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1.
Clin Radiol ; 68(3): e154-63, 2013 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-23276388

RESUMO

AIM: To assess the diagnostic value of coronary dual-source computed tomography (DSCT) as a comprehensive, non-invasive tool in the preoperative cardiac evaluation of patients undergoing bariatric surgery. MATERIALS AND METHODS: Thirty consecutive obese [average body mass index (BMI): 45 ± 7.6, range: 35-59] patients (24 women; six men; median age: 52 ± 15 years) were enrolled in this institutional review board (IRB)-approved, Health Insurance Portability and Accountability Act of 1996 (HIPAA)-compliant prospective study. Calcium scoring (CaS) and electrocardiography (ECG)-gated images of the coronary arteries were obtained with a large body habitus protocol (120 kV; 430 mAs; 100 ml iodinated contrast medium at 7 ml/s injection rate) on a DSCT machine. Qualitative (four-point: 1 = excellent to 4 = not delineable) coronary segmental analysis, signal-to-noise ratio (SNR), and contrast-to-noise ratio (CNR) measurements were performed. The presence and degree of vascular disease (four-grade scale: mild to severe) was correlated with CaS and cardiovascular (CV) risk stratification blood tests. In patients with severe stenosis (>70%), findings were compared with cardiac nuclear medicine imaging (single photon-emission computed tomography; SPECT) imaging. RESULTS: The average HR, enhancement, and quality score were 64 ± 7 beats/min, 288 ± 66 HU and 1.8 ± .5, respectively. Ninety-three percent (417/450) of the coronary segments were rated diagnostic. The SNRs and CNRs were 17 ± 9 and 12 ± 7 for the right coronary artery; 17 ± 8 and 12 ± 7 for the left main coronary artery; 16 ± 9 and 11 ± 7 for the left anterior descending coronary artery; and 15 ± 7 and 10 ± 6 for the left circumflex coronary artery. Ten of the 30 patients (33%) demonstrated coronary artery disease (CAD) of which two (6%) showed three-vessel disease. Four (13%) patients showed severe disease: in three of which the presence of significant stenosis was confirmed by SPECT and by catheter angiography in the fourth patient. Neither the CaS, nor the CV risk stratification tests showed significant correlation with presence or degree of CAD (p > 0.05). CONCLUSIONS: Coronary DSCT is a robust alternative imaging tool in the preoperative assessment of patients undergoing bariatric surgery.


Assuntos
Cirurgia Bariátrica , Doenças Cardiovasculares/diagnóstico por imagem , Cuidados Pré-Operatórios , Tomografia Computadorizada por Raios X/métodos , Adulto , Idoso , Meios de Contraste , Eletrocardiografia , Feminino , Humanos , Iopamidol , Pessoa de Meia-Idade , Estudos Prospectivos , Doses de Radiação , Interpretação de Imagem Radiográfica Assistida por Computador , Fatores de Risco , Tomografia Computadorizada de Emissão de Fóton Único
2.
Clin Exp Rheumatol ; 28(5 Suppl 62): S26-35, 2010.
Artigo em Inglês | MEDLINE | ID: mdl-21050542

RESUMO

OBJECTIVES: To evaluate an improved quantitative lung fibrosis score based on a computer-aided diagnosis (CAD) system that classifies CT pixels with the visual semi-quantitative pulmonary fibrosis score in patients with scleroderma-related interstitial lung disease (SSc-ILD). METHODS: High-resolution, thin-section CT images were obtained and analysed on 129 subjects with SSc-ILD (36 men, 93 women; mean age 48.8±12.1 years) who underwent baseline CT in the prone position at full inspiration. The CAD system segmented each lung of each patient into 3 zones. A quantitative lung fibrosis (QLF) score was established via 5 steps: 1) images were denoised; 2) images were grid sampled; 3) the characteristics of grid intensities were converted into texture features; 4) texture features classified pixels as fibrotic or non-fibrotic, with fibrosis defined by a reticular pattern with architectural distortion; and 5) fibrotic pixels were reported as percentages. Quantitative scores were obtained from 709 zones with complete data and then compared with ordinal scores from two independent expert radiologists. ROC curve analyses were used to measure performance. RESULTS: When the two radiologists agreed that fibrosis affected more than 1% or 25% of a zone or zones, the areas under the ROC curves for QLF score were 0.86 and 0.96, respectively. CONCLUSIONS: Our technique exhibited good accuracy for detecting fibrosis at a threshold of both 1% (i.e. presence or absence of pulmonary fibrosis) and a clinically meaningful threshold of 25% extent of fibrosis in patients with SSc-ILD.


