Literature DB >> 19673210

Quantitative CT of lung nodules: dependence of calibration on patient body size, anatomic region, and calibration nodule size for single- and dual-energy techniques.

Mitchell M Goodsitt1, Heang-Ping Chan, Ted W Way, Mathew J Schipper, Sandra C Larson, Emmanuel G Christodoulou.   

Abstract

Calcium concentration may be a useful feature for distinguishing benign from malignant lung nodules in computer-aided diagnosis. The calcium concentration can be estimated from the measured CT number of the nodule and a CT number vs calcium concentration calibration line that is derived from CT scans of two or more calcium reference standards. To account for CT number nonuniformity in the reconstruction field, such calibration lines may be obtained at multiple locations within lung regions in an anthropomorphic phantom. The authors performed a study to investigate the effects of patient body size, anatomic region, and calibration nodule size on the derived calibration lines at ten lung region positions using both single energy (SE) and dual energy (DE) CT techniques. Simulated spherical lung nodules of two concentrations (50 and 100 mg/cc CaCO3) were employed. Nodules of three different diameters (4.8, 9.5, and 16 mm) were scanned in a simulated thorax section representing the middle of the chest with large lung regions. The 4.8 and 9.5 mm nodules were also scanned in a section representing the upper chest with smaller lung regions. Fat rings were added to the peripheries of the phantoms to simulate larger patients. Scans were acquired on a GE-VCT scanner at 80, 120, and 140 kVp and were repeated three times for each condition. The average absolute CT number separations between the calibration lines were computed. In addition, under- or overestimates were determined when the calibration lines for one condition (e.g., small patient) were used to estimate the CaCO3 concentrations of nodules for a different condition (e.g., large patient). The authors demonstrated that, in general, DE is a more accurate method for estimating the calcium contents of lung nodules. The DE calibration lines within the lung field were less affected by patient body size, calibration nodule size, and nodule position than the SE calibration lines. Under- or overestimates in CaCO3 concentrations of nodules were also in general smaller in quantity with DE than with SE. However, because the slopes of the calibration lines for DE were about one-half the slopes for SE, the relative improvement in the concentration estimates for DE as compared to SE was about one-half the relative improvement in the separation between the calibration lines. Results in the middle of the chest thorax section with large lungs were nearly completely consistent with the above generalization. On the other hand, results in the upper-chest thorax section with smaller lungs and greater amounts of muscle and bone were mixed. A repeat of the entire study in the upper thorax section yielded similar mixed results. Most of the inconsistencies occurred for the 4.8 mm nodules and may be attributed to errors caused by beam hardening, volume averaging, and insufficient sampling. Targeted, higher resolution reconstructions of the smaller nodules, application of high atomic number filters to the high energy x-ray beam for improved spectral separation, and other future developments in DECT may alleviate these problems and further substantiate the superior accuracy of DECT in quantifying the calcium concentrations of lung nodules.

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Year:  2009        PMID: 19673210      PMCID: PMC2832040          DOI: 10.1118/1.3148536

Source DB:  PubMed          Journal:  Med Phys        ISSN: 0094-2405            Impact factor:   4.071


  9 in total

1.  Lung nodules: dual-kilovolt peak analysis with CT--multicenter study.

Authors:  S J Swensen; K Yamashita; C H McCollough; R W Viggiano; D E Midthun; E F Patz; J R Muhm; A L Weaver
Journal:  Radiology       Date:  2000-01       Impact factor: 11.105

Review 2.  Radiologic evaluation of the solitary pulmonary nodule.

