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1.
Clin Radiol ; 78(5): e368-e376, 2023 05.
Article in English | MEDLINE | ID: mdl-36863883

ABSTRACT

AIM: To evaluate primary and secondary pathologies of interest using an artificial intelligence (AI) platform, AI-Rad Companion, on low-dose computed tomography (CT) series from integrated positron-emission tomography (PET)/CT to detect CT findings that might be overlooked. MATERIALS AND METHODS: One hundred and eighty-nine sequential patients who had undergone PET/CT were included. Images were evaluated using an ensemble of convolutional neural networks (AI-Rad Companion, Siemens Healthineers, Erlangen, Germany). The primary outcome was detection of pulmonary nodules for which the accuracy, identity, and intra-rater reliability was calculated. For secondary outcomes (binary detection of coronary artery calcium, aortic ectasia, vertebral height loss), accuracy and diagnostic performance were calculated. RESULTS: The overall per-nodule accuracy for detection of lung nodules was 0.847. The overall sensitivity and specificity for detection of lung nodules was 0.915 and 0.781. The overall per-patient accuracy for AI detection of coronary artery calcium, aortic ectasia, and vertebral height loss was 0.979, 0.966, and 0.840, respectively. The sensitivity and specificity for coronary artery calcium was 0.989 and 0.969. The sensitivity and specificity for aortic ectasia was 0.806 and 1. CONCLUSION: The neural network ensemble accurately assessed the number of pulmonary nodules and presence of coronary artery calcium and aortic ectasia on low-dose CT series of PET/CT. The neural network was highly specific for the diagnosis of vertebral height loss, but not sensitive. The use of the AI ensemble can help radiologists and nuclear medicine physicians to catch CT findings that might be overlooked.


Subject(s)
Lung Neoplasms , Multiple Pulmonary Nodules , Solitary Pulmonary Nodule , Humans , Positron Emission Tomography Computed Tomography/methods , Artificial Intelligence , Lung Neoplasms/diagnostic imaging , Lung Neoplasms/pathology , Calcium , Reproducibility of Results , Dilatation, Pathologic , Incidental Findings , Multiple Pulmonary Nodules/pathology , Neural Networks, Computer , Solitary Pulmonary Nodule/diagnostic imaging , Solitary Pulmonary Nodule/pathology
2.
Herz ; 48(1): 39-47, 2023 Feb.
Article in German | MEDLINE | ID: mdl-35244729

ABSTRACT

Computed tomography coronary angiography (cCTA) is a safe option for the noninvasive exclusion of significant coronary stenoses in patients with a low or moderate pretest probability for coronary artery disease (CAD). Furthermore, it also allows functional and morphological assessment of coronary stenoses. The European Society of Cardiology (ESC) guidelines on the diagnosis and management of chronic coronary syndrome published in 2019 have strengthened the importance of cCTA in this context and for this reason it has experienced a considerable upgrade. The determination of the Agatston score is a clinically established method for quantifying coronary calcification and influences the initiation of drug treatment. With technologies, such as the introduction of electrocardiography (ECG)-controlled dose modulation and iterative image reconstruction, cCTA can be performed with high image quality and low radiation exposure. Anatomic imaging of coronary stenoses alone is currently being augmented by innovative techniques, such as myocardial CT perfusion imaging or CT-fractional flow reserve (FFR) but the clinical value of these methods merits further investigation. The cCTA could therefore develop into a gatekeeper with respect to the indications for invasive coronary diagnostics and interventions.


Subject(s)
Coronary Artery Disease , Coronary Stenosis , Fractional Flow Reserve, Myocardial , Humans , Coronary Artery Disease/diagnostic imaging , Coronary Angiography/methods , Predictive Value of Tests , Tomography, X-Ray Computed/methods , Coronary Stenosis/diagnosis , Computed Tomography Angiography
3.
AJNR Am J Neuroradiol ; 41(3): 373-379, 2020 03.
Article in English | MEDLINE | ID: mdl-32165361

ABSTRACT

Intracranial aneurysms with subarachnoid hemorrhage lead to high morbidity and mortality. It is of critical importance to detect aneurysms, identify risk factors of rupture, and predict treatment response of aneurysms to guide clinical interventions. Artificial intelligence has received worldwide attention for its impressive performance in image-based tasks. Artificial intelligence serves as an adjunct to physicians in a series of clinical settings, which substantially improves diagnostic accuracy while reducing physicians' workload. Computer-assisted diagnosis systems of aneurysms based on MRA and CTA using deep learning have been evaluated, and excellent performances have been reported. Artificial intelligence has also been used in automated morphologic calculation, rupture risk stratification, and outcomes prediction with the implementation of machine learning methods, which have exhibited incremental value. This review summarizes current advances of artificial intelligence in the management of aneurysms, including detection and prediction. The challenges and future directions of clinical implementations of artificial intelligence are briefly discussed.


