentation; Microscopy

Indexed keywords

ALGORITHMIC FRAMEWORK; ANTINUCLEAR ANTIBODY; BLOOD SERUM; CELL SEGMENTATION; CELL STRUCTURE; CELL TYPES; CLASSIFICATION ALGORITHM; FLUORESCENCE MICROSCOPES; FLUORESCENCE PATTERNS; FLUORESCENT REPORTER; MICROSCOPY; NAKED-EYE; SPECTROSCOPIC PROPERTY;

ANTIBODIES; DIGITAL IMAGE STORAGE; FLUORESCENCE; FLUORESCENCE MICROSCOPY; IMAGE ANALYSIS; IMAGE CLASSIFICATION; IMAGE SEGMENTATION;

DIAGNOSIS;

EID: 70449401561     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISBI.2009.5193109     Document Type: Conference Paper

References (9)

1. B. B. Adams and D. F. Mutasim, "The diagnostic value of anti-nuclear antibody testing", Int. J. Dermatology, vol. 39, pp. 887-891, 2000.
2. M. A. Ramsay, "Physician fatigue", Proc. (Baylor Univ. Med. Center), vol. 13, p. 148150, 2000.
3. G. D. Johnson and E. J. Holborow, "Standardisation of tests for antinuclear antibody", Annals of the Rheumatic Diseases, vol. 39, pp. 529-530, 1980.
4. P. Perner, "Classification of HEp-2 cells using fluorescent image analysis and data mining", Lecture notes in computer science, 2001.
5. A. Rigon, P. Soda, D. Zennaro, G. Ianello, and A. Afeltra, "Indirect immunofluorescence (iif) in autoimmune diseases: Assesment of digital images for diagnostic purpose", Cytometry Part B: Clinical Cytometry, vol. 72B, pp. 472-477, 2007.
6. R. C. Gonzalez and R. E. Woods, Digital Image Processing, 3rd ed. Prentice Hall, 2008.
7. R. O. Duda, D. G. Stork, and P. E. Hart, Pattern Classification. Wiley & Sons, 2000.
8. U. Sack, S. Knoechner, H. Warschkau, U. Pigla, and M. Emmerich, "Computer assited classification of HEp-2 immunofluorescence patterns in autoimmune diagnostics", Autoimmunity Reviews, vol. 2, pp. 298-304, 2003.
9. P. Perner, H. Perner, and B. Muller, "Mining knowledge for HEp-2 cell image classification", Artificial Intelligence in Medicine, vol. 26, pp. 161-173, 2002.