Literature DB >> 19169383

Virtual Colonoscopy Screening with Ultra Low-Dose CT and Less-Stressful Bowel Preparation: A computer simulation study.

Jing Wang1, Su Wang, Lihong Li, Yi Fan, Hongbing Lu, Zhengrong Liang.   

Abstract

Computed tomography colonography (CTC) or CT-based virtual colonoscopy (VC) is an emerging tool for detection of colonic polyps. Compared to the conventional fiber-optic colonoscopy, VC has demonstrated the potential to become a mass screening modality in terms of safety, cost, and patient compliance. However, current CTC delivers excessive X-ray radiation to the patient during data acquisition. The radiation is a major concern for screening application of CTC. In this work, we performed a simulation study to demonstrate a possible ultra low-dose CT technique for VC. The ultra low-dose abdominal CT images were simulated by adding noise to the sinograms of the patient CTC images acquired with normal dose scans at 100 mAs levels. The simulated noisy sinogram or projection data were first processed by a Karhunen-Loève domain penalized weighted least-squares (KL-PWLS) restoration method and then reconstructed by a filtered backprojection algorithm for the ultra low-dose CT images. The patient-specific virtual colon lumen was constructed and navigated by a VC system after electronic colon cleansing of the orally-tagged residue stool and fluid. By the KL-PWLS noise reduction, the colon lumen can successfully be constructed and the colonic polyp can be detected in an ultra low-dose level below 50 mAs. Polyp detection can be found more easily by the KL-PWLS noise reduction compared to the results using the conventional noise filters, such as Hanning filter. These promising results indicate the feasibility of an ultra low-dose CTC pipeline for colon screening with less-stressful bowel preparation by fecal tagging with oral contrast.

Entities:  

Year:  2008        PMID: 19169383      PMCID: PMC2630255          DOI: 10.1109/TNS.2008.2004557

Source DB:  PubMed          Journal:  IEEE Trans Nucl Sci        ISSN: 0018-9499            Impact factor:   1.679


  22 in total

Review 1.  Fast spatio-temporal image reconstruction for dynamic PET.

Authors:  M N Wernick; E J Infusino; M Milosević
Journal:  IEEE Trans Med Imaging       Date:  1999-03       Impact factor: 10.048

2.  Computed tomographic virtual colonoscopy to screen for colorectal neoplasia in asymptomatic adults.

Authors:  Perry J Pickhardt; J Richard Choi; Inku Hwang; James A Butler; Michael L Puckett; Hans A Hildebrandt; Roy K Wong; Pamela A Nugent; Pauline A Mysliwiec; William R Schindler
Journal:  N Engl J Med       Date:  2003-12-01       Impact factor: 91.245

3.  Image reconstruction with shift-variant filtration and its implication for noise and resolution properties in fan-beam computed tomography.

Authors:  Xiaochuan Pan; Lifeng Yu
Journal:  Med Phys       Date:  2003-04       Impact factor: 4.071

4.  An alternative solution to the nonuniform noise propagation problem in fan-beam FBP image reconstruction.

Authors:  Jing Wang; Hongbing Lu; Tianfang Li; Zhengrong Liang
Journal:  Med Phys       Date:  2005-11       Impact factor: 4.071

5.  Penalized-likelihood sinogram smoothing for low-dose CT.

Authors:  Patrick J La Rivière
Journal:  Med Phys       Date:  2005-06       Impact factor: 4.071

6.  An improved electronic colon cleansing method for detection of colonic polyps by virtual colonoscopy.

Authors:  Zigang Wang; Zhengrong Liang; Xiang Li; Lihong Li; Bin Li; Daria Eremina; Hongbing Lu
Journal:  IEEE Trans Biomed Eng       Date:  2006-08       Impact factor: 4.538

7.  Penalized weighted least-squares approach to sinogram noise reduction and image reconstruction for low-dose X-ray computed tomography.

