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1.
Radiography (Lond) ; 30(2): 431-439, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38199159

RESUMO

INTRODUCTION: Mobile Imaging Trailers enable moving diagnostic imaging equipment between locations requiring very little setup and configuration, example given CT-scanners and MRI-scanners. However, despite the apparent benefits of utilising these imaging capabilities, very little research on the subject exists. This study aims at gaining an overview of the current state of the literature, using the scoping review methodology. METHODS: The systematic literature search was conducted in three databases: Scopus, Embase and PubMed. Included sources were extracted based on the objectives of the scoping review, and inspired by the by PRISMA-ScR. RESULTS: 29 papers were included. CONCLUSION: The results of the review showed that three general categories of research on this subject exist - trailers used in research, trailers as the object of research and trailers as an element or tool of the research. Of these, the most prevalent one used is the latter - trailers used as an element or tool of the research. This; however, is an issue for the use of trailers in a clinical setting, as very little research has been conducted on how they might be used and how they compare to fixed installations. As seen during the recent COVID-19 pandemic, the potentials for the use of MITs are immense; however, with the current lack of knowledge and understanding, the full potential has not been realised, suggesting further research should be focused in this area. IMPLICATIONS FOR PRACTICE: This study has shown that the limited research in the area does point towards a few benefits of MITs; however, there is a clear lack of sufficient research on the field to say this with confidence.


Assuntos
Imageamento por Ressonância Magnética , Tomografia Computadorizada por Raios X , Humanos , Imageamento por Ressonância Magnética/instrumentação , Tomógrafos Computadorizados , Tomografia Computadorizada por Raios X/instrumentação
2.
Radiología (Madr., Ed. impr.) ; 65(4): 352-361, Jul-Ago. 2023. ilus
Artigo em Espanhol | IBECS | ID: ibc-222512

RESUMO

La TC torácica en espiración es una técnica complementaria de la inspiración que aporta valiosa información fisiológica y puede ser más sensible que las pruebas de función respiratoria para detectar atrapamiento aéreo. Tiene múltiples indicaciones, entre las más frecuentes están la enfermedad obstructiva de la vía aérea producida por bronquiolitis obliterante, asma, síndrome de Swyer-James, traqueomalacia, neumonitis por hipersensibilidad o sarcoidosis. En alguna de ellas, como la bronquiolitis obliterante, la TC espiratoria puede ser la única técnica de imagen que detecta alteraciones en las fases iniciales. Si queremos que sea de utilidad diagnóstica, hay que asegurarse de que el estudio tenga calidad suficiente. Para ello se recomienda explicar al paciente en qué consiste la prueba, emplear instrucciones precisas y realizar un breve entrenamiento antes de iniciar la adquisición. En este trabajo sugerimos estrategias para optimizar la técnica y proponemos un algoritmo para interpretar los hallazgos radiológicos en el contexto de la patología obstructiva pulmonar.(AU)


Expiratory CT scan is a complementary technique of inspiratory CT that provide valuable physiological information and may be more sensitive to detect air trapping than pulmonary function tests. It is useful in many obstructive airway diseases, including obliterative bronchiolitis, asthma, Swyer-James syndrome, tracheomalacia, hypersensitivity pneumonitis and sarcoidosis. In obliterative bronchiolitis, expiratory CT scan may be the only imaging technique that shows abnormalities in the early phase of disease. In order to obtain a good quality study, we should explain the procedure to the patient, use precise instructions and do some practice before image acquisition. Here we describe strategies to optimize the technique and propose an algorithm that help in interpretation of imaging findings in patients with obstructive airway disease.(AU)


Assuntos
Humanos , Masculino , Feminino , Tomografia Computadorizada por Raios X/instrumentação , Tomografia Computadorizada por Raios X/métodos , Expiração , Pneumopatias Obstrutivas , Bronquiolite Obliterante , Radiologia , Serviço Hospitalar de Radiologia
3.
IEEE Trans Med Imaging ; 42(4): 1210-1224, 2023 04.
Artigo em Inglês | MEDLINE | ID: mdl-36449587

RESUMO

Photoacoustic computed tomography (PACT) images optical absorption contrast by detecting ultrasonic waves induced by optical energy deposition in materials such as biological tissues. An ultrasonic transducer array or its scanning equivalent is used to detect ultrasonic waves. The spatial distribution of the transducer elements must satisfy the spatial Nyquist criterion; otherwise, spatial aliasing occurs and causes artifacts in reconstructed images. The spatial Nyquist criterion poses different requirements on the transducer elements' distributions for different locations in the image domain, which has not been studied previously. In this research, we elaborate on the location dependency through spatiotemporal analysis and propose a location-dependent spatiotemporal antialiasing method. By applying this method to PACT in full-ring array geometry, we effectively mitigate aliasing artifacts with minimal effects on image resolution in both numerical simulations and in vivo experiments.


