Accuracy of automatic airway morphometry in computed tomography-Correlation of radiological-pathological findings

被引:16
作者
Achenbach, Tobias [1 ]
Weinheimer, Oliver [1 ]
Brochhausen, Christoph [2 ]
Hollemann, David [2 ]
Baumbach, Bastian [1 ]
Scholz, Alexander [3 ]
Dueber, Christoph [1 ]
机构
[1] Johannes Gutenberg Univ Mainz, Dept Diagnost & Intervent Radiol, Univ Med Ctr, D-55131 Mainz, Germany
[2] Johannes Gutenberg Univ Mainz, Inst Pathol, Univ Med Ctr, D-55131 Mainz, Germany
[3] Johannes Gutenberg Univ Mainz, Dept Anesthesiol, Univ Med Ctr, D-55131 Mainz, Germany
关键词
Computed tomography; Airway morphology; Computer assisted diagnosis; Histology; Correlation; HALF-MAXIMUM METHOD; HIGH-RESOLUTION CT; THIN-SECTION CT; SEMIAUTOMATIC MEASUREMENT; QUANTITATIVE ASSESSMENT; WALL THICKNESS; LUNG; DIMENSIONS; EMPHYSEMA; FIXATION;
D O I
10.1016/j.ejrad.2010.09.012
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
100231 [临床病理学]; 100902 [航空航天医学];
摘要
Objectives: Airway morphology shows characteristic changes in different pathologies. This study assesses the accuracy of a current automatic airway assessment technique by correlating CT images of porcine airways to histological slices of the same localization. Materials and methods: Four isolated and ventilated porcine lungs were frozen in a liquid nitrogen bath and examined with a CT scanner (MDCT). This technique both preserved normal radiomorphological appearance and made it possible to slice the specimens for histological examination for subsequent correlation. The parameters wall thickness (WT), wall percentage (WP), and total diameter (TD) were assessed by computer-aided measurement of the MDCT images using an integral-based method (IBM) and by manually measuring the histological slices with an electronic caliper. Results: The radiological-pathological correlation could be performed for 16 localizations. Mean relative errors for WT, WP, and TD were 11%, 5.6%, and 8.5%, respectively. Correlation was very high with coefficients r of 0.951 for WT, 0.916 for WP, and 0.987 for TD. Conclusions: Our results are comparable to previously described errors in phantom correlations but are the first proof of ex vivo feasibility. Thus, by applying this freezing technique to MDCT data of diseased, explanted lungs and by combination with the IBM, further experiments can be performed to explore the effects of airway pathology on radiological morphology. (C) 2010 Elsevier Ireland Ltd. All rights reserved.
引用
收藏
页码:183 / 188
页数:6
相关论文
共 26 条
[1]
Influence of Pixel Size on Quantification of Airway Wall Thickness in Computed Tomography [J].
Achenbach, Tobias ;
Weinheimer, Oliver ;
Dueber, Christoph ;
Heussel, Claus Peter .
JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY, 2009, 33 (05) :725-730
[2]
Quantitative assessment of carotid plaque composition using multicontrast MRI and registered histology [J].
Clarke, SE ;
Hammond, RR ;
Mitchell, JR ;
Rutt, BK .
MAGNETIC RESONANCE IN MEDICINE, 2003, 50 (06) :1199-1208
[3]
Measurement of thickness and density of thin structures by computed tomography: A simulation study [J].
Dougherty, G ;
Newman, D .
MEDICAL PHYSICS, 1999, 26 (07) :1341-1348
[4]
Slice-to-volume registration and its potential application to interventional MRI-guided radio-frequency thermal ablation of prostate cancer [J].
Fei, BW ;
Duerk, JL ;
Boll, DT ;
Lewin, JS ;
Wilson, DL .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2003, 22 (04) :515-525
[5]
Quantitative computed tomography: emphysema and airway wall thickness by sex, age and smoking [J].
Grydeland, T. B. ;
Dirksen, A. ;
Coxson, H. O. ;
Pillai, S. G. ;
Sharma, S. ;
Eide, G. E. ;
Gulsvik, A. ;
Bakke, P. S. .
EUROPEAN RESPIRATORY JOURNAL, 2009, 34 (04) :858-865
[6]
Relationship between improved airflow limitation and changes in airway calibre induced by inhaled anticholinergic agents in COPD [J].
Hasegawa, M. ;
Makita, H. ;
Nasuhara, Y. ;
Odajima, N. ;
Nagai, K. ;
Ito, Y. ;
Betsuyaku, T. ;
Nishimura, M. .
THORAX, 2009, 64 (04) :332-338
[7]
Semi-automatic measurement of the airway dimension by computed tomography using the full-width-half-maximum method: a study on the measurement accuracy according to the CT parameters and size of the airway [J].
Kim, Namkug ;
Seo, Joon Beom ;
Song, Koun-Sik ;
Chae, Eun Jin ;
Kang, Suk-Ho .
KOREAN JOURNAL OF RADIOLOGY, 2008, 9 (03) :226-235
[8]
Semi-automatic measurement of the airway dimension by computed tomography using the full-with-half-maximum method: a study of the measurement accuracy according to the measurement accuracy according to the orientation of an artificial airway [J].
Kim, Namkug ;
Seo, Joon Beom ;
Song, Koun-Sik ;
Chae, Eun Jin ;
Kang, Suk-Ho .
KOREAN JOURNAL OF RADIOLOGY, 2008, 9 (03) :236-242
[9]
An analysis algorithm for measuring airway lumen and wall areas from high-resolution computed tomographic data [J].
King, GG ;
Müller, NL ;
Whittall, KP ;
Xiang, QS ;
Paré, PD .
AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2000, 161 (02) :574-580
[10]
Assessment of airways with three-dimensional quantitative thin-section CT: In vitro and in vivo validation [J].
Montaudon, Michel ;
Berger, Patrick ;
de Dietrich, Gabriel ;
Braquelaire, Achille ;
Marthan, Roger ;
Tunon-de-Lara, Jose Manuel ;
Laurent, Francois .
RADIOLOGY, 2007, 242 (02) :563-572