Skip to main content

2014 | OriginalPaper | Buchkapitel

Information-Preserving Pseudo-Enhancement Correction for Non-Cathartic Low-Dose Dual-Energy CT Colonography

verfasst von : Janne J. Näppi, Rie Tachibana, Daniele Regge, Hiroyuki Yoshida

Erschienen in: Abdominal Imaging. Computational and Clinical Applications

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

In CT colonography (CTC), orally administered positive-contrast fecal-tagging agents can cause artificial elevation of the observed radiodensity of adjacent soft tissue. Such pseudo-enhancement makes it challenging to differentiate polyps and folds reliably from tagged materials, and it is also present in dual-energy CTC (DE-CTC). We developed a method that corrects for pseudo-enhancement on DE-CTC images without distorting the dual-energy information contained in the data. A pilot study was performed to evaluate the effect of the method visually and quantitatively by use of clinical non-cathartic low-dose DE-CTC data from 10 patients including 13 polyps covered partially or completely by iodine-based fecal tagging. The results indicate that the proposed method can be used to reduce the pseudo-enhancement distortion of DE-CTC images without losing material-specific dual-energy information. The method has potential application in improving the accuracy of automated image-processing applications, such as computer-aided detection and virtual bowel cleansing in CTC.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Näppi, J., Yoshida, H.: Adaptive correction of the pseudo-enhancement of CT attenuation for fecal-tagging CT colonography. Med. Image Anal. 12, 413–426 (2008)CrossRef Näppi, J., Yoshida, H.: Adaptive correction of the pseudo-enhancement of CT attenuation for fecal-tagging CT colonography. Med. Image Anal. 12, 413–426 (2008)CrossRef
2.
Zurück zum Zitat Näppi, J., Yoshida, H.: Fully automated three-dimensional detection of polyps in fecal-tagging CT colonography. Acad. Radiol. 25, 287–300 (2007)CrossRef Näppi, J., Yoshida, H.: Fully automated three-dimensional detection of polyps in fecal-tagging CT colonography. Acad. Radiol. 25, 287–300 (2007)CrossRef
3.
Zurück zum Zitat Zhang, H., Li, L., Zhu, H., Han, H., Song, B., Liang, Z.: Integration of 3D scale-based pseudo-enhancement correction and partial volume image segmentation for improving electronic colon cleansing in CT colonography. J. Xray Sci. Techol. 22, 271–283 (2014) Zhang, H., Li, L., Zhu, H., Han, H., Song, B., Liang, Z.: Integration of 3D scale-based pseudo-enhancement correction and partial volume image segmentation for improving electronic colon cleansing in CT colonography. J. Xray Sci. Techol. 22, 271–283 (2014)
4.
Zurück zum Zitat Liu, J., Yao, J., Summers, R.: Scale-based scatter correction for computer-aided polyp detection in CT colonography. Med. Phys. 35, 5664–5671 (2008)CrossRef Liu, J., Yao, J., Summers, R.: Scale-based scatter correction for computer-aided polyp detection in CT colonography. Med. Phys. 35, 5664–5671 (2008)CrossRef
5.
Zurück zum Zitat Tsagaan, B., Näppi, J., Yoshida, H.: Nonlinear regression-based method for pseudoenhancement correction in CT colonography. Med. Phys. 36, 3596–3606 (2009)CrossRef Tsagaan, B., Näppi, J., Yoshida, H.: Nonlinear regression-based method for pseudoenhancement correction in CT colonography. Med. Phys. 36, 3596–3606 (2009)CrossRef
6.
Zurück zum Zitat Näppi, J., Kim, S., Yoshida, H.: Automated detection of colorectal lesions with dual-energy CT colonography. In: van Ginneken, B., Novak, C. (eds.) SPIE Medical Imaging 2012: Computed-Aided Diagnosis, vol. 8315, pp. 83150Y1–83150Y6 (2012) Näppi, J., Kim, S., Yoshida, H.: Automated detection of colorectal lesions with dual-energy CT colonography. In: van Ginneken, B., Novak, C. (eds.) SPIE Medical Imaging 2012: Computed-Aided Diagnosis, vol. 8315, pp. 83150Y1–83150Y6 (2012)
7.
Zurück zum Zitat Näppi, J., Kim, S., Yoshida, H.: Volumetric detection of colorectal lesions for noncathartic dual-energy computed tomographic colonography. In: Conference Proceedings of IEEE Engineering in Medicine and Biology Society, pp. 3740–3743 (2012) Näppi, J., Kim, S., Yoshida, H.: Volumetric detection of colorectal lesions for noncathartic dual-energy computed tomographic colonography. In: Conference Proceedings of IEEE Engineering in Medicine and Biology Society, pp. 3740–3743 (2012)
8.
Zurück zum Zitat Kalra, M., Woisetschläger, M., Dahlström, N., Singh, S., Linblom, M., et al.: Radiation dose reduction with sinogram affirmed iterative reconstruction technique for abdominal computed tomography. J. Comput. Assist. Tomogr. 36, 339–346 (2012)CrossRef Kalra, M., Woisetschläger, M., Dahlström, N., Singh, S., Linblom, M., et al.: Radiation dose reduction with sinogram affirmed iterative reconstruction technique for abdominal computed tomography. J. Comput. Assist. Tomogr. 36, 339–346 (2012)CrossRef