Assuntos
Técnicas Fotoacústicas , Tomografia Computadorizada por Raios X , Artefatos , Análise Espaço-Temporal , Tomografia Computadorizada por Raios X/instrumentação , Tomografia Computadorizada por Raios X/métodos , Tomografia Computadorizada por Raios X/normas , Mama/diagnóstico por imagem , Humanos , Processamento de Imagem Assistida por Computador , Algoritmos , Técnicas Fotoacústicas/métodos , Técnicas Fotoacústicas/normas , Simulação por Computador , Imagens de Fantasmas , Feminino , Reprodutibilidade dos Testes
4.
Phys Med Biol ; 67(11)2022 05 23.
Artigo em Inglês | MEDLINE | ID: mdl-35472761

RESUMO

Objective.Metal artifacts are a persistent problem in CT and cone-beam CT. In this work, we propose to reduce or even eliminate metal artifacts by providing better sampling of data using non-circular orbits.Approach.We treat any measurements intersecting metal as missing data, and aim to design a universal orbit that can generally accommodate arbitrary metal shapes and locations. We adapted a local sampling completeness metric based on Tuy's condition to quantify the extent of sampling in the presence of metal. A maxi-min objective over all possible metal locations was used for orbit design. A simple class of sinusoidal orbits was evaluated as a function of frequencies, maximum tilt angles, and orbital extents. Experimental implementation of these orbits were performed on an imaging bench and evaluated on two phantoms, one containing metal balls and the other containing a pedicle screw assembly for spine fixation. Metal artifact reduction (MAR) performance was compared amongst three approaches: non-circular orbits only, algorithmic correction only, and a combined approach.Main results.Theoretical evaluations of the objective favor sinusoidal orbits with large tilt angles and large orbital extents. Furthermore, orbits that leverage redundant azimuthal angles to sample non-redundant data have better performance, e.g. even or non-integer frequency sinusoids for a 360° acquisition. Experimental data support the trends observed in theoretical evaluations. Reconstructions using even or non-integer frequency orbits present less streaking artifacts and background details with finer resolution, even when multiple metal objects are present and even in the absence of MAR algorithms. The combined approach of non-circular orbits and MAR algorithm yields the best performance. The observed trend in image quality is supported by quantitative measures of sampling and severity of streaking artifact.Significance.This work demonstrates that sinusoidal orbits are generally robust against metal artifacts and can provide an avenue for improved image quality in interventional imaging.


Assuntos
Algoritmos , Artefatos , Imagens de Fantasmas , Tomografia Computadorizada por Raios X , Tomografia Computadorizada de Feixe Cônico/instrumentação , Metais , Tomografia Computadorizada por Raios X/instrumentação
5.
Neuroimage ; 250: 118965, 2022 04 15.
Artigo em Inglês | MEDLINE | ID: mdl-35122965

RESUMO

Localising accurate brain regions needs careful evaluation in each experimental species due to their individual variability. However, the function and connectivity of brain areas is commonly studied using a single-subject cranial landmark-based stereotactic atlas in animal neuroscience. Here, we address this issue in a small primate, the common marmoset, which is increasingly widely used in systems neuroscience. We developed a non-invasive multi-modal neuroimaging-based targeting pipeline, which accounts for intersubject anatomical variability in cranial and cortical landmarks in marmosets. This methodology allowed creation of multi-modal templates (MarmosetRIKEN20) including head CT and brain MR images, embedded in coordinate systems of anterior and posterior commissures (AC-PC) and CIFTI grayordinates. We found that the horizontal plane of the stereotactic coordinate was significantly rotated in pitch relative to the AC-PC coordinate system (10 degrees, frontal downwards), and had a significant bias and uncertainty due to positioning procedures. We also found that many common cranial and brain landmarks (e.g., bregma, intraparietal sulcus) vary in location across subjects and are substantial relative to average marmoset cortical area dimensions. Combining the neuroimaging-based targeting pipeline with robot-guided surgery enabled proof-of-concept targeting of deep brain structures with an accuracy of 0.2 mm. Altogether, our findings demonstrate substantial intersubject variability in marmoset brain and cranial landmarks, implying that subject-specific neuroimaging-based localization is needed for precision targeting in marmosets. The population-based templates and atlases in grayordinates, created for the first time in marmoset monkeys, should help bridging between macroscale and microscale analyses.