Assuntos
Diagnóstico por Computador , Doenças Pulmonares Intersticiais/diagnóstico , Fibrose Pulmonar/diagnóstico , Escleroderma Sistêmico/induzido quimicamente , Adulto , Idoso , Idoso de 80 Anos ou mais , Feminino , Humanos , Doenças Pulmonares Intersticiais/complicações , Masculino , Pessoa de Meia-Idade , Fibrose Pulmonar/classificação , Fibrose Pulmonar/complicações , Curva ROC , Radiografia Torácica , Reprodutibilidade dos Testes , Escleroderma Sistêmico/complicações , Adulto Jovem
3.
Eur Rev Med Pharmacol Sci ; 23(17): 7568-7572, 2019 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-31539148

RESUMO

OBJECTIVE: Our purpose was to compare quantitative CT-derived changes in lung fibrosis with pulmonary function, including DLCO, in human subjects with idiopathic pulmonary fibrosis who received an injection of one of two different intravenous doses of human bone-marrow-derived mesenchymal stem cells. PATIENTS AND METHODS: Two three-subject cohorts from the AETHER trial (Allogeneic Human Cells in subjects with Idiopathic Pulmonary Fibrosis via Intravenous Delivery) underwent high-resolution CT and clinical testing at baseline, 24 weeks, and 48 weeks after injection. Cohort 1 received 2x107 stem cells, and cohort 2 received 1x108 stem cells. CT scans were quantitatively analyzed for lung fibrosis using 510K cleared validated software. The percent predicted DLCO and other pulmonary function studies were obtained. RESULTS: The cohorts were well matched in lung fibrosis at baseline as assessed by CT scan and lung function. The mean QLF in cohort 1 increased from 13.1% at baseline to 17.1% at 48 weeks, while mean QLF in cohort 2 increased from 15.4% at baseline to 16.5% at 48 weeks. The subjects in cohort 2 progressed more slowly in whole lung fibrosis by a mean of 2.87% compared with cohort 1 (p=0.001 with adjustment of baseline covariates) during the baseline to the 48-week interval. The baseline DLCO was lower in cohort 2 than in cohort 1 (p<0.0001). Over 48 weeks of the study, cohort 2 subjects demonstrated a mean DLCO decline of only 2% compared with a decline of 17% in cohort 1 subjects (p=0.02). CONCLUSIONS: In this pilot study, the subjects receiving 1x108 stem cells demonstrated slower progression in quantitative lung fibrosis and a smaller decrease in DLCO than subjects receiving 2x107 stem cells.


Assuntos
Monóxido de Carbono/análise , Fibrose Pulmonar Idiopática/patologia , Transplante de Células-Tronco , Células-Tronco/citologia , Administração Intravenosa , Estudos de Coortes , Progressão da Doença , Humanos , Fibrose Pulmonar Idiopática/diagnóstico por imagem , Fibrose Pulmonar Idiopática/terapia , Pulmão/diagnóstico por imagem , Projetos Piloto , Testes de Função Respiratória , Células-Tronco/metabolismo , Tomografia Computadorizada por Raios X , Resultado do Tratamento , Capacidade Vital , Teste de Caminhada
4.
Med Phys ; 42(5): 2287-95, 2015 May.
Artigo em Inglês | MEDLINE | ID: mdl-25979023

RESUMO

PURPOSE: To investigate the efficacy of a new family of measurements made on individual pulmonary cysts extracted from computed tomography (CT) for assessing the severity of lymphangioleiomyomatosis (LAM). METHODS: CT images were analyzed using thresholding to identify a cystic region of interest from chest CT of LAM patients. Individual cysts were then extracted from the cystic region by the watershed algorithm, which separates individual cysts based on subtle edges within the cystic regions. A family of measurements were then computed, which quantify the amount, distribution, and boundary appearance of the cysts. Sequential floating feature selection was used to select a small subset of features for quantification of the severity of LAM. Adjusted R(2) from multiple linear regression and R(2) from linear regression against measurements from spirometry were used to compare the performance of our proposed measurements with currently used density based CT measurements in the literature, namely, the relative area measure and the D measure. RESULTS: Volumetric CT data, performed at total lung capacity and residual volume, from a total of 49 subjects enrolled in the MILES trial were used in our study. Our proposed measures had adjusted R(2) ranging from 0.42 to 0.59 when regressing against the spirometry measures, with p < 0.05. For previously used density based CT measurements in the literature, the best R(2) was 0.46 (for only one instance), with the majority being lower than 0.3 or p > 0.05. CONCLUSIONS: The proposed family of CT-based cyst measurements have better correlation with spirometric measures than previously used density based CT measurements. They show potential as a sensitive tool for quantitatively assessing the severity of LAM.