Authors:  W R Webb
Journal:  AJR Am J Roentgenol       Date:  1990-04       Impact factor: 3.959

3.  CT densitometry of pulmonary nodules in a frozen human thorax.

Authors:  J G Im; G Gamsu; D Gordon; M G Stein; W R Webb; C E Cann; L T Niklason
Journal:  AJR Am J Roentgenol       Date:  1988-01       Impact factor: 3.959

4.  CT of the pulmonary nodule: a cooperative study.

Authors:  E A Zerhouni; F P Stitik; S S Siegelman; D P Naidich; S S Sagel; A V Proto; J R Muhm; J W Walsh; C R Martinez; R T Heelan
Journal:  Radiology       Date:  1986-08       Impact factor: 11.105

5.  Dual kV CT to detect calcification in solitary pulmonary nodule.

Authors:  M Bhalla; J A Shepard; K Nakamura; E A Kazerooni
Journal:  J Comput Assist Tomogr       Date:  1995 Jan-Feb       Impact factor: 1.826

6.  Quantification of calcium in solitary pulmonary nodules using single- and dual-energy CT.

Authors:  C E Cann; G Gamsu; F A Birnberg; W R Webb
Journal:  Radiology       Date:  1982-11       Impact factor: 11.105

7.  Accuracy of the CT numbers of simulated lung nodules imaged with multi-detector CT scanners.

Authors:  Mitchell M Goodsitt; Heang-Ping Chan; Ted W Way; Sandra C Larson; Emmanuel G Christodoulou; Jeomsoon Kim
Journal:  Med Phys       Date:  2006-08       Impact factor: 4.071

8.  CT demonstration of calcification in carcinoma of the lung.

Authors:  M C Mahoney; R T Shipley; H L Corcoran; B A Dickson
Journal:  AJR Am J Roentgenol       Date:  1990-02       Impact factor: 3.959

9.  The composition of bone marrow for a dual-energy quantitative computed tomography technique. A cadaver and computer simulation study.

Authors:  M M Goodsitt; P Hoover; M S Veldee; S L Hsueh
Journal:  Invest Radiol       Date:  1994-07       Impact factor: 6.016

  9 in total
  6 in total

Review 1.  Imaging techniques for tumour delineation and heterogeneity quantification of lung cancer: overview of current possibilities.

Authors:  Wouter van Elmpt; Catharina M L Zegers; Marco Das; Dirk De Ruysscher
Journal:  J Thorac Dis       Date:  2014-04       Impact factor: 2.895

2.  Inter- and intrascanner variability of pulmonary nodule volumetry on low-dose 64-row CT: an anthropomorphic phantom study.

Authors:  X Xie; M J Willemink; Y Zhao; P A de Jong; P M A van Ooijen; M Oudkerk; M J W Greuter; R Vliegenthart
Journal:  Br J Radiol       Date:  2013-07-24       Impact factor: 3.039

3.  Gemstone spectral imaging in lung cancer: A preliminary study.

Authors:  Yulin Jia; Xigang Xiao; Qiulian Sun; Huijie Jiang
Journal:  Medicine (Baltimore)       Date:  2018-07       Impact factor: 1.889

4.  A Novel Computer-Aided Diagnosis Scheme on Small Annotated Set: G2C-CAD.

Authors:  Guangyuan Zheng; Guanghui Han; Nouman Q Soomro; Linjuan Ma; Fuquan Zhang; Yanfeng Zhao; Xinming Zhao; Chunwu Zhou
Journal:  Biomed Res Int       Date:  2019-04-15       Impact factor: 3.411

5.  Can Spectral CT Imaging Improve the Differentiation between Malignant and Benign Solitary Pulmonary Nodules?

Authors:  Ying Zhang; Jiejun Cheng; Xiaolan Hua; Mingji Yu; Chengdong Xu; Feng Zhang; Jianrong Xu; Huawei Wu
Journal:  PLoS One       Date:  2016-02-03       Impact factor: 3.240

6.  Quantification of Lung Perfusion Blood Volume by Dual-Energy CT in Patients With and Without Chronic Obstructive Pulmonary Disease.

Authors:  H Koike; E Sueyoshi; I Sakamoto; M Uetani
Journal:  J Belg Soc Radiol       Date:  2015-09-15       Impact factor: 1.894

  6 in total

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