Medical Engineering & Physics
Volume 29, Issue 8 , Pages 858-867 , October 2007

Development of a synthetic phantom for the selection of optimal scanning parameters in CAD–CT colonography

  • Tarik A. Chowdhury

      Affiliations

    • Vision Systems Group, Dublin City University, Dublin 9, Ireland
    • Corresponding Author InformationCorresponding author. Tel.: +353 17007636; fax: +353 17005508.
  • ,
  • Paul F. Whelan

      Affiliations

    • Vision Systems Group, Dublin City University, Dublin 9, Ireland
  • ,
  • Ovidiu Ghita

      Affiliations

    • Vision Systems Group, Dublin City University, Dublin 9, Ireland
  • ,
  • Nicolas Sezille

      Affiliations

    • Vision Systems Group, Dublin City University, Dublin 9, Ireland
  • ,
  • Shane Foley

      Affiliations

    • Department of Radiology, Mater Misericordiae Hospital, Dublin 7, Ireland

Received 17 August 2005 ,Revised 13 September 2006 ,Accepted 19 September 2006.

References 

  1. Parker S, Tong T, Bolden S, Wingo P. Cancer statistics 1997. CA Cancer J. Clin. 1997;47:5–27
  2. NCRI, 2000. Cancer in Ireland, incidence and mortality. Healy & Associates; 1997;
  3. Cancer Research UK, Bowel cancer factsheet, 2003.
  4. Ransoho DF, Sandler RS. Screening for colorectal cancer. New Engl. J. Med. 2002;346(1):
  5. American Cancer Society . Cancer facts and figures. American Cancer Society; 1999;
  6. National Cancer Institute . Working guidelines for early cancer detection: rationale and supporting evidence to decrease mortality. Bethesda: National Cancer Institute; 1987;
  7. Robert A, Cokkinides SV, Eyre HJ. American Cancer Society guidelines or the early detection of cancer. Cancer J.Clin. 2003;53:27–43
  8. Schrock TR. Colonoscopy versus barium enema in the diagnosis of colorectal cancer and polyps. Gastrointest. Endosc. Clin. N. Am. 1993;3:585–610
  9. Winawer JS, Stewart ET, Zauber AG, Bond JH. A comparison of colonoscopy and double-contrast barium enema for surveillance after polypectomy. New Engl. J. Med. 2000;342:1766–1772
  10. Sato M, Lakare S, Wan M, Kaufman A, Liang Z, Wax M. An automatic colon segmentation for 3D virtual colonoscopy. IEICE Trans. Inform. Syst. 2001;E84-D(1):201–208
  11. Vining DJ, Gelfand DW, Bechtold RE, Scharling ES, Grishaw EK, Shifrin RY. Technical feasibility of colon imaging with helical CT and virtual reality. Am. J. Roentgenol. 1994;162:104
  12. Johnson CD, Hara AK, Reed JE. Virtual endoscopy: what's in a name?. Am. J. Roentgenol. 1998;171:1201–1202
  13. Lichan H, Arie K, Chih WYi, Ajay V, Mark W, Zhengrong L. 3D virtual colonoscopy. In:  Loew M,  Gershon N editor. Proceedings of the biomedical visualization. Atlanta. 1995;p. 26–33
  14. Hara AK, Johnson CD, Reed JE, Ahlquist DA, Nelson H, Ehman RL. Detection of colorectal polyps by CT colonography: feasibility of a novel technique. Gastroenterology. 1996;100:284–290
  15. Hong L, Muraki S, Kaufman A, Bartz D, He T. Virtual voyage: interactive navigation in the human colon. In: Proceedings of the ACM SIGGRAPH. Los Angeles, August. 1997;p. 27–34
  16. Wan M, Tang Q, Kaufman A, Liang Z, Wax M. Volume rendering based interactive navigation within the human colon. In: Proceeding of the IEEE visualization. San Francisco. 1999;p. 397–400
  17. Sezille N, Sadleir RJT, Whelan PF. Fast extraction of planes normal to the centreline from CT colonography datasets. In: VIE 2003—IEE visual information engineering conference. Guildford, UK. 2003;
  18. Sadleir RJT, Whelan PF. Fast colon centreline calculation using optimised 3D topological thinning. Comput. Med. Imag. Graph. 2005;29(4):251–258
  19. Bartroli AV, Wegenkittl R, Konig A, Groller E. Nonlinear virtual colon unfolding. In: Proceedings of the twelfth IEEE visualization (VIS’01). 2001;
  20. Vining DJ, Hunt GW, Ahn DK, Stelts DR, Helmer PF. Computer assisted detection of colon polyps and masses. Radiology. 2001;219:51–59
  21. Summers RM, Johnson CD, Pusanik LM, Malley JD, Youssef AM, Reed JE. Automated polyp detection at CT colonography: feasibility assessment in a human population. Radiology. 2001;219:51–59
  22. Summers RM, Beaulieu CF, Pusanik LM, Malley JD, Jeffrey RB, Glazer DI, et al. Automated polyp detector for CT colonography: feasibility study. Radiology. 2000;216:284–290