Assuntos
Cistos/diagnóstico por imagem , Neoplasias Pulmonares/diagnóstico por imagem , Pulmão/diagnóstico por imagem , Linfangioleiomiomatose/diagnóstico por imagem , Tomografia Computadorizada por Raios X/métodos , Algoritmos , Cistos/complicações , Cistos/fisiopatologia , Humanos , Modelos Lineares , Pulmão/fisiopatologia , Neoplasias Pulmonares/complicações , Neoplasias Pulmonares/fisiopatologia , Medidas de Volume Pulmonar , Linfangioleiomiomatose/complicações , Linfangioleiomiomatose/diagnóstico , Linfangioleiomiomatose/fisiopatologia , Índice de Gravidade de Doença , Espirometria
5.
J Am Med Inform Assoc ; 8(3): 242-53, 2001.
Artigo em Inglês | MEDLINE | ID: mdl-11320069

RESUMO

Prefetching methods have traditionally been used to restore archived images from picture archiving and communication systems to diagnostic imaging workstations prior to anticipated need, facilitating timely comparison of historical studies and patient management. The authors describe a problem-oriented prefetching scheme, detailing 1) a mechanism supporting selection of patients for prefetching via characterizations of clinical problems, using multiple data sources (picture archiving and communication systems, hospital information systems, and radiology information systems), classifying patients into cohorts on the basis of their medical conditions (e.g., lung cancer); and 2) prefetching of multimedia data (imaging, laboratory, and medical reports) from clinical databases to enable the viewing of an integrated patient record. Preliminary evaluation of the prefetching algorithm using classic information retrieval measures showed that the system had high recall (100 percent), correctly identifying and retrieving data for all patients belonging to a target cohort, but low precision (50 percent). A key finding during testing was that the recall of the system was increased through the use of multiple data sources (compared with one data source), because of better patient descriptors. Medical problems and patient cohorts were more specifically defined by combining information from heterogeneous databases.


Assuntos
Armazenamento e Recuperação da Informação/métodos , Sistemas Computadorizados de Registros Médicos/organização & administração , Sistemas de Informação em Radiologia/organização & administração , Algoritmos , Diagnóstico por Imagem , Sistemas de Informação Hospitalar/organização & administração , Multimídia , Integração de Sistemas , Interface Usuário-Computador
6.
Med Phys ; 26(6): 880-8, 1999 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-10436888

RESUMO

The purpose of this research is to characterize solitary pulmonary nodules as benign or malignant based on quantitative measures extracted from high resolution CT (HRCT) images. High resolution CT images of 31 patients with solitary pulmonary nodules and definitive diagnoses were obtained. The diagnoses of these 31 cases (14 benign and 17 malignant) were determined from either radiologic follow-up or pathological specimens. Software tools were developed to perform the classification task. On the HRCT images, solitary nodules were identified using semiautomated contouring techniques. From the resulting contours, several quantitative measures were extracted related to each nodule's size, shape, attenuation, distribution of attenuation, and texture. A stepwise discriminant analysis was performed to determine which combination of measures were best able to discriminate between the benign and malignant nodules. A linear discriminant analysis was then performed using selected features to evaluate the ability of these features to predict the classification for each nodule. A jackknifed procedure was performed to provide a less biased estimate of the linear discriminator's performance. The preliminary discriminant analysis identified two different texture measures--correlation and difference entropy--as the top features in discriminating between benign and malignant nodules. The linear discriminant analysis using these features correctly classified 28/31 cases (90.3%) of the training set. A less biased estimate, using jackknifed training and testing, yielded the same results (90.3% correct). The preliminary results of this approach are very promising in characterizing solitary nodules using quantitative measures extracted from HRCT images. Future work involves including contrast enhancement and three-dimensional measures extracted from volumetric CT scans, as well as the use of several pattern classifiers.


Assuntos
Neoplasias Pulmonares/diagnóstico por imagem , Tomografia Computadorizada por Raios X/métodos , Fenômenos Biofísicos , Biofísica , Diagnóstico por Computador , Análise Discriminante , Humanos , Reconhecimento Automatizado de Padrão
7.
Med Phys ; 27(3): 592-8, 2000 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-10757610

