Literature DB >> 26020436

Observer Performance in the Detection and Classification of Malignant Hepatic Nodules and Masses with CT Image-Space Denoising and Iterative Reconstruction.

Joel G Fletcher1, Lifeng Yu1, Zhoubo Li1, Armando Manduca1, Daniel J Blezek1, David M Hough1, Sudhakar K Venkatesh1, Gregory C Brickner1, Joseph C Cernigliaro1, Amy K Hara1, Jeff L Fidler1, David S Lake1, Maria Shiung1, David Lewis1, Shuai Leng1, Kurt E Augustine1, Rickey E Carter1, David R Holmes1, Cynthia H McCollough1.   

Abstract

PURPOSE: To determine if lower-dose computed tomographic (CT) scans obtained with adaptive image-based noise reduction (adaptive nonlocal means [ANLM]) or iterative reconstruction (sinogram-affirmed iterative reconstruction [SAFIRE]) result in reduced observer performance in the detection of malignant hepatic nodules and masses compared with routine-dose scans obtained with filtered back projection (FBP).
MATERIALS AND METHODS: This study was approved by the institutional review board and was compliant with HIPAA. Informed consent was obtained from patients for the retrospective use of medical records for research purposes. CT projection data from 33 abdominal and 27 liver or pancreas CT examinations were collected (median volume CT dose index, 13.8 and 24.0 mGy, respectively). Hepatic malignancy was defined by progression or regression or with histopathologic findings. Lower-dose data were created by using a validated noise insertion method (10.4 mGy for abdominal CT and 14.6 mGy for liver or pancreas CT) and images reconstructed with FBP, ANLM, and SAFIRE. Four readers evaluated routine-dose FBP images and all lower-dose images, circumscribing liver lesions and selecting diagnosis. The jackknife free-response receiver operating characteristic figure of merit (FOM) was calculated on a per-malignant nodule or per-mass basis. Noninferiority was defined by the lower limit of the 95% confidence interval (CI) of the difference between lower-dose and routine-dose FOMs being less than -0.10.
RESULTS: Twenty-nine patients had 62 malignant hepatic nodules and masses. Estimated FOM differences between lower-dose FBP and lower-dose ANLM versus routine-dose FBP were noninferior (difference: -0.041 [95% CI: -0.090, 0.009] and -0.003 [95% CI: -0.052, 0.047], respectively). In patients with dedicated liver scans, lower-dose ANLM images were noninferior (difference: +0.015 [95% CI: -0.077, 0.106]), whereas lower-dose FBP images were not (difference -0.049 [95% CI: -0.140, 0.043]). In 37 patients with SAFIRE reconstructions, the three lower-dose alternatives were found to be noninferior to the routine-dose FBP.
CONCLUSION: At moderate levels of dose reduction, lower-dose FBP images without ANLM or SAFIRE were noninferior to routine-dose images for abdominal CT but not for liver or pancreas CT. (©) RSNA, 2015

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Year:  2015        PMID: 26020436      PMCID: PMC4514571          DOI: 10.1148/radiol.2015141991

Source DB:  PubMed          Journal:  Radiology        ISSN: 0033-8419            Impact factor:   11.105


  38 in total

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3.  Abdominal CT: comparison of low-dose CT with adaptive statistical iterative reconstruction and routine-dose CT with filtered back projection in 53 patients.

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4.  Pilot study of detection, radiologist confidence and image quality with sinogram-affirmed iterative reconstruction at half-routine dose level.

Authors:  Joel G Fletcher; William R Krueger; David M Hough; James E Huprich; Jeff L Fidler; Jia Wang; Maria M Shiung; W Scott Harmsen; Katharine L Grant; Cynthia H McCollough
Journal:  J Comput Assist Tomogr       Date:  2013 Mar-Apr       Impact factor: 1.826

5.  Contrast-to-noise ratio and low-contrast object resolution on full- and low-dose MDCT: SAFIRE versus filtered back projection in a low-contrast object phantom and in the liver.

Authors:  Mark E Baker; Frank Dong; Andrew Primak; Nancy A Obuchowski; David Einstein; Namita Gandhi; Brian R Herts; Andrei Purysko; Erick Remer; Neil Vachhani; Neil Vachani
Journal:  AJR Am J Roentgenol       Date:  2012-07       Impact factor: 3.959

6.  Effect of reduced radiation exposure and iterative reconstruction on detection of low-contrast low-attenuation lesions in an anthropomorphic liver phantom: an 18-reader study.

