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1.
Radiologe ; 60(9): 791-801, 2020 Sep.
Article De | MEDLINE | ID: mdl-32621155

With its high detail of morphological changes in lung parenchyma and airways as well as the possibilities for three-dimensional reconstruction, computed tomography (CT) represents a solid tool for the diagnosis and follow-up in patients suffering from cystic fibrosis (CF). Guidelines for standardized CT image acquisition in CF patients are still missing. In the mostly younger CF patients, an important issue is the well-considered use of radiation in CT imaging. The use of intravenous contrast agent is mainly restricted to acute emergency diagnostics. Typical morphological findings in CF lung disease are bronchiectasis, mucus plugging, or signs of decreased ventilation (air trapping) which can be detected with CT even in early stages. Various scoring systems that have become established over time are used to grade disease severity and for structured follow-up, e.g., in clinical research studies. With the technical development of CT, a number of postprocessing software tools were developed to help clinical reporting and overcome interreader differences for a standardized quantification. As an imaging modality free of ionizing radiation, magnetic resonance imaging (MRI) is becoming increasingly important in the diagnosis and follow-up of CF patients and is already frequently a substitute for CT for long-term follow-up at numerous specialized centers.


Cystic Fibrosis , Lung , Tomography, X-Ray Computed , Contrast Media , Cystic Fibrosis/complications , Cystic Fibrosis/diagnostic imaging , Humans , Lung/diagnostic imaging , Magnetic Resonance Imaging
2.
Eur J Radiol ; 74(3): 473-8, 2010 Jun.
Article En | MEDLINE | ID: mdl-19376661

Systemic, interventional and surgical treatments have gone new ways in treatment of emphysema. For longitudinal therapy monitoring and as end-points for clinical trials, quantification of the disease is necessary. Sensitive, easy to measure, as well as stable and reproducible parameters have to be characterized. One parameter that might affect emphysema quantification is IV contrast enhancement, which might also be indicated. Whether or not the contrast enhanced scan is also suited for emphysema quantification or an additional scan is necessary, a retrospective analysis of 12 adult patients undergoing clinically indicated both, a non-enhanced and enhanced thin section MSCT within a week (median 0 days, range 0-4 days) was done. The in-house YACTA software was used for automatic quantification of lung and emphysema volume, emphysema index, mean lung density, and 5th, 10th, 15th percentile. After IV contrast administration, the median CT derived lung volume decreased mild by 1.1%, while median emphysema volume decreased by relevant 11%. This results in a decrease of median emphysema index by 9%. The median lung density (15th percentile) increased after contrast application by 18 HU (9 HU). CT quantification delivers emphysema values that are clearly affected by IV contrast application. The detected changes after contrast application show the results of higher density in the lung parenchyma. Therefore the amount of quantified emphysema is reduced and the lung density increased after contrast enhancement. In longitudinal analyses, non-enhanced scans should be the reference, while enhanced scans cannot be used.


Emphysema/diagnostic imaging , Iopamidol , Tomography, X-Ray Computed/methods , Contrast Media , Female , Humans , Male , Middle Aged , Reproducibility of Results , Sensitivity and Specificity
3.
Eur Radiol ; 19(10): 2391-402, 2009 Oct.
Article En | MEDLINE | ID: mdl-19458953

Characterisation and quantification of emphysema are necessary for planning of local treatment and monitoring. Sensitive, easy to measure, and stable parameters have to be established and their relation to the well-known pulmonary function testing (PFT) has to be investigated. A retrospective analysis of 221 nonenhanced thin-section MDCT with a corresponding PFT was carried out, with a subgroup analysis in 102 COPD stage III+IV, 44 COPD stage 0, and 33 investigations into interstitial lung disease (ILD). The in-house YACTA software was used for automatic quantification of lung and emphysema volume [l], emphysema index, mean lung density (MLD [HU]) and 15(th) percentile [HU]. CT-derived lung volume is significantly smaller in ILD (3.8) and larger in COPD (7.2) than in controls (5.9, p < 0.0001). Emphysema volume and index are significantly higher in COPD than in controls (3.2 vs. 0.5, p < 0.0001, 45% vs. 8%, p < 0.0001). MLD and 15(th) percentile are significantly smaller in COPD (-877/-985, p < 0.0001) and significantly higher in ILD (-777, p < 0.0006/-914, p < 0.0001) than in controls (-829/-935). A relevant amount of COPD patients apparently do not suffer from emphysema, while controls who do not fulfil PFT criteria for COPD also demonstrate CT features of emphysema. Automatic quantification of thin-section CT delivers convincing parameters and ranges that are able to differentiate among emphysema, control and ILD. An emphysema index of lower 20%, MLD higher than -850, and 15(th) percentile lower than -950 might be regarded as normal (thin-section, nonenhanced, B40, YACTA). These ranges might be helpful in the judgement of individual measures.