RESUMO

The assessment of differential left and right lung function is important for patients under consideration for lung resection procedures such as single lung transplantation. We developed an automated, knowledge-based segmentation algorithm for purposes of deriving functional information from dynamic computed tomography (CT) image data. Median lung attenuation (HU) and area measurements were automatically calculated for each lung from thoracic CT images acquired during a forced expiratory maneuver as indicators of the amount and rate of airflow. The accuracy of these derived measures from fully automated segmentation was validated against those from segmentation using manual editing by an expert observer. A total of 1313 axial images were analyzed from 49 patients. The images were segmented using our knowledge-based system that identifies the chest wall, mediastinum, trachea, large airways and lung parenchyma on CT images. The key components of the system are an anatomical model, an inference engine and image processing routines, and segmentation involves matching objects extracted from the image to anatomical objects described in the model. The segmentation results from all images were inspected by the expert observer. Manual editing was required to correct 183 (13.94%) of the images, and the sensitivity, specificity, and accuracy of the knowledge-based segmentation were greater than 98.55% in classifying pixels as lung or nonlung. There was no significant difference between median lung attenuation or area values from automated and edited segmentations (p > 0.70). Using the knowledge-based segmentation method we can automatically derive indirect quantitative measures of single lung function that cannot be obtained using conventional pulmonary function tests.


Assuntos
Processamento de Imagem Assistida por Computador/métodos , Pulmão/diagnóstico por imagem , Intensificação de Imagem Radiográfica/métodos , Radiografia Torácica/métodos , Tomografia Computadorizada por Raios X/métodos , Algoritmos , Asma/diagnóstico por imagem , Estudos de Casos e Controles , Enfisema/diagnóstico por imagem , Humanos , Pneumopatias Obstrutivas/diagnóstico por imagem , Transplante de Pulmão/diagnóstico por imagem , Medidas de Volume Pulmonar , Fatores de Tempo
8.
IEEE Trans Med Imaging ; 20(12): 1242-50, 2001 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-11811824

RESUMO

The purpose of this work is to develop patient-specific models for automatically detecting lung nodules in computed tomography (CT) images. It is motivated by significant developments in CT scanner technology and the burden that lung cancer screening and surveillance imposes on radiologists. We propose a new method that uses a patient's baseline image data to assist in the segmentation of subsequent images so that changes in size and/or shape of nodules can be measured automatically. The system uses a generic, a priori model to detect candidate nodules on the baseline scan of a previously unseen patient. A user then confirms or rejects nodule candidates to establish baseline results. For analysis of follow-up scans of that particular patient, a patient-specific model is derived from these baseline results. This model describes expected features (location, volume and shape) of previously segmented nodules so that the system can relocalize them automatically on follow-up. On the baseline scans of 17 subjects, a radiologist identified a total of 36 nodules, of which 31 (86%) were detected automatically by the system with an average of 11 false positives (FPs) per case. In follow-up scans 27 of the 31 nodules were still present and, using patient-specific models, 22 (81%) were correctly relocalized by the system. The system automatically detected 16 out of a possible 20 (80%) of new nodules on follow-up scans with ten FPs per case.


Assuntos
Neoplasias Pulmonares/diagnóstico por imagem , Modelos Biológicos , Interpretação de Imagem Radiográfica Assistida por Computador/métodos , Radiografia Torácica/métodos , Tomografia Computadorizada por Raios X/métodos , Automação , Reações Falso-Negativas , Seguimentos , Humanos , Estudos Retrospectivos , Sensibilidade e Especificidade
9.
IEEE Trans Med Imaging ; 16(6): 828-39, 1997 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-9533583

RESUMO

We present an automated, knowledge-based method for segmenting chest computed tomography (CT) datasets. Anatomical knowledge including expected volume, shape, relative position, and X-ray attenuation of organs provides feature constraints that guide the segmentation process. Knowledge is represented at a high level using an explicit anatomical model. The model is stored in a frame-based semantic network and anatomical variability is incorporated using fuzzy sets. A blackboard architecture permits the data representation and processing algorithms in the model domain to be independent of those in the image domain. Knowledge-constrained segmentation routines extract contiguous three-dimensional (3-D) sets of voxels, and their feature-space representations are posted on the blackboard. An inference engine uses fuzzy logic to match image to model objects based on the feature constraints. Strict separation of model and image domains allows for systematic extension of the knowledge base. In preliminary experiments, the method has been applied to a small number of thoracic CT datasets. Based on subjective visual assessment by experienced thoracic radiologists, basic anatomic structures such as the lungs, central tracheobronchial tree, chest wall, and mediastinum were successfully segmented. To demonstrate the extensibility of the system, knowledge was added to represent the more complex anatomy of lung lesions in contact with vessels or the chest wall. Visual inspection of these segmented lesions was also favorable. These preliminary results suggest that use of expert knowledge provides an increased level of automation compared with low-level segmentation techniques. Moreover, the knowledge-based approach may better discriminate between structures of similar attenuation and anatomic contiguity. Further validation is required.