Subject(s)
Artificial Intelligence , Diagnosis, Computer-Assisted/methods , Intracranial Aneurysm/diagnosis , Artificial Intelligence/trends , Diagnosis, Computer-Assisted/trends , Humans
4.
Clin Radiol ; 75(5): 395.e17-395.e24, 2020 05.
Article in English | MEDLINE | ID: mdl-31924327

ABSTRACT

AIM: To compare the uniformity and image quality between contrast media injection protocols adjusted for patient body weight (BW) versus body surface area (BSA) during coronary computed tomography (CT) angiography (CCTA). MATERIALS AND METHODS: Consecutive patients (n=489) with suspected coronary artery disease were randomised prospectively to one of two CCTA protocols. In the BW protocol (n=245), patients received individualised iodine delivery rates (≤50 kg: 1 g/s; 51-60 kg: 1.2 g/s; 61-70 kg: 1.4 g/s; 71-80 kg: 1.6 g/s; 81-90 kg: 1.8 g/s; 91-100 kg: 2 g/s; >100 kg: 2.2 g/s). In the BSA protocol (n=244), patients received 9,600 mg iodine/m2 of contrast medium over 12 seconds. Attenuation and image noise were measured. Signal-to-noise ratio and contrast-to-noise ratio were calculated. Image quality was scored. Attenuation was assessed for correlation with BW and BSA using linear regression. RESULTS: There were no statistically significant differences in mean arterial attenuation (396.8±47.6 versus 395.8±42.2 HU, p=0.804; 95% confidence interval: -7 to 9), image noise (25.2±5.8 versus 25.5±5.4 HU; p=0.549), signal-to-noise ratio (16.7±4.4 versus 16.6±3.6; p=0.902), contrast-to-noise ratio (25.1±5.8 versus 25.8±7.4; p=0.258) or image quality scores (4.1±0.9 versus 4±0.9; p=0.770) between the BW and BSA protocols. There was no correlation between BW and aortic attenuation or between BSA and aortic attenuation (p=0.324 and 0.932, respectively). CONCLUSION: The average contrast media attenuation and image quality was comparable between BW-adjusted protocol and BSA-adjusted protocol.


Subject(s)
Body Surface Area , Body Weight , Computed Tomography Angiography , Contrast Media/administration & dosage , Coronary Angiography , Adult , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged , Prospective Studies , Signal-To-Noise Ratio
5.
J Cardiovasc Comput Tomogr ; 13(3): 26-33, 2019.
Article in English | MEDLINE | ID: mdl-30796003

ABSTRACT

OBJECTIVES: The purpose of this study was to analyze the prognostic value of dynamic CT perfusion imaging (CTP) and CT derived fractional flow reserve (CT-FFR) for major adverse cardiac events (MACE). METHODS: 81 patients from 4 institutions underwent coronary computed tomography angiography (CCTA) with dynamic CTP imaging and CT-FFR analysis. Patients were followed-up at 6, 12, and 18 months after imaging. MACE were defined as cardiac death, nonfatal myocardial infarction, unstable angina requiring hospitalization, or revascularization. CT-FFR was computed for each major coronary artery using an artificial intelligence-based application. CTP studies were analyzed per vessel territory using an index myocardial blood flow, the ratio between territory and global MBF. The prognostic value of CCTA, CT-FFR, and CTP was investigated with a univariate and multivariate Cox proportional hazards regression model. RESULTS: 243 vessels in 81 patients were interrogated by CCTA with CT-FFR and 243 vessel territories (1296 segments) were evaluated with dynamic CTP imaging. Of the 81 patients, 25 (31%) experienced MACE during follow-up. In univariate analysis, a positive index-MBF resulted in the largest risk for MACE (HR 11.4) compared to CCTA (HR 2.6) and CT-FFR (HR 4.6). In multivariate analysis, including clinical factors, CCTA, CT-FFR, and index-MBF, only index-MBF significantly contributed to the risk of MACE (HR 10.1), unlike CCTA (HR 1.2) and CT-FFR (HR 2.2). CONCLUSION: Our study provides initial evidence that dynamic CTP alone has the highest prognostic value for MACE compared to CCTA and CT-FFR individually or a combination of the three, independent of clinical risk factors.