9.
Zurück zum Zitat Grant, K., Raupach, R.: SAFIRE: sinogram affirmed iterative reconstruction. Technical report, Siemens (2012) Grant, K., Raupach, R.: SAFIRE: sinogram affirmed iterative reconstruction. Technical report, Siemens (2012)
10.
Zurück zum Zitat Zachrisson, H., Engström, E., Engvall, J., Wigström, L., Smedby, O., Persson, A.: Soft tissue discrimination ex vivo by dual energy computed tomography. Eur. J. Radiol. 75, e124–e128 (2010)CrossRef Zachrisson, H., Engström, E., Engvall, J., Wigström, L., Smedby, O., Persson, A.: Soft tissue discrimination ex vivo by dual energy computed tomography. Eur. J. Radiol. 75, e124–e128 (2010)CrossRef
11.
Zurück zum Zitat Yu, L., Leng, S., McCollough, C.: Dual-energy CT-based monochromatic imaging. Am. J. Roentgenol. 199, S9–S15 (2012)CrossRef Yu, L., Leng, S., McCollough, C.: Dual-energy CT-based monochromatic imaging. Am. J. Roentgenol. 199, S9–S15 (2012)CrossRef
12.
Zurück zum Zitat Maki, D., Birnbaum, B., Chakraborty, D., Jacobs, J., Carvalho, B., Herman, G.: Renal cyst pseudoenhancement: beam-hardening effects on CT numbers. Radiology 213, 468–472 (1999)CrossRef Maki, D., Birnbaum, B., Chakraborty, D., Jacobs, J., Carvalho, B., Herman, G.: Renal cyst pseudoenhancement: beam-hardening effects on CT numbers. Radiology 213, 468–472 (1999)CrossRef
13.
Zurück zum Zitat Boas, F., Fleischmann, D.: CT artifacts: causes and reduction techniques. Imaging Med. 4, 229–240 (2012)CrossRef Boas, F., Fleischmann, D.: CT artifacts: causes and reduction techniques. Imaging Med. 4, 229–240 (2012)CrossRef
14.
Zurück zum Zitat Chang, K., Yee, J.: Dose reduction methods for CT colonography. Abdom. Imaging 38, 224–232 (2013)CrossRef Chang, K., Yee, J.: Dose reduction methods for CT colonography. Abdom. Imaging 38, 224–232 (2013)CrossRef
15.
Zurück zum Zitat Zalis, M., Blake, M., Cai, W., Hahn, P., et al.: Diagnostic accuracy of laxative-free computed tomographic colonography for detection of adenomatous polyps in asymptomatic adults: a prospective evaluation. Ann. Intern. Med. 156, 692–702 (2012)CrossRef Zalis, M., Blake, M., Cai, W., Hahn, P., et al.: Diagnostic accuracy of laxative-free computed tomographic colonography for detection of adenomatous polyps in asymptomatic adults: a prospective evaluation. Ann. Intern. Med. 156, 692–702 (2012)CrossRef
16.
Zurück zum Zitat Lefere, P., Gryspeerdt, S., Baekelandt, M., Van Holsbeeck, B.: Laxative-free CT colonography. Am. J. Roentgenol. 183, 945–948 (2004)CrossRef Lefere, P., Gryspeerdt, S., Baekelandt, M., Van Holsbeeck, B.: Laxative-free CT colonography. Am. J. Roentgenol. 183, 945–948 (2004)CrossRef
17.
Zurück zum Zitat Johnson, C., Manduca, A., Fletcher, J., MacCarty, R., et al.: Noncathartic CT colonography with stool tagging: performance with and without electronic stool subtraction. Am. J. Roentgenol. 190, 361–366 (2008)CrossRef Johnson, C., Manduca, A., Fletcher, J., MacCarty, R., et al.: Noncathartic CT colonography with stool tagging: performance with and without electronic stool subtraction. Am. J. Roentgenol. 190, 361–366 (2008)CrossRef
18.
Zurück zum Zitat Beebe, T., Johnson, C., Stoner, S., Anderson, K., Limburg, P.: Assessing attitudes toward laxative preparation in colorectal cancer screening and effects on future testing: potential receptivity to computed tomographic colonography. Mayo. Clinic. Proc. 82, 666–671 (2007)CrossRef Beebe, T., Johnson, C., Stoner, S., Anderson, K., Limburg, P.: Assessing attitudes toward laxative preparation in colorectal cancer screening and effects on future testing: potential receptivity to computed tomographic colonography. Mayo. Clinic. Proc. 82, 666–671 (2007)CrossRef
19.
Zurück zum Zitat Grosjean, R., Daudon, M., Chammas Jr., M., Claudon, M., et al.: Pitfalls in urinary stone identification using CT attenuation values: are we getting the same information on different scanner models? Eur. J. Radiol. 82, 1201–1206 (2013)CrossRef Grosjean, R., Daudon, M., Chammas Jr., M., Claudon, M., et al.: Pitfalls in urinary stone identification using CT attenuation values: are we getting the same information on different scanner models? Eur. J. Radiol. 82, 1201–1206 (2013)CrossRef
20.
Zurück zum Zitat McCullough, E.: Factors affecting the use of quantitative information from a CT scanner. Radiology 124, 99–107 (1977)CrossRef McCullough, E.: Factors affecting the use of quantitative information from a CT scanner. Radiology 124, 99–107 (1977)CrossRef
Metadaten
Titel
Information-Preserving Pseudo-Enhancement Correction for Non-Cathartic Low-Dose Dual-Energy CT Colonography
verfasst von
Janne J. Näppi
Rie Tachibana
Daniele Regge
Hiroyuki Yoshida
Copyright-Jahr
2014
DOI
https://doi.org/10.1007/978-3-319-13692-9_15