Assuntos
Simulação por Computador , Processamento de Imagem Assistida por Computador/métodos , Intensificação de Imagem Radiográfica/métodos , Radiografia Torácica , Tomografia Computadorizada por Raios X , Humanos , Pulmão/diagnóstico por imagem , Neoplasias Pulmonares/diagnóstico por imagem , Enfisema Pulmonar/diagnóstico por imagem
10.
Acad Radiol ; 6(1): 40-8, 1999 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-9891151

RESUMO

PURPOSE: The purpose of the study was to determine if use of a correction function derived from a phantom with known calcium density reduces variation in coronary artery calcium scores measured with electron-beam computed tomography (CT) and to evaluate the influence of body girth, as measured by body mass index (BMI), on coronary artery calcium-score variability in a clinical screening cohort. MATERIALS AND METHODS: Two hundred fifty consecutive patients underwent two electron-beam CT examinations with a standardized phantom. Region-of-interest (ROI) measurements of the phantom were correlated with the patient BMI. In a subset of 28 patients with low but positive coronary artery calcium scores, ROI values of the phantom were used as a correction for signal attenuation. RESULTS: Patient BMI was not significantly correlated to signal attenuation. Application of a correction function resulted in a small but insignificant decrease in interscan coronary artery calcium-score variation. The interscan coronary artery calcium score variation was 24.5% +/- 23.9; it decreased to 24.3% +/- 21.6 with use of the 75 mg/cm3 portion of the phantom and to 22.2% +/- 21.4 with use of the 150 mg/cm3 portion of the phantom. CONCLUSION: The use of a coronary artery calcium phantom does not reduce interscan variation sufficiently to warrant regular clinical usage. Interscan variation in the coronary artery calcium score is not significantly influenced by patient BMI.


Assuntos
Cálcio/análise , Angiografia Coronária/métodos , Doença das Coronárias/diagnóstico por imagem , Processamento de Imagem Assistida por Computador/métodos , Tomografia Computadorizada por Raios X/métodos , Análise de Variância , Arteriosclerose/diagnóstico por imagem , Constituição Corporal , Índice de Massa Corporal , Calcinose/diagnóstico por imagem , Estudos de Coortes , Vasos Coronários/química , Feminino , Humanos , Masculino , Programas de Rastreamento , Obesidade/diagnóstico por imagem , Imagens de Fantasmas , Análise de Regressão
11.
Acad Radiol ; 5(7): 503-8, 1998 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-9653467

RESUMO

RATIONALE AND OBJECTIVES: The authors evaluated the sensitivity of electron-beam computed tomography (CT) in the detection of segmental and subsegmental pulmonary artery emboli in a porcine model. MATERIALS AND METHODS: Twenty-one segmental and subsegmental branch pulmonary arteries in five swine were selectively catheterized and embolized with gelatin sponge pledgets. The presence of emboli was confirmed by means of contrast material-enhanced angiography. Contrast-enhanced CT scans of the pulmonary arteries were then obtained with 3-mm collimation, 2-mm table travel between sections, and an imaging time of 100 msec per section. Contrast material was injected at a rate of 2-3 mL/sec, depending on the animal's weight, with a total dose of 60 mL for each scan. Cardiac-gated and nongated scans were obtained, but breath holding was not possible in these animals. RESULTS: Contrast-enhanced electron-beam CT scanning allowed correct prospective identification of 18 of 21 emboli in the segmental and subsegmental branches of the pulmonary arteries. The overall sensitivity was 86%. Cardiac gating subjectively improved image quality but did not result in greater sensitivity in the detection of emboli. The level of sensitivity was not affected by the use of breath holding. CONCLUSION: Contrast-enhanced electron-beam CT is a sensitive method for the detection of embolism in the segmental and subsegmental pulmonary arteries.


Assuntos
Artéria Pulmonar/diagnóstico por imagem , Embolia Pulmonar/diagnóstico por imagem , Tomografia Computadorizada por Raios X , Angiografia , Animais , Diagnóstico Diferencial , Modelos Animais de Doenças , Reprodutibilidade dos Testes , Sensibilidade e Especificidade , Suínos
12.
Acad Radiol ; 3(9): 735-41, 1996 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-8883514