Assuntos
Mapeamento Encefálico/métodos , Encéfalo/anatomia & histologia , Callithrix/anatomia & histologia , Imageamento por Ressonância Magnética/métodos , Tomografia Computadorizada por Raios X/métodos , Pontos de Referência Anatômicos , Animais , Encéfalo/cirurgia , Callithrix/cirurgia , Desenho de Equipamento , Processamento de Imagem Assistida por Computador , Imageamento por Ressonância Magnética/instrumentação , Reprodutibilidade dos Testes , Cirurgia Assistida por Computador , Tomografia Computadorizada por Raios X/instrumentação
6.
Proc Natl Acad Sci U S A ; 119(8)2022 02 22.
Artigo em Inglês | MEDLINE | ID: mdl-35131900

RESUMO

X-ray computed tomography (CT) is one of the most commonly used three-dimensional medical imaging modalities today. It has been refined over several decades, with the most recent innovations including dual-energy and spectral photon-counting technologies. Nevertheless, it has been discovered that wave-optical contrast mechanisms-beyond the presently used X-ray attenuation-offer the potential of complementary information, particularly on otherwise unresolved tissue microstructure. One such approach is dark-field imaging, which has recently been introduced and already demonstrated significantly improved radiological benefit in small-animal models, especially for lung diseases. Until now, however, dark-field CT could not yet be translated to the human scale and has been restricted to benchtop and small-animal systems, with scan durations of several minutes or more. This is mainly because the adaption and upscaling to the mechanical complexity, speed, and size of a human CT scanner so far remained an unsolved challenge. Here, we now report the successful integration of a Talbot-Lau interferometer into a clinical CT gantry and present dark-field CT results of a human-sized anthropomorphic body phantom, reconstructed from a single rotation scan performed in 1 s. Moreover, we present our key hardware and software solutions to the previously unsolved roadblocks, which so far have kept dark-field CT from being translated from the optical bench into a rapidly rotating CT gantry, with all its associated challenges like vibrations, continuous rotation, and large field of view. This development enables clinical dark-field CT studies with human patients in the near future.


Assuntos
Espalhamento a Baixo Ângulo , Tomografia Computadorizada por Raios X/instrumentação , Tomografia Computadorizada por Raios X/métodos , Algoritmos , Animais , Humanos , Imageamento Tridimensional , Interferometria/métodos , Imagens de Fantasmas , Radiografia , Tomógrafos Computadorizados , Raios X
7.
Sci Rep ; 12(1): 2374, 2022 02 11.
Artigo em Inglês | MEDLINE | ID: mdl-35149727

RESUMO

Measurements of visceral adipose tissue cross-sectional area and radiation attenuation from computed tomography (CT) scans provide useful information about risk and mortality. However, scan protocols vary, encompassing differing vertebra levels and utilizing differing phases of contrast enhancement. Furthermore, fat measurements have been extracted from CT using different Hounsfield Unit (HU) ranges. To our knowledge, there have been no large studies of healthy cohorts that reported reference values for visceral fat area and radiation attenuation at multiple vertebra levels, for different contrast phases, and using different fat HU ranges. Two-phase CT scans from 1,677 healthy, adult kidney donors (age 18-65) between 1999 and 2017, previously studied to determine healthy reference values for skeletal muscle measures, were utilized. Visceral adipose tissue cross-sectional area (VFA) and radiation attenuation (VFRA) measures were quantified using axial slices at T10 through L4 vertebra levels. T-tests were used to compare males and females, while paired t-tests were conducted to determine the effect (magnitude and direction) of (a) contrast enhancement and (b) different fat HU ranges on each fat measure at each vertebra level. We report the means, standard deviations, and effect sizes of contrast enhancement and fat HU range. Male and female VFA and VFRA were significantly different at all vertebra levels in both contrast and non-contrast scans. Peak VFA was observed at L4 in females and L2 in males, while peak VFRA was observed at L1 in both females and males. In general, non-contrast scans showed significantly greater VFA and VFRA compared to contrast scans. The average paired difference due to contrast ranged from 1.6 to - 8% (VFA) and 3.2 to - 3.0% (VFRA) of the non-contrast value. HU range showed much greater differences in VFA and VFRA than contrast. The average paired differences due to HU range ranged from - 5.3 to 22.2% (VFA) and - 5.9 to 13.6% (VFRA) in non-contrast scans, and - 4.4 to 20.2% (VFA) and - 4.1 to 12.6% (VFRA) in contrast scans. The - 190 to - 30 HU range showed the largest differences in both VFA (10.8% to 22.2%) and VFRA (7.6% to 13.6%) compared to the reference range (- 205 to - 51 HU). Incidentally, we found that differences in lung inflation result in very large differences in visceral fat measures, particularly in the thoracic region. We assessed the independent effects of contrast presence and fat HU ranges on visceral fat cross-sectional area and mean radiation attenuation, finding significant differences particularly between different fat HU ranges. These results demonstrate that CT measurements of visceral fat area and radiation attenuation are strongly dependent upon contrast presence, fat HU range, sex, breath cycle, and vertebra level of measurement. We quantified contrast and non-contrast reference values separately for males and females, using different fat HU ranges, for lumbar and thoracic CT visceral fat measures at multiple vertebra levels in a healthy adult US population.