Subject(s)
Computed Tomography Angiography/methods , Coronary Angiography/methods , Coronary Artery Disease/diagnostic imaging , Coronary Vessels/diagnostic imaging , Fractional Flow Reserve, Myocardial , Myocardial Perfusion Imaging/methods , Aged , Artificial Intelligence , Asia , Coronary Artery Disease/mortality , Coronary Artery Disease/physiopathology , Coronary Artery Disease/therapy , Coronary Vessels/physiopathology , Europe , Female , Humans , Male , Middle Aged , Predictive Value of Tests , Prognosis , Prospective Studies , Radiographic Image Interpretation, Computer-Assisted , Registries , Risk Assessment , Risk Factors , United States
6.
Eur J Radiol ; 86: 20-25, 2017 Jan.
Article in English | MEDLINE | ID: mdl-28027748

ABSTRACT

PURPOSE: To evaluate the impact of controlled aliasing in parallel imaging results in higher acceleration (CAIPIRINHA) volume interpolated breath-hold examination (VIBE) magnetic resonance imaging (MRI) technique on image quality, reader confidence, and inter-observer agreement for the assessment of focal liver lesions in comparison with the standard VIBE approach. MATERIAL AND METHODS: In this IRB-approved intra-individual comparison study, abdominal arterial and portal-venous contrast-enhanced MRI studies were retrospectively analyzed in 38 patients with malignant liver lesions. Each patient underwent both CAIPIRINHA and conventional VIBE 3T MRI within 3 months, showing stable disease. Images were evaluated using 5-point rating scales by two blinded radiologists with more than 20 and 5 years of experience in MRI, respectively. Readers scored dignity of liver lesions and assessed which liver segments were affected by malignancy (ranging from 1=definitely benign/not affected to 5=definitely malignant/affected by malignancy). Readers also rated overall image quality, sharpness of intrahepatic veins, and diagnostic confidence (ranging from 1=poor to 5=excellent). RESULTS: Reviewers achieved a higher inter-observer reliability using CAIPIRINHA when they reported which liver segments were affected by malignancy compared to traditional VIBE series (κ=0.62 and 0.54, respectively, p<0.05). Similarly, CAIPIRINHA showed a slightly higher inter-rater agreement for the dignity of focal liver lesions versus the standard VIBE images (κ=0.50 and 0.49, respectively, p<0.05). CAIPIRINHA series also scored higher in comparison to standard VIBE sequences (mean scores: image quality, 4.2 and 3.5; sharpness of intrahepatic vessels, 3.8 and 3.2, respectively, p<0.05) for both reviewers and allowed for higher subjective diagnostic confidence (ratings, 3.8 and 3.2, respectively, p<0.05). CONCLUSION: Compared to the standard VIBE approach, CAIPIRINHA VIBE technique provides improved image quality and sharpness of intrahepatic veins, as well as higher diagnostic confidence. Additionally, this technique allows for higher inter-observer agreement when reporting focal liver lesions for both dignity and allocation.


Subject(s)
Liver Diseases/diagnosis , Magnetic Resonance Angiography/methods , Adult , Aged , Breath Holding , Contrast Media , Female , Hepatic Artery/pathology , Humans , Image Enhancement/methods , Image Interpretation, Computer-Assisted/methods , Male , Middle Aged , Observer Variation , Portal Vein/pathology , Reproducibility of Results
7.
Eur J Radiol ; 86: 227-233, 2017 Jan.
Article in English | MEDLINE | ID: mdl-28027752

ABSTRACT

PURPOSE: To determine the optimal timing of arterial first pass computed tomography (CT) myocardial perfusion imaging (CTMPI) based on dynamic CTMPI acquisitions. METHODS AND MATERIALS: Twenty-five patients (59±8.4years, 14 male)underwent adenosine-stress dynamic CTMPI on second-generation dual-source CT in shuttle mode (30s at 100kV and 300mAs). Stress perfusion magnetic resonance imaging (MRI) was used as reference standard for differentiation of non-ischemic and ischemic segments. The left ventricle (LV) wall was manually segmented according to the AHA 16-segment model. Hounsfield units (HU) in myocardial segments and ascending (AA) and descending aorta (AD) were monitored over time. Time difference between peak AA and peak AD and peak myocardial enhancement was calculated, as well as the, time delay from fixed HU thresholds of 150 and 250 HU in the AA and AD to a minimal difference of 15 HU between normal and ischemic segments. Furthermore, the duration of the 15 HU difference between ischemic and non-ischemic segments was calculated. RESULTS: Myocardial ischemia was observed by MRI in 10 patients (56.3±9.0years; 8 male). The delay between the maximum HU in the AA and AD and maximal HU in the non-ischemic segments was 2.8s [2.2-4.3] and 0.0s [0.0-2.8], respectively. Differentiation between ischemic and non-ischemic myocardial segments in CT was best during a time window of 8.6±3.8s. Time delays for AA triggering were 4.5s [2.2-5.6] and 2.2s [0-2.8] for the 150 HU and 250 HU thresholds, respectively. While for AD triggering, time delays were 2.4s [0.0-4.8] and 0.0s [-2.2-2.6] for the 150 HU and 250 HU thresholds, respectively. CONCLUSION: In CTMPI, the differentiation between normal and ischemic myocardium is best accomplished during a time interval of 8.6±3.8s. This time window can be utilized by a test bolus or bolus tracking in the AA or AD using the time delays identified here.