Authors:  Jing Wang; Tianfang Li; Hongbing Lu; Zhengrong Liang
Journal:  IEEE Trans Med Imaging       Date:  2006-10       Impact factor: 10.048

8.  Statistical reconstruction for x-ray computed tomography using energy-integrating detectors.

Authors:  Giovanni M Lasio; Bruce R Whiting; Jeffrey F Williamson
Journal:  Phys Med Biol       Date:  2007-04-02       Impact factor: 3.609

Review 9.  Computed tomography--an increasing source of radiation exposure.

Authors:  David J Brenner; Eric J Hall
Journal:  N Engl J Med       Date:  2007-11-29       Impact factor: 91.245

10.  An experimental study on the noise properties of x-ray CT sinogram data in Radon space.

Authors:  Jing Wang; Hongbing Lu; Zhengrong Liang; Daria Eremina; Guangxiang Zhang; Su Wang; John Chen; James Manzione
Journal:  Phys Med Biol       Date:  2008-06-03       Impact factor: 3.609

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  9 in total

1.  Virtual colonoscopy vs optical colonoscopy.

Authors:  Zhengrong Liang; Robert Richards
Journal:  Expert Opin Med Diagn       Date:  2010-03-01

2.  SPULTRA: Low-Dose CT Image Reconstruction With Joint Statistical and Learned Image Models.

Authors:  Siqi Ye; Saiprasad Ravishankar; Yong Long; Jeffrey A Fessler
Journal:  IEEE Trans Med Imaging       Date:  2019-08-12       Impact factor: 10.048

3.  Variance analysis of x-ray CT sinograms in the presence of electronic noise background.

Authors:  Jianhua Ma; Zhengrong Liang; Yi Fan; Yan Liu; Jing Huang; Wufan Chen; Hongbing Lu
Journal:  Med Phys       Date:  2012-07       Impact factor: 4.071

4.  Deriving adaptive MRF coefficients from previous normal-dose CT scan for low-dose image reconstruction via penalized weighted least-squares minimization.

Authors:  Hao Zhang; Hao Han; Jing Wang; Jianhua Ma; Yan Liu; William Moore; Zhengrong Liang
Journal:  Med Phys       Date:  2014-04       Impact factor: 4.071

Review 5.  Regularization strategies in statistical image reconstruction of low-dose x-ray CT: A review.

Authors:  Hao Zhang; Jing Wang; Dong Zeng; Xi Tao; Jianhua Ma
Journal:  Med Phys       Date:  2018-09-10       Impact factor: 4.071

6.  Cardiac ischaemia and rhythm disturbances during elective colonoscopy.

Authors:  A T George; C Davis; A Rangaraj; C Edwards; V L Chamary; H Khan; M Javed; P G Campbell; M C Allison; K J Swarnkar
Journal:  Frontline Gastroenterol       Date:  2010-09-23

7.  Comparison Between Pre-Log and Post-Log Statistical Models in Ultra-Low-Dose CT Reconstruction.

Authors:  Adam M Alessio; Paul E Kinahan; Ken Sauer; Mannudeep K Kalra; Bruno De Man
Journal:  IEEE Trans Med Imaging       Date:  2016-11-09       Impact factor: 10.048

8.  Statistical image reconstruction for low-dose CT using nonlocal means-based regularization.

Authors:  Hao Zhang; Jianhua Ma; Jing Wang; Yan Liu; Hongbing Lu; Zhengrong Liang
Journal:  Comput Med Imaging Graph       Date:  2014-05-14       Impact factor: 4.790

9.  Evidence-based Guidelines for Precision Risk Stratification-Based Screening (PRSBS) for Colorectal Cancer: Lessons learned from the US Armed Forces: Consensus and Future Directions.

Authors:  Itzhak Avital; Russell C Langan; Thomas A Summers; Scott R Steele; Scott A Waldman; Vadim Backman; Judy Yee; Aviram Nissan; Patrick Young; Craig Womeldorph; Paul Mancusco; Renee Mueller; Khristian Noto; Warren Grundfest; Anton J Bilchik; Mladjan Protic; Martin Daumer; John Eberhardt; Yan Gao Man; Björn Ldm Brücher; Alexander Stojadinovic
Journal:  J Cancer       Date:  2013-03-01       Impact factor: 4.207

  9 in total

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