Authors:  Ajit H Goenka; Brian R Herts; Nancy A Obuchowski; Andrew N Primak; Frank Dong; Wadih Karim; Mark E Baker
Journal:  Radiology       Date:  2014-03-10       Impact factor: 11.105

7.  Maximum likelihood analysis of free-response receiver operating characteristic (FROC) data.

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Review 10.  Liver transplantation for hepatocellular carcinoma.

Authors:  Vincenzo Mazzaferro; Yun Shin Chun; Ronnie T P Poon; Myron E Schwartz; Francis Y Yao; J Wallis Marsh; Sherrie Bhoori; Sung-Gyu Lee
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  26 in total

1.  Evaluation of a projection-domain lung nodule insertion technique in thoracic computed tomography.

Authors:  Chi Ma; Lifeng Yu; Baiyu Chen; Chi Wan Koo; Edwin A Takahashi; Joel G Fletcher; David L Levin; Ronald S Kuzo; Lyndsay D Viers; Stephanie A Vincent-Sheldon; Shuai Leng; Cynthia H McCollough
Journal:  J Med Imaging (Bellingham)       Date:  2017-03-31

2.  Impact of model-based iterative reconstruction on low-contrast lesion detection and image quality in abdominal CT: a 12-reader-based comparative phantom study with filtered back projection at different tube voltages.

Authors:  André Euler; Bram Stieltjes; Zsolt Szucs-Farkas; Reto Eichenberger; Clemens Reisinger; Anna Hirschmann; Caroline Zaehringer; Achim Kircher; Matthias Streif; Sabine Bucher; David Buergler; Luigia D'Errico; Sebastién Kopp; Markus Wilhelm; Sebastian T Schindera
Journal:  Eur Radiol       Date:  2017-04-03       Impact factor: 5.315

3.  Can Realistic Liver Tissue Surrogates Accurately Quantify the Impact of Reduced-kV Imaging on Attenuation and Contrast of Parenchyma and Lesions?

Authors:  Andre Euler; Justin Solomon; Paul F FitzGerald; Ehsan Samei; Rendon C Nelson
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5.  Use of a channelized Hotelling observer to assess CT image quality and optimize dose reduction for iteratively reconstructed images.

Authors:  Christopher P Favazza; Andrea Ferrero; Lifeng Yu; Shuai Leng; Kyle L McMillan; Cynthia H McCollough
Journal:  J Med Imaging (Bellingham)       Date:  2017-10-03

6.  Evaluation of Lower-Dose Spiral Head CT for Detection of Intracranial Findings Causing Neurologic Deficits.

Authors:  J G Fletcher; D R DeLone; A L Kotsenas; N G Campeau; V T Lehman; L Yu; S Leng; D R Holmes; P K Edwards; M P Johnson; G J Michalak; R E Carter; C H McCollough
Journal:  AJNR Am J Neuroradiol       Date:  2019-10-24       Impact factor: 3.825

7.  Prospective Evaluation of Reduced Dose Computed Tomography for the Detection of Low-Contrast Liver Lesions: Direct Comparison with Concurrent Standard Dose Imaging.

Authors:  B Dustin Pooler; Meghan G Lubner; David H Kim; Oliver T Chen; Ke Li; Guang-Hong Chen; Perry J Pickhardt
Journal:  Eur Radiol       Date:  2016-09-05       Impact factor: 5.315

8.  Evaluation of a projection-domain lung nodule insertion technique in thoracic CT.

Authors:  Chi Ma; Baiyu Chen; Chi Wan Koo; Edwin A Takahashi; Joel G Fletcher; Cynthia H McCollough; David L Levin; Ronald S Kuzo; Lyndsay D Viers; Stephanie A Vincent Sheldon; Shuai Leng; Lifeng Yu
Journal:  Proc SPIE Int Soc Opt Eng       Date:  2016-04-04

9.  Detection of Colorectal Hepatic Metastases Is Superior at Standard Radiation Dose CT versus Reduced Dose CT.

Authors:  Corey T Jensen; Nicolaus A Wagner-Bartak; Lan N Vu; Xinming Liu; Bharat Raval; David Martinez; Wei Wei; Yuan Cheng; Ehsan Samei; Shiva Gupta
Journal:  Radiology       Date:  2018-11-27       Impact factor: 11.105

10.  Influence of CT acquisition and reconstruction parameters on radiomic feature reproducibility.

Authors:  Abhishek Midya; Jayasree Chakraborty; Mithat Gönen; Richard K G Do; Amber L Simpson
Journal:  J Med Imaging (Bellingham)       Date:  2018-02-15
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