Subject(s)
Myocardial Ischemia/diagnostic imaging , Myocardial Perfusion Imaging/methods , Adenosine , Aged , Contrast Media , Coronary Angiography/methods , Female , Humans , Magnetic Resonance Angiography , Male , Middle Aged , Myocardial Ischemia/physiopathology , Myocardial Perfusion Imaging/standards , Reference Standards , Retrospective Studies , Tomography, X-Ray Computed/methods
8.
Herz ; 42(1): 51-57, 2017 Feb.
Article in German | MEDLINE | ID: mdl-27255115

ABSTRACT

Coronary computed tomography angiography (cCTA) has been established for the non-invasive diagnosis of coronary artery disease (CAD). Previous studies demonstrated the high diagnostic accuracy of cCTA, particularly for ruling out CAD. As a known limitation of cCTA a large number of visually significant coronary stenoses are found to be hemodynamically not relevant by invasive fractional flow reserve (FFR). CT-based FFR (CT-FFR) builds on recent advances in computational fluid dynamics and image simulation techniques. Along with CT myocardial perfusion imaging, CT-FFR is a promising approach towards a more accurate estimation of the hemodynamic relevance of coronary artery stenoses. CT-FFR is derived from regular CT datasets without additional image acquisitions, contrast material, or medication. Two CT-FFR techniques can be differentiated. The initial method requires external use of supercomputers and has gained approval for clinical use in the USA. Furthermore, a prototype-software has been introduced which is less computationally demanding via integration of reduced-order models for on-site calculation of CT-FFR. The present article reviews these methods in the context of available study results and meta-analyses. Furthermore, limitations and future concepts of CT-FFR are discussed.


Subject(s)
Angina, Stable/diagnosis , Angina, Stable/physiopathology , Blood Flow Velocity , Computed Tomography Angiography/methods , Coronary Angiography/methods , Fractional Flow Reserve, Myocardial , Evidence-Based Medicine , Humans , Reproducibility of Results , Sensitivity and Specificity
10.
AJNR Am J Neuroradiol ; 37(10): 1774-1780, 2016 Oct.
Article in English | MEDLINE | ID: mdl-27151751

ABSTRACT

BACKGROUND AND PURPOSE: Multidetector row CTA has become the primary imaging technique for detecting intracranial aneurysms. Technical progress enables the use of cerebral CTA with lower radiation doses and contrast media. We evaluated the diagnostic accuracy of 80-kV(peak) cerebral CTA with 30 mL of contrast agent for detecting intracranial aneurysms. MATERIALS AND METHODS: Two hundred four patients were randomly divided into 2 groups. Patients in group A (n = 102) underwent 80-kVp CTA with 30 mL of contrast agent, while patients in group B (n = 102) underwent conventional CTA (120 kVp, 60 mL of contrast agent). All patients underwent DSA. Image quality, diagnostic accuracy, and radiation dose between the 2 groups were compared. RESULTS: Diagnostic image quality was obtained in 100 and 99 patients in groups A and B, respectively (P = .65). With DSA as reference standard, diagnostic accuracy on a per-aneurysm basis was 89.9% for group A and 93.9% for group B. For evaluating smaller aneurysms (<3 mm), the diagnostic accuracy of groups A and B was 86.3% and 90.8%, respectively. There was no difference in diagnostic accuracy between each CTA group and DSA (all, P > .05) or between the 2 CTA groups (all, P > .05). The effective dose in group A was reduced by 72.7% compared with group B. CONCLUSIONS: In detecting intracranial aneurysms with substantial radiation dose and contrast agent reduction, 80-kVp/30-mL contrast CTA provides the same diagnostic accuracy as conventional CTA.

11.
Br J Radiol ; 87(1043): 20140159, 2014 Nov.
Article in English | MEDLINE | ID: mdl-25135617

ABSTRACT

The assessment of patients presenting with symptoms of myocardial ischaemia remains one of the most common and challenging clinical scenarios faced by physicians. Current imaging modalities are capable of three-dimensional, functional and anatomical views of the heart and as such offer a unique contribution to understanding and managing the pathology involved. Evidence has accumulated that visual anatomical coronary evaluation does not adequately predict haemodynamic relevance and should be complemented by physiological evaluation, highlighting the importance of functional assessment. Technical advances in CT technology over the past decade have progressively moved cardiac CT imaging into the clinical workflow. In addition to anatomical evaluation, cardiac CT is capable of providing myocardial perfusion parameters. A variety of CT techniques can be used to assess the myocardial perfusion. The single energy first-pass CT and dual energy first-pass CT allow static assessment of myocardial blood pool. Dynamic cardiac CT imaging allows quantification of myocardial perfusion through time-resolved attenuation data. CT-based myocardial perfusion imaging (MPI) is showing promising diagnostic accuracy compared with the current reference modalities. The aim of this review is to present currently available myocardial perfusion techniques with a focus on CT imaging in light of recent clinical investigations. This article provides a comprehensive overview of currently available CT approaches of static and dynamic MPI and presents the results of corresponding clinical trials.