  23. Yoshida H, Masutani Y, MacEneaney P, Rubin DT, Dachman AH. Computerized detection of colonic polyps at CT colonography on the basis of volumetric features: pilot study. Radiology. 2002;222:327–336
  24. Yoshida H, Nappi J. Three-dimensional computer-aided diagnosis scheme for detection of colonic polyps. IEEE Trans. Med. Imag. 2001;20(12):1261–1274
  25. Paik DS, Beaulieu CF, Rey RBJ. Computer aided detection of polyps in CT colonography: method and free-response ROC evaluation of performance. Radiology. 2000;217 (P):370
  26. Kiss G, Cleynenbreugel J, Thomeer M, Suetens P, Marchal G. Computer aided diagnosis for virtual colonography. Med. Image Comput. Comput.-Assist. Intervent. 2001;621–628
  27. Kiss G, Cleynenbreugel J, Thomeer M, Suetens P, Marchal G. Computer aided detection of colonic polyps via geometric feature classication. Vision Model. Visual. 2002;27–34
  28. Kiss G, Cleynenbreugel J, Suetens P, Marchal G. Computer aided diagnosis for CT colonography via slope density functions. Med. Image Comput. Comput.-Assist. Intervent. 2003;746–753
  29. Paik DS, Beaulieu CF, Rubin GD, Acar B, Jeffrey RB, Yee J, et al. Surface normal overlap: a computer-aided detection algorithm with application to colonic polyps and lung nodules in helical CT. IEEE Trans. Med. Imag. 2004;23(6):661–675
  30. Kiraly AP, Laks S, Macari M, Geiger B, Bogoni L, Novak CL. A fast method for colon polyp detection in high-resolution CT data. Int. Congr. Ser. 2004;1268:983–988
  31. Acar B, Napel S, Paik D, Gokturk SB, Tomasi C, Beaulieu CF. Using optical flow fields for polyp detection in virtual colonoscopy. Utrecht, Holland: Medical Image Computing and Computer-Assisted Intervention; 2001;
  32. Wang Z, Li L, Anderson J, Harrington D, Liang Z. Colonic polyp characterization and detection based on both morphological and texture features. Int. Congr. Ser. 2004;1268:1004–1009
  33. Jerebko AK, Malley JD, Franaszek M, Summers RM. Multi neural network classification scheme for detection of colonic polyps in CT colonography data sets. Acad. Radiol. 2003;10(2):154–160
  34. Chowdhury TA, Ghita O, Whelan PF. A statistical approach for robust polyp detection in CT colonography. In: Proceedings of the twenty-seventh annual international conference of the IEEE Engineering in Medicine and Biology Society, September 1–4. Shanghai, China. 2005;
  35. Barnes E. Colon CAD: VC's extra eyes face new challenges, http://auntminnie.com/, August 5, 2005.
  36. Yee J, Akerkar GA, Hung RK, Steinauer-Gebauer AM, Wall SD, McQuaid KR. Colorectal neoplasia: performance characteristics of CT colonography for detection in 300 patients. Radiology. 2001;219:685
  37. Fletcher JG, Johnson CD, Krueger WR, Ahlquist DA, Nelson H, Ilstrup D, et al. Contrast-enhanced CT colonography in recurrent colorectal carcinoma: feasibility of simultaneous evaluation for metastatic disease, local recurrence, and metachronous neoplasia in colorectal carcinoma. Am. J. Roentgenol. 2002;178(283–290):
  38. Hoon J, Rolnick JA, Haker S, Barish MA. Multislice CT colonography: current status and limitations. Eur. J. Radiol. 2003;47(2):123–134
  39. Sosna J, Morrin MM, Kruskal JB, Farrell RJ, Nasser I, Raptopoulos V. Colorectal neoplasms: role of intravenous contrast-enhanced CT colonography. Radiology. 2003;228(1):152–156
  40. Filippone A, Ambrosini R, Fuschi M, Marinelli T, Genovesi D, Bonomo L, et al. N staging of colorectal cancer: accuracy of contrast-enhanced multi-detector row CT colonography—initial experience. Radiology. 2004;231(1):83–90
  41. Gelder REV, Venema HW, Florie J, Yung C, Serlie IWO, Schutter MP, et al. CT colonography: feasibility of substantial dose reduction–comparison of medium to very low doses in identical patients. Radiology. 2004;232:611–620
  42. Brenner DJ, Elliston CD, Hall EJ. Estimated risks of radiation induced fatal cancer from pediatric CT. Am. J. Roentgenol. 2001;176:289–296
  43. Cohen BL. Cancer risk from low-level radiation. Am. J. Roentgenol. 2002;179:1137–1143
  44. Iannaccone R, Laghi A, Catalano C, Brink JA, Mangiapane F, Trenna S, et al. Detection of colorectal lesions: lower-dose multi-detector row helical CT colonography compared with conventional colonoscopy. Radiology. 2003;229:775–781