Artificial Intelligence , Information Storage and Retrieval/methods , Pattern Recognition, Automated/methods , Pulmonary Emphysema/diagnosis , Radiographic Image Interpretation, Computer-Assisted/methods , Respiratory Function Tests , Tomography, X-Ray Computed/methods , Adult , Aged , Aged, 80 and over , Algorithms , Female , Humans , Image Enhancement/methods , Male , Middle Aged , Reference Values , Reproducibility of Results , Sensitivity and Specificity
4.
Dtsch Med Wochenschr ; 134(11): 506-10, 2009 Mar.
Article De | MEDLINE | ID: mdl-19259905

BACKGROUND AND OBJECTIVE: After bronchoscopic lung-volume reduction (LVR) improvement in pulmonary function and exercising tolerance can be achieved in patients with severe heterogeneous lung emphysema. Feasibility and safety for one-way valve placement in homogeneous emphysema were evaluated. PATIENTS AND METHODS: Ten patients entered this prospective study. In all cases a homogeneous distribution was confirmed by computer analysis of the CT-scans. We performed unilateral LVR and occluded the lobe with the lowest perfusion, measured by nuclear scintigraphy. Endpoints of the study were changes in lung function test, quality of life and 6-minutes-walk-test (6-MWT) at day 30 and 90 and the safety of the procedure. RESULTS: Preoperative mean forced expiratory volume in 1 second (FEV1) was 0.93 l (range 0.55 - 1.35 l), mean residual volume was 5.23 l (3.55 - 8.24 l) and 6-MWT was 325 m ( 150 - 480 m). Improvement of dyspnoe and exercising tolerance was reported in 7 cases. No major changes in lung function were evident at days 30 and 90. A trend towards improvement was observed in 6-MWT (DeltaMW + 10.4 +/- 9.8 %). One pneumothorax was noticed, in one case the valves were removed after 90 days because of recurrent infections. CONCLUSIONS: This study shows that bronchoscopic LVR in patients with severe homogeneous emphysema is feasible and seems to be safe. In contrast to surgical LVR patients may have a cinical benefit by bronchoscopic treatment. Longtime follow -up and patient selection criteria have to be examined in larger trials.


Bronchi/surgery , Bronchoscopy/methods , Prostheses and Implants , Pulmonary Emphysema/surgery , Aged , Bronchoscopy/adverse effects , Dyspnea/etiology , Dyspnea/surgery , Exercise Test , Exercise Tolerance , Female , Forced Expiratory Volume , Humans , Lung/physiopathology , Lung/surgery , Lung Volume Measurements , Male , Middle Aged , Patient Satisfaction , Pilot Projects , Postoperative Complications/epidemiology , Prospective Studies , Quality of Life , Residual Volume , Respiratory Function Tests , Safety , Treatment Outcome
5.
IEEE Trans Med Imaging ; 27(1): 64-74, 2008 Jan.
Article En | MEDLINE | ID: mdl-18270063

The technology of multislice X-ray computed tomography (MSCT) provides volume data sets with approximately isotropic resolution, which permits a noninvasive 3-D measurement and quantification of airway geometry. In different diseases, like emphysema, chronic obstructive pulmonary disease (COPD), or cystic fribrosis, changes in lung parenchyma are associated with an increase in airway wall thickness. In this paper, we describe an objective measuring method of the airway geometry in the 3-D space. The limited spatial resolution of clinical CT scanners in comparison to thin structures like airway walls causes difficulties in the measurement of the density and the thickness of these structures. Initially, these difficulties will be addressed and then a new method is introduced to circumvent the problems. Therefore the wall thickness is approximated by an integral based closed-form solution, based on the volume conservation property of convolution. We evaluated the method with a phantom containing 10 silicone tubes and proved the repeatability in datasets of eight pigs scanned twice. Furthermore, a comparison of CT datasets of 16 smokers and 15 nonsmokers was done. Further medical studies are ongoing.


Algorithms , Bronchography/methods , Imaging, Three-Dimensional/methods , Lung/diagnostic imaging , Radiographic Image Enhancement/methods , Radiographic Image Interpretation, Computer-Assisted/methods , Tomography, X-Ray Computed/methods , Animals , Phantoms, Imaging , Reproducibility of Results , Sensitivity and Specificity , Swine , Tomography, X-Ray Computed/instrumentation
6.
Rofo ; 178(10): 987-98, 2006 Oct.
Article De | MEDLINE | ID: mdl-17021978

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, Volume, 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 and Volume 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 and Volume 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 and Pulmo (differences: Volume: 119 cm(3)/65 cm(3)/1 %/17 HU, Pulmo: 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.