Subject(s)
Coronary Angiography/methods , Myocardial Ischemia/diagnostic imaging , Myocardial Perfusion Imaging/methods , Tomography, X-Ray Computed/methods , Coronary Circulation , Humans , Myocardial Ischemia/physiopathology , Reproducibility of Results
12.
Br J Radiol ; 87(1036): 20130716, 2014 Apr.
Article in English | MEDLINE | ID: mdl-24611753

ABSTRACT

OBJECTIVE: To evaluate dual-energy CT (DECT) findings of pulmonary ischaemic-reperfusion injury (PIRI) and its pathophysiological correlation in the canine model. METHODS: A PIRI model was established in 11 canines, utilizing closed pectoral balloon occlusion. Two control canines were also included. For the PIRI model, the left pulmonary artery was occluded with a balloon, which was deflated and removed after 2 h. DECT was performed before, during occlusion and at 2, 3 and 4 h thereafter and was utilized to construct pulmonary perfusion maps. Immediately after the CT scan at the fourth hour post reperfusion, the canines were sacrificed, and lung specimens were harvested for pathological analysis. CT findings, pulmonary artery pressure and blood gas results were then analysed. RESULTS: Data at every time point were available for 10 animals (experimental group, n = 8; control group, n = 2). Quantitative measurements from DECT pulmonary perfusion maps found iodine attenuation values of the left lung to be the lowest at 2 h post embolization and the highest at 1 h post reperfusion. In the contralateral lung, perfusion values also peaked at 1 h post reperfusion. Continuous hypoxia and acid-based disorders were observed during PIRI, and comprehensive analysis showed physiological changes to be worst at 3 h post reperfusion. CONCLUSION: DECT pulmonary perfusion mapping demonstrated pulmonary perfusion of the bilateral lungs to be the greatest at 1 h post reperfusion. These CT findings corresponded with pathophysiological changes. ADVANCES IN KNOWLEDGE: DECT pulmonary perfusion mapping can be used to evaluate lung ischaemia-reperfusion injury.


Subject(s)
Lung/blood supply , Lung/diagnostic imaging , Reperfusion Injury/diagnostic imaging , Reperfusion Injury/physiopathology , Tomography, X-Ray Computed/methods , Animals , Disease Models, Animal , Dogs , Pulmonary Artery/diagnostic imaging , Pulmonary Artery/physiopathology
13.
Rofo ; 185(8): 726-32, 2013 Aug.
Article in English | MEDLINE | ID: mdl-23900940

ABSTRACT

PURPOSE: To prospectively investigate the predictive value of a zero calcium score (CS) value as well as age- and sex-adjusted low-end CS percentiles for the presence of significant coronary artery stenosis in stable patients with suspected coronary artery disease (CAD). MATERIALS AND METHODS: In total, 87 consecutive stable patients with suspected CAD were prospectively enrolled in this study (33 women; 66 ± 10 years). All patients underwent non-enhanced CT for calcium scoring (CSCT) and contrast-enhanced coronary CT angiography (cCTA). Invasive coronary angiography (ICA) served as the reference standard in all patients. Diagnostic performance for the presence of significant stenosis (≥ 50% diameter) was calculated separately for CS in comparison to cCTA and ICA. RESULTS: ICA identified significant stenosis in 56/87 patients (64%). The mean CS was 571 ± 599. On a per patient based analysis, the sensitivity, specificity, positive predictive value (PPV) and negative predictive value (NPV) for patients with a zero CS were 98.5%, 18.2%, 78.0% and 80.0%, respectively, compared to cCTA and 100%, 16.1%, 68.3% and 100%, respectively, compared to ICA. Low-end age- and sex-adjusted percentiles derived from asymptomatic Caucasian populations showed results comparable to a CS of zero. CONCLUSION: The prevalence of significant coronary artery stenosis is low in stable patients with suspected CAD and a CS of zero but also in patients below certain low-end age- and sex-adjusted percentile ranks. Thus, CS should be used as a gatekeeper prior to further diagnostic procedures in these patients. A CS value below certain age- and sex-adjusted percentile ranks seems to be of identical diagnostic value to a CS of zero in stable patients.


