Automatic labeling of colonoscopy video for cancer detection

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

Volumn 4477 LNCS, Issue PART 1, 2007, Pages 290-297

  Vilariño, Fernando ^a   Lacey, Gerard ^a   Zhou, Jiang ^a   Mulcahy, Hugh ^b   Patchett, Stephen ^c  

^a TRINITY COLLEGE DUBLIN   (Ireland)

^b ST VINCENT S UNIVERSITY HOSPITAL   (Ireland)

^c BEAUMONT HOSPITAL   (Ireland)

Author keywords

[No Author keywords available]

Indexed keywords

DISEASES; ENDOSCOPY; FEATURE EXTRACTION; IMAGE CLASSIFICATION; SELF ORGANIZING MAPS; SUPPORT VECTOR MACHINES;

COLONOSCOPY; MEDICAL VIDEO DATA; SUSTAINED FIXATIONS;

VIDEO STREAMING;

EID: 38149040924     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-72847-4_38     Document Type: Conference Paper

References (14)

1. Bressler, B., Paszat, L.F., et al.: Colonoscopic miss rates for right-sided colon cancer: a population-based analysis. Gastroenterology 127, 452-456 (2004)
2. Atkin, W., Rogers, P., et al.: Inter-endoscopist variation in polyp and neoplasia pick-up rates in flexible sigmoidoscopy screening for colorectal cancer. Gastroenterology 126, 1247-1256 (2004)
3. Vapnik, V.: The Nature of Statistical Learning Theory. Springer, Heidelberg (1995)
4. Hwang, S., Oh, J., et al.: Automatic measurement of quality metrics for colonoscopy videos. In: MM'05, Singapore (2005)
5. Monroy, R., Arroyo-Figueroa, G., Sucar, L.E., Sossa, H.: MICAI 2004. LNCS (LNAI), vol. 2972. Springer, Heidelberg (2004)
6. Magoulas, G., Plagianakos, V., et al: Tumor detection in colonoscopy using the unsupervised k-windows clustering algorithm and neur. networsks. In: ESBE (2004)
7. Privitera, C., Stark, L.: Algorithms for defining visual regions-of-interest: Comparison with eye fixations. IEEE Trans. on PAMI 22, 970-982 (2000)
8. CHENG, W.H., CHU, W.T., WU, J.-L.: A visual attention based region-of-interest determination framework for video sequences. IEICE Trans Inf. & Syst. E88-D, 1578-1586 (2005)
9. Droll, J., Hayhoe, M., et al.: Task demands control acquisition and storage of visual information. Journal of Experimental Psychology: Human Perception and Performance 31(6), 1416-1438 (2005)
10. Kienzle, W., Wichmann, F., et al.: Learning an interest operator from human eye movements. In: CVPR'o6 Workshop (2006)
11. Chung, A.J., Deligianni, F., et al.: Extraction of visual features with eye tracking for saliency driven 2D/3D registration. Im. and Vision Comp. 23, 999-1008 (2005)
12. Kohonen, T.: Self-Organized Maps. Springer, Heidelberg (1995)
13. Jones, M., Viola, P.: Face recognition using boosted local features (2003)
14. Paris Workshop Participants: The Paris endospcopic classification of superficial neoplastic lesions. Gastrointestinal Endoscopy (Supplement) vol. 58(6), pp. 3-23 (2003)