Computer-aided prognosis of neuroblastoma: Classification of stromal development on whole-slide images

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Volumn 6915, Issue , 2008, Pages

  Sertel, Olcay ^a,b   Kong, Jun ^a,b   Shimada, Hiroyuki ^c   Catalyurek, Umit ^a,b   Saltz, Joel H ^b   Gurcan, Metin ^b  

^a Ohio State University   (United States)

^b OHIO STATE UNIVERSITY   (United States)

^c UNIVERSITY OF SOUTHERN CALIFORNIA   (United States)

Author keywords

Histopathological image analysis; Multi resolution image; Neuroblastoma prognosis; Processing; Texture analysis; Whole slide image processing

Indexed keywords

HISTOLOGY; IMAGE ANALYSIS; NEUROLOGY; PATHOLOGY;

COMPUTER AIDED PROGNOSIS; MULTI RESOLUTION IMAGES;

TUMORS;

EID: 44349097393     PISSN: 16057422     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.770666     Document Type: Conference Paper

References (17)

1. American Cancer Society, www.cancer.org
2. H. Shimada, I. M. Ambros, L. P. Dehner, J. Hâta, V. V. Joshi, and B. Roald, "Terminology and morphologie criteria of neuroblastic tumors," Cancer 86(2), 349-363 (1999).
3. H. Shimada, I. M. Ambros, L. P. Dehner, J. Hata, V. V. Joshi, B. Roald, D. O. Stram, R. B. Gerbing, J. N. Lukens, K. K. Matthay, and R. P. Castleberry, "The international neuroblastoma pathology classification (The Shimada system)," Cancer 86(2), 364-372 (1999).
4. S. Petushi, F. U. Garcia, M. M. Haber, C. Katsinis, and A. Tozeren, "Large-scale computations on histology images reveal grade-differentiating parameters for breast cancer," BMC Medical Imaging 6(14), (2006).
5. K. Jafari-Khouzani and H. Soltanian-Zadeh, "Multiwavelet grading of pathological images of prostate," IEEE Trans, on Biomedical Engineering 50(6), 697-704, (2003).
6. A. Tabesh, M. Teverovskiy, H. Pang, V. P. Kumar, D. Verbel, A. Kotsianti, and O. Saidi, "Multifeature prostate cancer diagnosis and gleason grading of histological images," IEEE Trans, on Medical Imaging 26(10), 1366-1378, 2007.
7. M. N. Gurcan, T. Pan, H. Shimada, and J. H. Saltz, "Image analysis for neuroblastoma classification: Segmentation of cell nuclei," International Conference of the IEEE Engineering in Medicine and Biology Society Conference (EMBC), New York, NY, August 2006.
8. J. Kong, H. Shimada, K. Boyer, J. Saltz, and M. Gurcan, "Image analysis for automated assessment of grade of neuroblastic differentiation, " Proc. of the IEEE Int. Symp. on Biomedical Imaging (ISBI) 15(12), 61-64, (2007).
9. J. Kong, O. Sertel, H. Shimada, K. L. Boyer, J. H. Saltz, and M. N. Gurcan, "Computer-aided grading of neuroblastic differentiation: Muti-resolution and multi-classifier approach," Proc. of the IEEE Int. Conf. on Image Processing (ICIP) (5), 525-528, San Antonio, TX, (2007).
10. R. Ferreira, B. Moon, J. Humphries, A. Sussman, J. Saltz, R. Miller, and A. Demarzo, "The Virtual Microscope," The American Medical Informatics Association Annual Symposium, 1997.
11. E. H. Adelson, C. H. Anderson, J. R. Bergen, P. J. Burt, and J. M. Ogden, "Pyramid methods in image processing," RCA Engineer 29, 33-41, (1984).
12. G. Paschos, "Perceptually uniform color spaces for color texture analysis: An empirical evaluation," IEEE Trans. on Image Processing 10(6), 932-937, 2001.
13. R. Haralick, K. Shanmugam, and K. Dinstein, "Textural features for image classification," IEEE Trans, on Systems, Man, and Cybernetics SMC-3, 610-621, 1973.
14. T. Ojala, M. Pietikainen, and T. Maenpaa, "Multiresolution gray-scale and rotation invariant texture classification with local binary patterns," IEEE Transactions on PAMI 24(7), 971-987, 2002.
15. A. K. Jain, R.P.W. Duin, and J. Mao, "Statistical pattern recognition: A review", IEEE Trans, on Pattern Analysis and Machine Intelligence (PAMI) 22(1), 4-37, (2000).
16. A. Jain, and D. Zongker, "Feature Selection: Evaluation, Application, and Small Sample Performance," IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI) 19(2), 153-158, 1997.
17. P. Pudil, J. Novovicova, and J, Kittler, "Floating search methods in feature selection," Pattern Recognition Letters 15, 1119-1125, (1994).