Subject(s)
Calcinosis/diagnostic imaging , Cardiac Catheterization/methods , Cardiac-Gated Imaging Techniques/methods , Contrast Media/administration & dosage , Coronary Angiography/methods , Coronary Artery Disease/diagnostic imaging , Coronary Stenosis/diagnostic imaging , Image Enhancement/methods , Image Interpretation, Computer-Assisted/methods , Iopamidol/analogs & derivatives , Tomography, X-Ray Computed/methods , Aged , Aged, 80 and over , Body Mass Index , Female , Humans , Male , Middle Aged , Prospective Studies , Radiation Dosage , Sensitivity and Specificity , Sex Factors
14.
Clin Radiol ; 68(3): 272-8, 2013 Mar.
Article in English | MEDLINE | ID: mdl-22981731

ABSTRACT

AIM: To investigate image quality and potential for radiation dose reduction using sinogram-affirmed iterative reconstruction (SAFIRE) at computed tomography (CT) coronary angiography (CTCA) compared with filtered back-projection (FBP) reconstruction. MATERIALS AND METHODS: A water phantom and 49 consecutive patients were scanned using a retrospectively electrocardiography (ECG)-gated CTCA protocol on a dual-source CT system. Image reconstructions were performed with both conventional FBP and SAFIRE. The SAFIRE series were reconstructed image data from only one tube, simulating a 50% radiation dose reduction. Two blinded observers independently assessed the image quality of each coronary segment using a four-point scale and measured image noise (the standard deviation of Hounsfield values, SD), signal-to-noise ratio (SNR), and contrast-to-noise ratio (CNR). Radiation dose estimates were calculated. RESULTS: In the water phantom, image noise decreased at the same ratio as the tube current increased for both reconstruction algorithms. Despite an estimated radiation dose reduction from 7.9 ± 2.8 to 4 ± 1.4 mSv, there was no significant difference in the SD and SNR within the aortic root and left ventricular chamber between the two reconstruction methods. There was also no significant difference in the image quality between the FBP and SAFIRE series. CONCLUSION: Compared with traditional FBP, there is potential for substantial radiation dose reduction at CTCA with use of SAFIRE, while maintaining similar diagnostic image quality.


Subject(s)
Coronary Angiography/methods , Coronary Disease/diagnostic imaging , Radiographic Image Interpretation, Computer-Assisted/methods , Tomography, X-Ray Computed/methods , Algorithms , Analysis of Variance , Cardiac-Gated Imaging Techniques , Chi-Square Distribution , Contrast Media , Female , Humans , Iohexol/analogs & derivatives , Male , Middle Aged , Phantoms, Imaging , Radiation Dosage , Retrospective Studies
15.
Eur Respir J ; 39(4): 919-26, 2012 Apr.
Article in English | MEDLINE | ID: mdl-21965223

ABSTRACT

The aim of this study was to prospectively evaluate the accuracy of quantitative cardiac computed tomography (CT) parameters and two cardiac biomarkers (N-terminal-pro-brain natriuretic peptide (NT-pro-BNP) and troponin I), alone and in combination, for predicting right ventricular dysfunction (RVD) in patients with acute pulmonary embolism. 557 consecutive patients with suspected pulmonary embolism underwent pulmonary CT angiography. Patients with pulmonary embolism also underwent echocardiography and NT-pro-BNP/troponin I serum level measurements. Three different CT measurements were obtained (right ventricular (RV)/left ventricular (LV)(axial), RV/LV(4-CH) and RV/LV(volume)). CT measurements and NT-pro-BNP/troponin I serum levels were correlated with RVD at echocardiography. 77 patients with RVD showed significantly higher RV/LV ratios and NT-pro-BNP/troponin I levels compared to those without RVD (RV/LV(axial) 1.68 ± 0.84 versus 1.00 ± 0.21; RV/LV(4-CH) 1.52 ± 0.45 versus 1.01 ± 0.21; RV/LV(volume) 1.97 ± 0.53 versus 1.07 ± 0.52; serum NT-pro-BNP 6,372 ± 2,319 versus 1,032 ± 1,559 ng · L(-1); troponin I 0.18 ± 0.41 versus 0.06 ± 0.18 g · L(-1)). The area under the curve for the detection of RVD of RV/LV(axial), RV/LV(4-CH), RV/LV(volume), NT-pro-BNP and troponin I were 0.84, 0.87, 0.93, 0.83 and 0.70 respectively. The combination of biomarkers and RV/LV(volume) increased the AUC to 0.95 (RV/LV(volume) with NT-pro-BNP) and 0.93 (RV/LV(volume) with troponin I). RV/LV(volume) is the most accurate CT parameter for identifying patients with RVD. A combination of RV/LV(volume) with NT-pro-BNP or troponin I measurements improves the diagnostic accuracy of either test alone.