RESUMO

RATIONALE AND OBJECTIVES: We quantified differences in the detection of simulated lung nodules on computed radiographs on the basis of variations in nodule size, local contrast, body habitus (global contrast), and exposure. METHODS: A step-wedge phantom was developed to simulate the attenuation ranges of the lung, retrocardiac, and subdiaphragmatic regions of the adult human chest. Additional Lucite wedges were used to simulate two different body thicknesses and to provide variable structural noise. Soft-tissue-equivalent nodules of 3-mm and 5-mm diameter that resulted in 10% differences in attenuation from lung equivalence were embedded in lung-equivalent material. By superimposing the sheets in various positions, 84 unique nodule configurations containing eight nodules per image were exposed on a computed radiography system. Computed radiographs were acquired at two different exposures approximating standard exposure and underexposure. For each resulting phantom image, seven observers scored the presence or absence of a nodule within individual cells of a 5 x 5 grid matrix. RESULTS: True-positive fractions for 3-mm-diameter nodules were very low across all conditions. True-positive fractions for 5-mm-diameter nodules varied from 0.23 to 0.98. Significant differences in the conspicuity of 5-mm nodules depended on differences in phantom thickness and differences in the locations of nodules within lung-, retrocardiac-, or subdiaphragmatic-equivalent regions. Accuracy in detecting nodules was significantly lower at lower exposures when nodules were located in the subdiaphragmatic-equivalent region. CONCLUSION: On computed radiographs, small nodules (5-mm diameter) can be reliably detected when they are located in areas of high or moderate surrounding local contrast, such as the lung or mediastinal regions. Detection of nodules decreases in regions of lower optical density corresponding to the subdiaphragmatic regions of the chest. The decrease in nodule detectability is greatest under conditions that simulate large body thickness and underexposure.


Assuntos
Nódulo Pulmonar Solitário/diagnóstico por imagem , Tomografia Computadorizada por Raios X , Adulto , Artefatos , Constituição Corporal , Diafragma , Desenho de Equipamento , Coração , Humanos , Metilmetacrilato , Metilmetacrilatos , Variações Dependentes do Observador , Óptica e Fotônica , Imagens de Fantasmas , Doses de Radiação , Intensificação de Imagem Radiográfica , Reprodutibilidade dos Testes , Sensibilidade e Especificidade , Nódulo Pulmonar Solitário/patologia , Tórax
13.
Acad Radiol ; 4(10): 666-73, 1997 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-9344288

RESUMO

RATIONALE AND OBJECTIVES: The aim of this study was to determine a more precise and accurate method of quantitating coronary artery calcium (CAC) detected with electron-beam computed tomography (CT) in patients with low CAC scores. MATERIALS AND METHODS: Two 40-section, 3-mm-collimation, electrocardiographically gated electron-beam CT examinations of the heart were performed in each patient. Fifty patients with average scores between 2 and 100, as determined with the conventional scoring algorithm, were selected. The modified conventional scoring algorithm was compared with two techniques: calculated calcium volume and approximated calcium mass. RESULTS: The percentage difference between scans ranged from 37.2% for the conventional scoring method to 28.2% and 28.4% for volume- and mass-based methods, respectively. Increasing lesion size thresholds does not improve quantitative precision and reduces accuracy in patients with small amounts of CAC. CONCLUSION: Quantification methods based on calcification volume or mass decrease score variation compared with the conventional scoring method, and increased size threshold does not improve accuracy.


Assuntos
Cálcio/análise , Doença da Artéria Coronariana/diagnóstico por imagem , Vasos Coronários/química , Microanálise por Sonda Eletrônica , Tomografia Computadorizada por Raios X , Adulto , Idoso , Doença da Artéria Coronariana/prevenção & controle , Microanálise por Sonda Eletrônica/instrumentação , Feminino , Humanos , Processamento de Imagem Assistida por Computador/instrumentação , Masculino , Programas de Rastreamento , Pessoa de Meia-Idade , Valores de Referência , Reprodutibilidade dos Testes , Tomografia Computadorizada por Raios X/instrumentação
14.
J Thorac Imaging ; 12(1): 29-37, 1997 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-8989756

RESUMO

The use of traditional pulmonary function tests (PFT) to assess airflow obstruction is limited by the fact that these measurements are global and can neither express the potential regional heterogeneity nor localize the distribution of airways involved. High-resolution computed tomography (HRCT) is an established technique for the detailed evaluation of the pulmonary parenchyma. The development of helical scanning techniques enables volume datasets to be acquired through regions of interest in a single breathhold. Acquired during different phases of suspended respiration or under different physiologic conditions, these image sets provide potential insights into the relationships between airway structure and function. Volumetric data in also amenable to advance image processing algorithms enabling more precise characterization of bronchial morphology. This review considers the challenge of assessing cardiopulmonary function due to the complexity of the heart and lungs. The considerable insights that have been gained about airway physiology in animal experimentation are discussed. Studies investigating the role of volume acquisition's Helical CT and Electron Beam CT techniques of evaluating functional small airways function in humans are reviewed in detail and potential methods for analysis of airflow obstruction and detection of airway reactivity are extensively considered.