  45. Capunay CM, Carrascosa PM, Bou-Khair A, Castagnino N, Ninomiya I, Carrascosa JM. Low radiation dose multislice CT colonography in children: Experience after 100 studies. Eur. J. Radiol. 2005;56(3):398–402
  46. Vogt C, Cohnen M, Beck A, Dahl SV, Aurich V, Modder U, et al. Detection of colorectal polyps by multislice CT colonography with ultra-low-dose technique: comparison with high-resolution videocolonoscopy. Gastrointest Endosc. 2004;60(2):201–209
  47. Beaulieu CF, Napel S, Daniel BL, Ch’en IY, Rubin GD, Johnstone IM, et al. Detection of colonic polyps in a phantom model: implications for virtual colonoscopy data acquisition. J. Comput. Assist. Tomogr. 1998;22(4):656–663
  48. Dachman AH, Lieberman J, Osnis RB, Chen SY, Hoffmann KR, Chen CT, et al. Small simulated polyps in pig colon: sensitivity of CT virtual colography. Radiology. 1997;203:427–430
  49. Taylor SA, Halligan S, Bartram CI, Morgan PR, Talbot IC, Fry N, et al. Multi-detector row CT colonography: effect of collimation, pitch, and orientation on polyp detection in human colectomy specimen. Radiology. 2003;229:109–118
  50. Springer P, Stohr B, Giacomuzzi SM, Bodner G, Klingler A, Jaschke W, et al. Virtual computed tomography colonoscopy: artifacts, image quality and radiation dose load in a cadaver study. Eur. Radiol. 2000;10(1):183–187
  51. Whiting BR, McFarland EG, Brink JA. Influence of image acquisition parameters on CT artifacts and polyp detection in spiral CT colonography: in vitro evalution. Radiolgy. 2002;217:165–172
  52. Power NP, Pryor MD, Martin A, Horrocks J, McLean AM, Reznek RH. Optimization of scanning parameters for CT colonography. Br. J. Radiol. 2002;75:401–408
  53. Wessling J, Fischbach R, Meier N, Allkemper T, Klusmeier J, Ludwig K, et al. CT colongraphy: protocol optimization with muti-detector row CT-study in an anthropomorphic colon phantom. Radiology. 2003;228:753–759
  54. Laghi A, Iannaccone R, Mangiapane F, Piacentini F, Iori S, Passariello R. Experimental colonic phantom for the evaluation of the optimal scanning technique for CT colonography using a multi-detector spiral CT equipment. Eur. Radiol. 2003;13(3):459–466
  55. Embleton KV, Nicholson DA, Hufton AP, Jackson A. Optimization of scanning parameters for multi-slice CT colonography: experiments with synthetic and animal phantoms. Clin. Radiol. 2003;58(12):955–963
  56. Ozgun A, Rollven E, Blomqvist L, Bremmer S, Odh R, Fransson A. Polyp detection with MDCT: a phantom-based evaluation of the impact of dose and spiral resolution. Am. J. Roentol. 2005;184
  57. Ling SH, Summers RM, Loew MH, McCollough CH, Johnson CD. Computer-aided detection of polyps in a colon phantom: effects of scan orientation, polyps size, collimation and dose. J. Comput. Assist. Tomogr. 2002;26(6):1013–1018
  58. Sundaram P, Beaulieu CF, Paik DS, Schraedley-Desmond P, Napel S. CT colonography: does improved z resolution help computer-aided polyp detection?. Med. Phys. 2003;30(10):2663–2674
  59. NHS Purchasing and Supply Agency, Report 05071, Siemens Somatom Sensation open CT scanner technical evaluation, December 2005.
  60. Chowdhury TA, Whelan PF, Ghita Ovidiu . A method for automatic segmentation of collapsed colons at CT colonography. In: Proceedings of the second Indian international conference on artificial intelligence. 2005;
  61. Zucker SW, Hummel RA. A three-dimensional edge operator. IEEE Trans. Pattern Anal. Mach. Intell. 1981;3(3):324–331
  62. Ghita O, Whelan PF. A bin picking system based on depth from focus. Mach. Vis. Appl. 2003;13:234–244
  63. Park SH, Ha HK, Kim AY, Kim KW, Lee MG, Kim PN, et al. Flat polyps of the colon: detection with 16-MDCT colonographypreliminary results. Am. J. Roentol. 2006;186:1611–1617
  64. Nagel HD. Radiation exposure in computed tomography. Frankfurt, Germany: European Coordinate Committee of the Radiological and Electromedical Industries, COCIR; 2000;
  65. ImPACT CT patient dosimetry calculator, http://www.impactscan.org/ctdosimetry.htm.

PII: S1350-4533(06)00189-5

doi: 10.1016/j.medengphy.2006.09.005

Medical Engineering & Physics
Volume 29, Issue 8 , Pages 858-867 , October 2007