Imaging, Three-Dimensional/methods , Pattern Recognition, Automated/methods , Pulmonary Emphysema/diagnostic imaging , Radiographic Image Enhancement/methods , Radiographic Image Interpretation, Computer-Assisted/methods , Software , Tomography, Spiral Computed/methods , Adolescent , Adult , Aged , Aged, 80 and over , Algorithms , Artificial Intelligence , Female , Humans , Information Storage and Retrieval/methods , Male , Middle Aged , Reproducibility of Results , Retrospective Studies , Sensitivity and Specificity , Severity of Illness Index , Software Validation
7.
Dentomaxillofac Radiol ; 34(4): 205-11, 2005 Jul.
Article En | MEDLINE | ID: mdl-15961593

OBJECTIVES: Presentation and validation of software developed for automated and accurate application of a reference-based algorithm (reference sphere method: RSM) inferring the effective imaging geometry from quantitative radiographic image analysis. METHODS: The software uses modern pattern recognition and computer vision algorithms adapted for the particular application of automated detection of the reference sphere shadows (ellipses) with subpixel accuracy. It applies the RSM algorithm to the shadows detected, thereby providing three-dimensional Cartesian coordinates of the spheres. If the three sphere centres do not lie on one line, they uniquely determine the imaging geometry. Accuracy of the computed coordinates is investigated in a set of 28 charge-coupled device (CCD)-based radiographs of two human mandible segments produced on an optical bench. Each specimen contained three reference spheres (two different radii r1=1.5 mm, r2=2.5 mm). True sphere coordinates were assessed with a manually operated calliper. Software accuracy was investigated for a weighted and unweighted algebraic ellipse-fitting algorithm. RESULTS: The critical depth- (z-) coordinates revealed mean absolute errors ranging between 1.1+/-0.7 mm (unweighted version; r=2.5 mm) and 1.4+/-1.4 mm (weighted version, r=2.5 mm), corresponding to mean relative errors between 5% and 6%. Outliers resulted from complete circular dense structure superimposition and one obviously deformed reference sphere. CONCLUSIONS: The software provides information fundamentally important for the image formation and geometric image registration, which is a crucial step for three-dimensional reconstruction from > or =2 two-dimensional views.


Image Processing, Computer-Assisted/methods , Radiography, Dental, Digital/methods , Software , Algorithms , Artificial Intelligence , Calibration , Humans , Image Processing, Computer-Assisted/statistics & numerical data , Imaging, Three-Dimensional/methods , Mandible/diagnostic imaging , Pattern Recognition, Automated , Software Design , Software Validation
8.
Rofo ; 176(10): 1409-15, 2004 Oct.
Article De | MEDLINE | ID: mdl-15383971

PURPOSE: Introduction of a novel software tool (YACTA -- yet another CT analyzer) for detection and quantification of pulmonary emphysema in thin-slice chest MDCT data sets. MATERIALS AND METHODS: Consisting of grey-level threshold-based algorithms (e. g., region-growing), expert rules and morphological image postprocessing YACTA segments the tracheobronchial tree prior to the detection and quantification of pulmonary emphysema. In addition to general parameters, such as the mean lung density (MLD) and the emphysema index (EI -- also described as pixel index PI), the previously described bullae index (BI) is transformed into a three-dimensional parameter for a morphological description of emphysema. A first evaluation of chest MDCT data sets of 11 patients was performed as well as a comparison of MLD, lung volume (LV), emphysema volume (EV) and PI calculated with two established commercial tools of Siemens Medical Solutions (Volume and Pulmo). Furthermore, the BI was calculated with YACTA. RESULTS: YACTA processed the image data without manual interaction and demonstrated more user-comfort than Volume and Pulmo software, which require manual correction especially for lung segmentation at the hilar regions to separate central airways from lung parenchyma. MLD, LV, and EV values calculated with YACTA were systematically higher (Pulmo: + 50 HU/+ 597 ml/+ 159 ml; Volume: + 32 HU/+ 110 ml/+ 155 ml). Different segmentation algorithms are responsible for this: YACTA includes areas not assessed by mere threshold-based techniques. Constantly lowered LV values of Pulmo are caused by a missing dilatation algorithm. The error correction as a special feature of YACTA results in increased emphysema volumes and indices. The segmentation of the tracheobronchial tree lowers the part of airways falsely classified as emphysema. CONCLUSION: The new developed software shows higher user comfort as established by semi-automated tools. RESULTS: of LV, EV, MLD and PI are comparable or moderately different. Automatic calculation of a BI is possible, providing information about bullous morphology of pulmonary emphysema. Further studies are necessary to correlate data with clinical or pathological parameters.


Lung/diagnostic imaging , Pulmonary Emphysema/diagnostic imaging , Tomography, X-Ray Computed/methods , Adult , Aged , Aged, 80 and over , Algorithms , Bronchography/methods , Humans , Middle Aged , Models, Theoretical , Radiography, Thoracic , Software
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