Assuntos
Processamento de Imagem Assistida por Computador , Doenças Respiratórias/diagnóstico por imagem , Tomografia Computadorizada por Raios X/métodos , Animais , Humanos , Testes de Função Respiratória
15.
J Thorac Imaging ; 15(4): 218-29, 2000 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-11039610

RESUMO

Comprehensive cardiac assessment embraces virtually every imaging modality and includes information about coronary vascular anatomy as well as cardiac morphology, function, perfusion, metabolism, and tissue characterization. Through sophisticated computer processing and image analysis, newer imaging technologies such as computed tomography (CT), magnetic resonance (MR), MR spectroscopy, and positron emission tomography now provide quantitative information that may obviate more invasive angiographic assessment. Currently, no single imaging technology realizes all questions relating to cardiac form and function, and many of the technologies overlap in the content and quality of information they provide. This overview seeks to provide a broad perspective on current cardiac imaging, articulating the benefits of various technologies and their limitations.


Assuntos
Diagnóstico por Imagem , Cardiopatias/diagnóstico , Aorta/patologia , Aortografia , Angiografia Coronária , Vasos Coronários/patologia , Ecocardiografia , Doenças das Valvas Cardíacas/diagnóstico , Humanos , Imageamento por Ressonância Magnética , Espectroscopia de Ressonância Magnética , Tomografia Computadorizada de Emissão , Tomografia Computadorizada por Raios X
16.
J Thorac Imaging ; 16(3): 163-9, 2001 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-11428415

RESUMO

A retrospective medical record review was performed to study the differences in clinical risk profiles and the relationships between test results versus management for suspected pulmonary thromboembolism (TE) in patients undergoing either radionuclide ventilation perfusion (V/Q) scans or pulmonary computed tomographic angiography (CTA), as the initial test. Data of 138 consecutive V/Q patients were compared with that of 149 consecutive CTA patients during equivalent 6-month intervals before and after the introduction of CTA. Information on risk factors, signs and symptoms, all diagnostic test results, and the relationships between the test results and ultimate physician management were collected and analyzed. V/Q results predicted physician management in all patients with high probability scans and 91% with normal to low probability scans. There were 35 patients with indeterminate V/Q scans--43% of these patients were managed without any other diagnostic test. CTA results predicted management in all patients with positive studies and 99% of patients with negative studies. In contrast to the V/Q cohort, only seven CTA studies were inconclusive--additional diagnostic tests determined management in all but one case. Compared with V/Q, CTA has fewer indeterminate results, is more directly reflective of management, and reduces the number of patients managed with inconclusive data.


Assuntos
Angiografia/métodos , Embolia Pulmonar/diagnóstico por imagem , Tomografia Computadorizada por Raios X , Algoritmos , Humanos , Prontuários Médicos , Avaliação de Resultados em Cuidados de Saúde , Assistência ao Paciente , Embolia Pulmonar/patologia , Cintilografia/métodos , Fatores de Risco , Relação Ventilação-Perfusão
17.
Comput Med Imaging Graph ; 23(6): 339-48, 1999.
Artigo em Inglês | MEDLINE | ID: mdl-10634146

RESUMO

In this project, patients with a solitary pulmonary nodule, were imaged using high resolution computed tomography. Quantitative measures of texture were extracted from these images using co-occurrence matrices. These matrices were formed with different combinations of gray level quantization, distance between pixels and angles. The derived measures were input to a linear discriminant classifier to predict the classification (benign or malignant) of each nodule. Using a relative quantization scheme with eight levels, four features yielded an area under the ROC curve (Az) of 0.992; 93.8% (30/32) of cases were correctly classified when training and testing on the same cases; while 90.6% (29/32) were correctly classified when jackknifing was used.


Assuntos
Nódulo Pulmonar Solitário/diagnóstico por imagem , Tomografia Computadorizada por Raios X/métodos , Diagnóstico por Computador , Análise Discriminante , Humanos , Reconhecimento Automatizado de Padrão , Curva ROC , Software , Nódulo Pulmonar Solitário/classificação
18.
Br J Radiol ; 81(966): 450-5, 2008 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-18347027

RESUMO

The purpose of this study was to evaluate the feasibility and reliability of software-based quantification of left ventricular function using 64-slice CT coronary angiography. Data were collected from 26 subjects who underwent a 64-slice coronary CT angiography study. Two volumetric data sets at end diastole and end systole were reconstructed from each scan by means of retrospective electrocardiogram gating. Data sets were evaluated with a prototype of now commercially available software (Syngo Circulation I; Siemens Medical Solutions, Erlangen, Germany), which automatically segments the blood volume in the left ventricle after the user defines the mitral valve plane and any point within the ventricle. After segmentation of the blood pool in end systole and end diastole, the software automatically measures end systolic and end diastolic volume and calculates stroke volume and ejection fraction (EF). Two readers processed all CT data sets twice to assess for intra- and inter-observer variation. In addition, CT EF measurements were compared with those obtained by clinical echocardiography. Intra-observer variation for the calculated EF with CT were 13.6% and 15.6% for Readers 1 and 2, respectively. No significant difference in left ventricular functional parameters on CT existed between the readers (p > 0.05). A Bland-Altman plot revealed a slight mean difference between EF measurements on CT and echocardiography, with all differences falling within two standard deviations of the mean in the setting of wide limits of agreement. In conclusion, assessment of left ventricular EF from CT coronary data using the new analysis software is rapid and easy. The software is user-friendly and provides good reproducibility for EF measurements with CT.


