Quantification of pulmonary emphysema in multislice-CT using different software tools

被引:23
作者
Heussel, C. P.
Achenbach, T.
Buschsieweke, C.
Kuhnigk, J.
Weinheimer, O.
Hammer, G.
Dueber, C.
Kauczor, H. -U.
机构
[1] Thoraxclin, D-69126 Heidelberg, Germany
[2] Univ Mainz Klinikum, Klin & Poliklin Diagnost & Intervent Radiol, Mainz, Germany
[3] Johannes Gutenberg Univ Mainz, IMBEI, D-6500 Mainz, Germany
[4] Deutsch Krebsforschungszentrum, Abt Radiol, D-6900 Heidelberg, Germany
来源
ROFO-FORTSCHRITTE AUF DEM GEBIET DER RONTGENSTRAHLEN UND DER BILDGEBENDEN VERFAHREN | 2006年 / 178卷 / 10期
关键词
technical aspects; tracheobronchial tree; thorax; tissue characterization; CT quantitative; CT high resolution;
D O I
10.1055/s-2006-926823
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 [临床医学]; 100207 [影像医学与核医学]; 1009 [特种医学];
摘要
Purpose: The data records of thin-section MSCT of the lung with approx. 300 images are difficult to use in manual evaluation. A computer-assisted pre-diagnosis can help with reporting. Furthermore, post-processing techniques, for instance, for quantification of emphysema on the basis of three-dimensional anatomical information might be improved and the workflow might be further automated. Materials and Methods: The results of 4 programs (Pulmo (R), Volume (R), YACTA and PulmoFUNC) for the quantitative analysis of emphysema (lung and emphysema volume, mean lung density and emphysema index) of 30 consecutive thin-section MSCT datasets with different emphysema severity levels were compared. The classification result of the YACTA program for different types of emphysema was also analyzed. Results: Pulmo (R) and Volume (R) have a median operating time of 105 and 59 minutes respectively due to the necessity for extensive manual correction of the lung segmentation. The programs PulmoFUNC and YACTA, which are automated to a large extent, have a median runtime of 26 and 16 minutes, respectively. The evaluation with Pulmo (R) and Volume (R) using 2 different datasets resulted in implausible values. PulmoFUNC crashed with 2 other datasets in a reproducible manner. Only with YACTA could all graphic datasets be evaluated. The lung volume, emphysema volume, emphysema index and mean lung density determined by YACTA and PulmoFUNC are significantly larger than the corresponding values of Volume (R) and Pulmo (R) (differences: Volume (R): 119 cm(3)/65 cm(3)/1%/17 HU, Pulmo (R): 60 cm(3)/96 cm(3)/1%/37 HU). Classification of the emphysema type was in agreement with that of the radiologist in 26 panlobular cases, in 22 paraseptalen cases and in 15 centrilobular emphysema cases. Conclusion: The substantial expenditure of time obstructs the employment of quantitative emphysema analysis in the clinical routine. The results of YACTA and PulmoFUNC are affected by the dedicated exclusion of the tracheobronchial system. These fully automatic tools enable not only fast quantification without manual interaction, but also a reproducible measurement without user dependence.
引用
收藏
页码:987 / 998
页数:12
相关论文
共 32 条
[1]
Does HRCT-emphysema index represent the entire lung? [J].
Achenbach, T ;
Buschsieweke, C ;
Gerhards, A ;
Gast, K ;
Heussel, CP ;
Thelen, M .
ROFO-FORTSCHRITTE AUF DEM GEBIET DER RONTGENSTRAHLEN UND DER BILDGEBENDEN VERFAHREN, 2005, 177 (05) :655-659
[2]
Fully automatic detection and quantification of emphysema on thin section MD-CT of the chest by a new and dedicated software [J].
Achenbach, T ;
Weinheimer, O ;
Buschsieweke, C ;
Heussel, CP ;
Thelen, M ;
Kauczor, HU .
ROFO-FORTSCHRITTE AUF DEM GEBIET DER RONTGENSTRAHLEN UND DER BILDGEBENDEN VERFAHREN, 2004, 176 (10) :1409-1415
[3]
Computer aided diagnosis in chest radiology - Current topics and techniques [J].
Achenbach, T ;
Vomweg, T ;
Heussel, CP ;
Thelen, M ;
Kauczor, HU .
ROFO-FORTSCHRITTE AUF DEM GEBIET DER RONTGENSTRAHLEN UND DER BILDGEBENDEN VERFAHREN, 2003, 175 (11) :1471-1481
[4]
Variability in densitometric assessment of pulmonary emphysema with computed tomography [J].
Bakker, ME ;
Stolk, J ;
Putter, H ;
Shaker, SB ;
Parr, DG ;
Piitulainen, E ;
Russi, EW ;
Dirksen, A ;
Stockley, RA ;
Reiber, JHC ;
Stoel, BC .
INVESTIGATIVE RADIOLOGY, 2005, 40 (12) :777-783
[5]
Bankier Alexander A, 2002, Crit Rev Comput Tomogr, V43, P399
[6]
Automated CT image evaluation of the lung:: A morphology-based concept [J].
Blechschmidt, RA ;
Werthschützky, R ;
Lörcher, U .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2001, 20 (05) :434-442
[7]
Knowledge-based segmentation of thoracic computed tomography images for assessment of split lung function [J].
Brown, MS ;
Goldin, JG ;
McNitt-Gray, MF ;
Greaser, LE ;
Sapra, A ;
Li, KT ;
Sayre, JW ;
Martin, K ;
Aberle, DR .
MEDICAL PHYSICS, 2000, 27 (03) :592-598
[8]
Cederlund K, 2002, ACTA RADIOL, V43, P48
[9]
Roflumilast: A selective phosphodiesterase 4 inhibitor [J].
Christie, P .
DRUGS OF TODAY, 2005, 41 (10) :667-675
[10]
A quantification of the lung surface area in emphysema using computed tomography [J].
Coxson, HO ;
Rogers, RM ;
Whittall, KP ;
D'Yachkova, Y ;
Paré, PD ;
Sciurba, FC ;
Hogg, JC .
AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 1999, 159 (03) :851-856