Subject(s)
Pulmonary Embolism/complications , Pulmonary Embolism/diagnostic imaging , Tomography, X-Ray Computed/methods , Ventricular Dysfunction, Right/complications , Ventricular Dysfunction, Right/diagnostic imaging , Acute Disease , Aged , Biomarkers/blood , Critical Care/methods , Echocardiography/methods , Female , Heart Failure/complications , Heart Failure/diagnostic imaging , Humans , Male , Middle Aged , Natriuretic Peptide, Brain/blood , Peptide Fragments/blood , Predictive Value of Tests , Prospective Studies , ROC Curve , Severity of Illness Index , Troponin I/blood
16.
Eur J Radiol ; 81(10): 2867-71, 2012 Oct.
Article in English | MEDLINE | ID: mdl-21924850

ABSTRACT

OBJECTIVE: To correlate CTA pulmonary artery obstruction scores (OS) with right ventricular dysfunction (RVD) and clinical outcome in patients with acute pulmonary embolism (PE). MATERIALS AND METHODS: In a prospective study of 50 patients (66 ± 12.9 years) with PE pulmonary artery OS (Qanadli, Mastora, and Mastora central) were assessed by two radiologists. To assess RVD all patients underwent echocardiography within 24h. Furthermore, RVD on CT was assessed by calculating the right ventricular/left ventricular (RV/LV) diameter ratios on transverse (RV/LVtrans) and four-chamber views (RV/LV4ch) as well as the RV/LV volume ratio (RV/LVvol). OS were correlated with RVD and the occurrence of adverse clinical outcomes (defined as death, need for intensive care treatment, or cardiac insufficiency ≥ NYHA III). RESULTS: Mean Mastora, Qanadli, and Mastora central OS were 26.4 ± 17.7, 12.6 ± 9.9 and 7.5 ± 9, respectively. Echocardiography demonstrated moderate and severe RVD in 10 and 5 patients, respectively. Patients with moderate and severe RVD showed significantly higher Mastora central scores than patients without RVD (14 ± 10.8 vs. 5.9 ± 7.8 [p=0.05]; 17.6 ± 13.2 vs. 5.9 ± 7.8 [p=0.038]). A relevant correlation (i.e. r ≥ 0.6) between OS and CT parameters for RVD were only found for the Mastora score and the Mastora central score (RV/LV4ch: r=0.61 and 0.68, RV/LVvol: r=0.61 and 0.6). 18 patients experienced an adverse clinical outcome. None of the OS differed significantly between patients with and without adverse clinical outcome. CONCLUSION: Pulmonary artery obstruction scores can differentiate between patients with and without RVD. However, in this study, obstruction scores were not correlated to adverse clinical outcome.


Subject(s)
Angiography/methods , Pulmonary Artery/diagnostic imaging , Pulmonary Embolism/complications , Pulmonary Embolism/diagnostic imaging , Tomography, X-Ray Computed/methods , Ventricular Dysfunction, Right/diagnostic imaging , Ventricular Dysfunction, Right/etiology , Acute Disease , Aged , Angiography/statistics & numerical data , Female , Germany/epidemiology , Humans , Male , Prognosis , Pulmonary Embolism/mortality , Reproducibility of Results , Sensitivity and Specificity , Severity of Illness Index , Survival Analysis , Survival Rate , Tomography, X-Ray Computed/statistics & numerical data , Ventricular Dysfunction, Right/mortality
17.
Eur Radiol ; 22(1): 93-103, 2012 Jan.
Article in English | MEDLINE | ID: mdl-21822784

ABSTRACT

OBJECTIVES: To investigate the correlation between maximum standardized uptake value (SUV(max)) of (18)FDG PET-CT and iodine-related attenuation (IRA) of dual energy CT (DECT) of primary tumours and (18)FDG PET-CT positive thoracic lymph nodes (LN) in patients with lung cancer. METHODS: 37 patients with lung cancer (27 NSCLC, 10 SCLC, 86 (18)FDG PET-CT positive thoracic LN) who underwent both (18)FDG PET-CT and DECT were analyzed. The mean study interval between (18)FDG PET-CT and DECT was ≤21 days in 17 patients. The mean and maximum IRA of DECT as well as of virtual unenhanced and virtual 120 kV images of DECT was analyzed and correlated to the SUV(max) of (18)FDG PET-CT in all tumours and (18)FDG PET-CT positive thoracic lymph nodes. Further subgroup analysis was performed for histological subtypes in all groups. RESULTS: A moderate correlation was found between SUV(max) and maximum IRA in all tumours (n = 37;r = 0.507;p = 0.025) whereas only weak or no correlation were found between SUV(max) and all other DECT measurements. A strong correlation was found in patients with study intervals ≤21 days (n = 17; r = 0.768;p = 0.017). Analysis of histological subtypes of lung cancer showed a strong correlation between SUV(max) and maximum IRA in the analysis of all patients with NSCLC (r = 0.785;p = 0.001) and in patients with NSCLC and study intervals ≤21 days (r = 0.876;p = 0.024). Thoracic LN showed moderate correlation between SUV(max) and maximum IRA in patients with study intervals ≤21 days (r = 0.654; p = 0.010) whereas a weak correlation was found between SUV(max) and maximum IRA in patients with study intervals >21 days (r = 0.299; p = 0.035). CONCLUSIONS: DECT could serve as a valuable functional imaging test for patients with NSCLC as the IRA of DECT correlates with SUV(max) of (18)FDG PET-CT.


