Prediction of polyp histology on CT colonography using content-based image retrieval

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Volumn 7624, Issue , 2010, Pages

  Aman, Javed M ^a   Yao, Jianhua ^a   Summers, Ronald M ^a  

^a NATIONAL INSTITUTES OF HEALTH   (United States)

Author keywords

CAD; Content Based Image Retrieval; CT Colonography; Polyp Histology

Indexed keywords

COMPUTER AIDED DESIGN; COMPUTER AIDED DIAGNOSIS; COMPUTERIZED TOMOGRAPHY; CONTENT BASED RETRIEVAL; DIAGNOSIS; FORECASTING; HISTOLOGY; MEDICAL IMAGING; QUERY PROCESSING;

AUTOMATED METHODS; COMPUTED TOMOGRAPHIC COLONOGRAPHY; COMPUTER AIDED DETECTION; CONTENT BASED IMAGE RETRIEVAL; CT COLONOGRAPHY; NUMERICAL FEATURES; OPTICAL COLONOSCOPY; RECEIVER OPERATING CURVES;

IMAGE RETRIEVAL;

EID: 79955784830     PISSN: 16057422     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.844571     Document Type: Conference Paper

References (21)

1. Edwards B.K., et al., "Annual report to the nation on status of cancer, 1975-2006, featuring colorectal cancer trends and impact of interventions (risk factors, screening, treatment) to reduce future rates," Cancer (2009)
2. Summers R.M., et al., "Computed Tomographic Virtual Colonoscopy Computer-Aided Polyp Detection in a Screening Population," Gastroenterology, 129:1832-1844, (2005)
3. Baneerjee S., VanDam J., "CT colonography for colon cancer screening," Gastrointest Endosc, 63:121-13 (2006)
4. Yeshwant S.C., et al., "Polyps: Linear and volumetric measurement at CT colonography," Radiology, 241(3): p. 802-811. (2006)
5. Leslie A., Carey F.A., Pratt N.R., Steele R.J., "The colorectal adenoma-carcinoma sequence," Br J Surg, 89:845-60. (2002)
6. Levine J.S., Ahnen D.J., "Adenomatous Polyps of the Colon," NEJM, 355:2551-2557 (2006)
7. Bond J.H., "Is the small colorectal polyp clinically diminutive," Gastrointest Endosc, 39:592-3. (1993)
8. Tedesco F.J., Hendrix J.C., Pickens C.A., "Diminutive polyps: histopathology, spatial distribution, clinical significance," Gastrointest Endosc, 28:1-5. (1982)
9. Summers R.M., et al., "Automated Measurement of Colorectal Polyp Height at CT Colonography: Hyperplastic Polyps are Flatter Than Adenomatous Polyps," AJR, 193:1305-1310 (2009)
10. Winawer S.J., et al., "Prevention of Colorectal Cancer by Colonoscopic Polypectomy," NEJM, 329:1977-1981 (1993)
11. Morson B.C., "Some peculiarities in the histology of intestinal polyps, " Diseases of the Colon and Rectum, 5:337-344 (1962)
12. Seifert E., Gail K., Weismuller J., "Gastric polypectomy: Long-term results (survey of 23 centers in Germany)," Endoscopy , 15:8-1 (1983)
13. Eisen G.M., "High-resolution chromoendoscopy for classifying colonic polyps. A multicenter study," Gastrointestinal Endoscopy, 55(6) (2002)
14. Cuicca G., Schettini R., "A relevance feedback mechanism for content-based image retrieval," Info. Proc., Manag, 35:605-632 (1999)
15. Muller H., et al., "Review of content-based image retrieval systems in medical applications-clinical benefits and future directions," IJMI, 73 1-23, (2004).
16. Lehman T., "Automatic Categorization of Medical Images for Content-Based Retrieval and Data Mining," Computerized Medical Imaging and Graphics, 29, 143-155, (2005)
17. Azevedo-Marques P.M., "Reducing the semantic gap in content-based image retrieval in mammography with relevance feedback and inclusion of expert knowledge," Int J CARS, 3:123-130, (2008)
18. Aman J.M., Yao J., Summers R.M., "Reducing the False Positive Rate of Computer Aided Detection for CT Colonography using Content Based Image Retrieval," in ISBI. (2009)
19. Datta R., Joshi D., Li J., Wang J., "Image Retrieval: Ideas, Influences, Trends of the New Age," ACM Computing Surveys, 40 5:1-60, (2008).
20. Ling H., Okada K., "Diffusion Distance for Histogram Comparison," IEEE CVPR (2006)
21. ROCKIT, Kurt Rossman Laboratories. University of Chicago, Chicago, IL. (2004)