New approach in prostate Gleason grading using fluorescence microscopic imaging

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Volumn 7368, Issue , 2009, Pages

  Alexandratou, Eleni ^a   Yova, Dido ^a   Gorpas, Dimitris ^a  

^a NATIONAL TECHNICAL UNIVERSITY OF ATHENS   (Greece)

Author keywords

Colocalisation metrics; Fluorescent probes; Gleason grading; Image analysis; Prostate cancer

Indexed keywords

BINDING PATTERN; COLOCALISATION; COLOCALISATION METRICS; FLUORESCENT PROBES; GLEASON GRADING; GOLD STANDARDS; IMAGE PROCESSING AND ANALYSIS; INTERMEDIATE STAGE; LOCALISATION; MICROSCOPIC IMAGING; NEW APPROACHES; PROPIDIUM IODIDE; PROSTATE CANCER; PROSTATE CANCERS; SIALIC ACIDS;

BIOPOLYMERS; CARBOXYLIC ACIDS; CONFOCAL MICROSCOPY; FLUORESCENCE; FLUORESCENCE SPECTROSCOPY; IMAGE ANALYSIS; METRIC SYSTEM; POLYSACCHARIDES; PROBES;

GRADING;

EID: 70350053272     PISSN: 16057422     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.831584     Document Type: Conference Paper

References (19)

1. D. F. Gleason, "Classification of prostatic carcinoma", Cancer Chemother. Rep. 50, 125-128 (1966).
2. AJ. I. Epstein, W. C. Jr Allsbrook, M. B. Amin, L. L. Egevad,. "The 2005 International Society of Urological Pathology (ISUP) Consensus Conference on Gleason Grading of Prostatic Carcinoma", Am. J Surg. Pathol. 29, 1228-1242 (2005)
3. D. M. Berney, "Low Gleason score prostatic adenocarcinomas are no longer viable entities", Histopathology, 50(6), 683-690 (2007).
4. J. Melia, R. Moseley, R. Y. Ball, D. F. R. Griffiths, K. Grigor, P. Harden, M. Jarmulowicz, L. J. McWilliam, R. Montinori, M. Waller, S. Moss, M. C. Parkinson "A UK based investigation of inter- and intra- observer reproducibility of Gleason grading of prostatic biopsies", Histopathology 48(6), 644-654 (2006)
5. M. A. Rubin, R. Dunn, N. Kambham, C. P. Misick, K. M. O'Toole, "Should a Gleason score be assigned to a minute focus of carcinoma on prostate biopsy?", Am. J. Surg. Pathol., 24, 1634-1640 (2000).
6. M. A. Harding, D. Theodorescu, "Prognostic markers in localized prostate cancer: from microscopes to molecules", Cancer Metast. Rev., 17, 429-437 (1999).
7. Rosai J. Why microscopy will remain a cornerstone of surgical pathology. Lab Invest 2007;87:403-408
8. D. G. Bostwick, C. S. Foster, F. Algaba, R. V. P. Hutter, R. Montironi, F. K. Mostofi Prostate tissue factors. In: Murphy G., Denis L., Khoury S., Partin A., Denis L., eds. Prostate cancer. Second international consultation on prostate cancer. WHO and UICC. Plymouth: Plymbridge Distributors. 162-201 (2000).
9. O. Saidi, C. Cordon-Cardo and J. Costa, "Technology Insight: will systems pathology replace the pathologist?", Nat Clin Pract Urol, 4, 39-45 (2007).
10. Y. Smith, G. Zajicek, M. Werman, G. Pizov, Y. Sherman, "Similarity measurement method for the classification of architecturally differentiated images", Comp. Biomed. Res. 32(1), 1-12 (1999).
11. Tabesh, M. Teverovskiy, H. Y. Pang, V. P. Kumar, D. Verbel, A. Kotsianti, O. Saidi, "Multifeature prostate cancer diagnosis and Gleason grading of histological images", IEEE Trans. Med. Imag. 26(10), 1366-1378 (2007).
12. K. Jafari-Khouzani, H. Soltanian-Zadeh, "Multiwavelet grading of pathological images of prostate", IEEE Trans. Biomed. Eng., 50(6), 697-704 (2003).
13. E. Alexandratou., D. Yova, D. Gorpas, P. Maragos, G. Agrogiannis, N. Kavantzas, "Texture analysis of tissues in Gleason grading of prostate cancer", Imaging, Manipulation and Analysis of Biomolecules, Cells and Tissues VI, Proc. SPIE, 6859:685904, 2008.
14. E. Alexandratou, V. Atlamazoglou, T. Thireou, G. Agrogiannis, D. Togas, N. Kavantzas, E. Patsouris, D. Yova, "Evaluation of machine learning techniques for prostate cancer diagnosis and Gleason grading", Special Issue on: "Classify the Classifiers: Investigating the Optimum Classification Technique Per Case in Bioinformatics", Int. J. Comput. Intel. Bioinform. Syst. Biol., accepted for publication, 2008.
15. S. Bolte, F. P. Cordelieres, "A guided tour into subcellular colocalization analysis in light microscopy", J. Microscopy, 224(3): 213-232 (2006).
16. E. Manders, J. Stap, G. Brakenhoff, R. van Driel, J. Aten, "Dynamics of three-dimensional replication patterns during the S-phase, analysed by double labelling of DNA and confocal microscopy". J Cell Sci 103, 857-862 (1992).
17. SV. Costes, D. Daelemans, EH Cho, Z. Dobbin, G. Pavlakis, S. Lockett, "Automatic and quantitative measurement of protein-protein colocalization in live cells". Biophys J., 86, 3993-4003 (2004).
18. Ian H. Witten and Eibe Frank , "Data Mining: Practical machine learning tools and techniques", 2nd Edition, Morgan Kaufmann, San Francisco, 2005.
19. T. Janssen, M. Petein, R. van Velthoven, P. van Leer, M. Fourmarier, J. P. Vanegas, A. Danguy, C. Schulman, J. L. Pasteels, R. Kiss, "Differential histochemical peanaut agglutinin stain in benign and malignant human prostate tumors: relationship with prosttc specific antigen immunostain and nuclear DNA content", Hum. Pathol., 27:1341-1347 (1996).