Assuntos
Angiografia Coronária/métodos , Doença das Coronárias/diagnóstico por imagem , Software , Tomografia Computadorizada por Raios X/métodos , Adulto , Idoso , Ecocardiografia/normas , Estudos de Viabilidade , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Volume Sistólico/fisiologia , Disfunção Ventricular Esquerda/fisiopatologia
19.
Eur Respir J ; 27(2): 307-15, 2006 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-16452585

RESUMO

Quantitative image analysis of high-resolution computed tomography (HRCT) performed at residual volume, before and after methacholine, is a sensitive method of detecting small airways involvement in asthma and response to therapy targeted to the small airways. Since an oral anti-leukotriene reaches the small airways via the circulation, the present authors hypothesised that treatment with montelukast would lead to improved small airway patency. A double-blind crossover study compared the effect of montelukast versus placebo for 4 weeks in 16 mild-to-moderate steroid-naïve asthmatics. Small airways function was evaluated by HRCT at residual volume before and after methacholine to assess regional air-trapping and airways hyperresponsiveness, as well as by physiological studies of small airways. Montelukast treatment resulted in significantly less regional air-trapping on HRCT on the pre-methacholine images when compared with placebo, as well as improvement in total quality of life scores and symptom sub-scores. However, montelukast treatment had no effect on increases in regional air-trapping on HRCT in response to methacholine. No differences were noted in global measures of small airways physiology between placebo and montelukast. In conclusion, distal airways disease improves in asthmatic subjects treated with montelukast. This improvement can be detected with high-resolution computed tomography, but not with conventional physiological studies.


Assuntos
Acetatos/uso terapêutico , Antiasmáticos/uso terapêutico , Asma/tratamento farmacológico , Asma/fisiopatologia , Quinolinas/uso terapêutico , Tomografia Computadorizada por Raios X , Adolescente , Adulto , Idoso , Asma/diagnóstico por imagem , Estudos Cross-Over , Ciclopropanos , Método Duplo-Cego , Feminino , Humanos , Modelos Lineares , Masculino , Cloreto de Metacolina , Pessoa de Meia-Idade , Testes de Função Respiratória , Estatísticas não Paramétricas , Sulfetos , Resultado do Tratamento
20.
Thorax ; 43(12): 982-6, 1988 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-2853457

RESUMO

A randomised, double blind, placebo controlled trial of nedocromil sodium was undertaken to assess its corticosteroid sparing effect in 50 adults with asthma who had required an oral corticosteroid dose of (or equivalent to) at least 5 mg prednisolone a day continuously during the preceding year, in addition to inhaled beclomethasone dipropionate and bronchodilators. Patients having corticosteroids other than prednisolone were changed to prednisolone. A four week baseline period was followed by 20 weeks of inhaled nedocromil sodium (16 mg daily) or placebo. After four weeks of the treatment phase an attempt was made to reduce the oral prednisolone maintenance dose by 2.5 mg a fortnight until a dose of 5 mg daily was reached and thereafter by 1 mg a fortnight, provided that there was no significant clinical deterioration as judged by clinic assessments and daily diary cards. Of 50 patients recruited, 47 entered the treatment phase (age range 16-64 years), 24 receiving nedocromil sodium and 23 placebo. The total steroid reduction achieved was 2.5 mg in the nedocromil group and 3 mg in the placebo group, which did not differ significantly. There was no significant change in symptoms, lung function or inhaler use in either group during the study. The number of patient requiring short term upward adjustment of booster doses of oral prednisolone for exacerbations of asthma was similar in the two groups (26 with placebo, 28 with nedocromil). Thus nedocromil sodium does not appear to provide an oral corticosteroid sparing effect in chronic steroid dependent asthma.


Assuntos
Asma/tratamento farmacológico , Prednisolona/uso terapêutico , Quinolonas/uso terapêutico , Adolescente , Adulto , Ensaios Clínicos como Assunto , Método Duplo-Cego , Quimioterapia Combinada , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Nedocromil , Prednisolona/administração & dosagem , Quinolonas/administração & dosagem , Distribuição Aleatória
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