Computer-aided detection of colitis on computed tomography using a visual codebook

Proceedings - International Symposium on Biomedical Imaging

Volumn , Issue , 2013, Pages 141-144

  Wei, Zhuoshi ^a   Zhang, Weidong ^a   Liu, Jianfei ^a   Wang, Shijun ^a   Yao, Jianhua ^a   Summers, Ronald M ^a  

^a NATIONAL INSTITUTES OF HEALTH   (United States)

Author keywords

colitis; colon; CT; visual codebook

Indexed keywords

AUTOMATIC METHOD; CLUSTERING FEATURE VECTORS; COLITIS; COLON; COMPUTER-AIDED DETECTION; FALSE DETECTIONS; FALSE POSITIVE; VISUAL CODEBOOK;

BIOLOGICAL ORGANS; DISEASES; MEDICAL IMAGING;

COMPUTERIZED TOMOGRAPHY;

EID: 84881649146     PISSN: 19457928     EISSN: 19458452     Source Type: Conference Proceeding    
DOI: 10.1109/ISBI.2013.6556432     Document Type: Conference Paper

References (14)

1. Delaini G.G., Inflammatory Bowel Disease and Familial Adenomatous Polyposis: Clinical Management and Patients' Quality of Life, Springer, 2006.
2. M. Macari, E.J. Balthazar, and A.J. Megibow, "The Accordion Sign at CT: a Nonspecific Finding in Patients with Colonic Edema", Radiology, vol. 211, pp. 743-46, 1999. (Pubitemid 29249474)
3. I. D. C. Kirkpatrick and H. M. Greenberg, "Evaluating the CT Diagnosis of Clostridium difficile Colitis: Should CT Guide Therapy?" American Journal of Roentgenology, vol. 176(3), pp. 635-39, 2001. (Pubitemid 32181955)
4. T. Leung and J. Malik, "Representing and Recognizing the Visual Appearance of Materials Using Three-dimensional Textons", International Journal of Computer Vision, vol. 43(1), pp. 29-44, 2001. (Pubitemid 32720091)
5. F. Jurie and B. Triggs, "Creating Efficient Codebooks for Visual Recognition", IEEE International Conference on Computer Vision, 1, pp. 604-10, 2005. (Pubitemid 44055011)
6. J. Zhang, M. Marszalek, S. Lazebnik, and C. Schmid, "Local Features and Kernels for Classifcation of Texture and Object Categories: An In-depth Study", Technical Report RR-5737, INRIA Rhône-Alpes, 2005.
7. J. Daugman, "Two-dimensional Spectral Analysis of Cortical Receptive Field Profiles," Vision Research, vol. 20(5), pp. 847-56, 1980. (Pubitemid 10007704)
8. J. Daugman, "Uncertainty Relation for Resolution in Space, Spatial Frequency and Orientation Optimized by Two-dimensional Visual Cortical Filters," J. Opt. Soc. Am. 2, pp. 1160-69, 1985.
9. M. G. Linguraru, J. K. Sandberg, Z. Li, F. Shah, and R. M. Summers, "Automated segmentation and quantification of liver and spleen from CT images using normalized probabilistic atlases and enhancement estimation", Medical Physics, vol. 37(2), pp. 771-83, 2010.
10. W. Zhang, J. Liu, J. Yao, and R. M. Summers, "Segmenting the Thoracic, Abdominal and Pelvic Musculature on CT Scans Combining Atlas-based Model and Active Contour Model", SPIE Medical Imaging, 2013, to appear.
11. J. Liu, M. G. Linguraru, S. Wang, and R. M. Summers, "Automatic Segmentation of Kidney from Non-contrast CT Images Using Efficient Belief Propagation", SPIE Medical Imaging, 2013, to appear.
12. A. Eickhoff, P.J. Pickhardt, D. Hartmann, J.F. Riemann, "Colon Anatomy Based on CT Colonography and Fluoroscopy: Impact on Looping, Straightening and Ancillary Manoeuvres in Colonoscopy", Dig Liver Dis., vol. 42(4):pp. 291-96, 2010.
13. M.E. Hanson, P.J. Pickhardt, D.H. Kim, P.R. Pfau, "Anatomic Factors Predictive of Incomplete Colonoscopy Based on Findings at CT Colonography", AJR Am J Roentgenol, vol. 189(4), pp.774-79, 2007. (Pubitemid 47479756)
14. W. Zhang, J. Liu, J. Yao, T. Nguyen, A. Louie, S. Wank, W. L. Nowinski, R. M. Summers: Mesenteric vasculature-guided small bowel segmentation on high-resolution 3D CT angiography scans. ISBI, pp. 1280-83, 2012.