Subject(s)
Carcinoma, Non-Small-Cell Lung/metabolism , Fluorodeoxyglucose F18/metabolism , Iodine/metabolism , Lung Neoplasms/metabolism , Multimodal Imaging , Positron-Emission Tomography , Radiopharmaceuticals/metabolism , Small Cell Lung Carcinoma/metabolism , Tomography, X-Ray Computed , Adult , Aged , Aged, 80 and over , Carcinoma, Non-Small-Cell Lung/diagnostic imaging , Female , Humans , Lung Neoplasms/diagnostic imaging , Lymphatic Metastasis , Male , Middle Aged , Multimodal Imaging/methods , Prospective Studies , Small Cell Lung Carcinoma/diagnostic imaging
18.
Radiologia ; 53 Suppl 1: 30-42, 2011 Oct.
Article in Spanish | MEDLINE | ID: mdl-21803386

ABSTRACT

Chest pain is a challenging clinical problem in the emergency department. Despite advances in clinical diagnosis, many patients with atypical chest pain are needlessly hospitalized and others are mistakenly discharged. Faced with the specific clinical situation in which a patient has chest pain, an initially normal or inconclusive electrocardiogram, and normal cardiac biomarkers, multislice CT has proven useful for ruling out the conditions that involve the greatest morbidity and mortality and for establishing the cause of pain. This article reviews the current usefulness of multislice CT in the diagnostic workup of patients presenting at the emergency department with chest pain. We review the technique, define the most appropriate population, describe the acquisition protocols, and discuss the advantages and disadvantages of each study protocol.


Subject(s)
Acute Pain/diagnostic imaging , Chest Pain/diagnostic imaging , Clinical Protocols , Emergency Service, Hospital , Multidetector Computed Tomography/standards , Acute Pain/etiology , Chest Pain/etiology , Coronary Disease/complications , Coronary Disease/diagnostic imaging , Emergencies , Humans , Radiology
19.
Int J Clin Pract Suppl ; (173): 3-13, 2011 Oct.
Article in English | MEDLINE | ID: mdl-22008193

ABSTRACT

The use of coronary computed tomography angiography (cCTA) is growing rapidly, in large part because of fast-paced technical innovations that have increased diagnostic accuracy while providing new opportunities for radiation dose reduction. cCTA using recent generation CT scanners has been repeatedly shown to have excellent negative predictive value for ruling out significant coronary stenosis in comparison with invasive coronary angiography (ICA) and is now accepted for this use in selected populations. Current work is increasingly focused on evaluating and optimising radiation dose reduction techniques, the cost-effectiveness of cCTA implementation, and the impact of cCTA on patient management and outcomes. In addition, the potential value of emerging applications, such as atherosclerotic plaque characterisation and myocardial perfusion and viability assessment, are undergoing intense investigation.


Subject(s)
Coronary Angiography/methods , Coronary Angiography/trends , Coronary Artery Disease/diagnostic imaging , Tomography, X-Ray Computed , Humans
20.
Radiologia ; 52(5): 469-72, 2010.
Article in Spanish | MEDLINE | ID: mdl-20483440

ABSTRACT

Technological advances in multidetector computed tomography (MDCT) like second-generation dual source scanners have made it possible to evaluate myocardial perfusion as well as the anatomy of the coronary arteries in patients with suspected coronary disease; until recently, this application was confined to other imaging modalities. In this brief communication, we report a cardiac CT imaging protocol that combines CT coronary angiography with the analysis of ventricular function, perfusion, and myocardial viability in a single examination, thereby enabling a comprehensive assessment of coronary disease.


Subject(s)
Coronary Artery Disease/diagnosis , Tomography, X-Ray Computed , Adenosine , Coronary Angiography/methods , Exercise Test/methods , Humans , Male , Middle Aged
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