Assuntos
Meios de Contraste/administração & dosagem , Gordura Intra-Abdominal/diagnóstico por imagem , Vértebras Lombares/diagnóstico por imagem , Adolescente , Adulto , Idoso , Estudos de Coortes , Meios de Contraste/análise , Feminino , Voluntários Saudáveis , Humanos , Masculino , Pessoa de Meia-Idade , Músculo Esquelético/diagnóstico por imagem , Tomografia Computadorizada por Raios X/instrumentação , Tomografia Computadorizada por Raios X/métodos , Estados Unidos , Adulto Jovem
8.
Phys Eng Sci Med ; 45(1): 157-166, 2022 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-35015205

RESUMO

Dual-energy computed tomography (DECT) has appeared as a novel approach with the aim of evaluating artery-related diseases. With the advent of DECT, concerns have been raised about the induction of diseases such as cancer due to high radiation exposure of patients. Therefore, the dose received by patients in DECT should be considered. The parameter most commonly used for patient dosimetry is the effective dose (ED). The purpose of this study is to model and validate a DECT scanner by a developed MCNP Monte Carlo code and to calculate the organ doses, the ED, and the conversion factor (k-factor) used in determining ED in the cardiac imaging protocol. To validate the DECT scanner simulation, a standard dosimetry body phantom was modeled in two radiation modes of single energy CT and DECT. The results of simulated CT dose index (CTDI) were compared with those of ImPACT or measurement data. Then dosimetry phantom was replaced by the male and female ORNL phantoms and the organ doses were calculated. The organ doses were also calculated by ImPACT dose software. In the initial validation stage, the minimum and maximum observed relative differences between results of MNCP simulation and measured were 2.77% and 5.79% for the central CTDI and 1.91% and 5.83% for the averaged peripheral CTDI, respectively. The mean ED of simulation and the ImPACT were 3.23 and 5.55 mSv/100 mAs, and the mean k-factor was 0.016 and 0.032 mSv mGy-1 cm-1 in the male and female phantoms, respectively. The k-factor obtained for males is close to the currently used k-factor, but the k-factor for females is almost twice.


Assuntos
Coração , Tomografia Computadorizada por Raios X , Feminino , Coração/diagnóstico por imagem , Humanos , Masculino , Método de Monte Carlo , Imagens de Fantasmas , Doses de Radiação , Radiometria , Tomografia Computadorizada por Raios X/instrumentação , Tomografia Computadorizada por Raios X/métodos
9.
Acta Radiol ; 63(4): 458-466, 2022 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-33709794

RESUMO

BACKGROUND: The low-tube-voltage scan generally needs a higher tube current than the conventional 120 kVp to maintain the image noise. In addition, the low-tube-voltage scan increases the photoelectric effect, which increases the radiation absorption in organs. PURPOSE: To compare the organ radiation dose caused by iodine contrast medium between low tube voltage with low contrast medium and that of conventional 120-kVp protocol with standard contrast medium. MATERIAL AND METHODS: After the propensity-matching analysis, 66 patients were enrolled including 33 patients with 120 kVp and 600 mgI/kg and 33 patients with 80 kVp and 300 mgI/kg (50% iodine reduction). The pre- and post-contrast phases were assessed in all patients. The Monte Carlo simulation tool was used to simulate the radiation dose. The computed tomography (CT) numbers for 10 organs and the organ doses were measured. The organ doses were normalized by the volume CT dose index, and the 120-kVp protocol was compared with the 80-kVp protocol. RESULTS: On contrast-enhanced CT, there were no significant differences in the mean CT numbers of the organs between 80-kVp and 120-kVp protocols except for the pancreas, kidneys, and small intestine. The normalized organ doses at 80 kVp were significantly lower than those of 120 kVp in all organs (e.g. liver, 1.6 vs. 1.9; pancreas, 1.5 vs. 1.8; spleen, 1.7 vs. 2.0) on contrast-enhanced CT. CONCLUSION: The low tube voltage with low-contrast-medium protocol significantly reduces organ doses at the same volume CT dose index setting compared with conventional 120-kVp protocol with standard contrast medium on contrast-enhanced CT.


Assuntos
Meios de Contraste , Doses de Radiação , Intensificação de Imagem Radiográfica/métodos , Tomografia Computadorizada por Raios X/instrumentação , Tomografia Computadorizada por Raios X/métodos , Imagem Corporal Total/instrumentação , Imagem Corporal Total/métodos , Adulto , Feminino , Humanos , Iodo , Masculino , Pessoa de Meia-Idade
10.
BMC Med Imaging ; 21(1): 192, 2021 12 13.
Artigo em Inglês | MEDLINE | ID: mdl-34903187

RESUMO

AIM: This study is to compare the lung image quality between shelter hospital CT (CT Ark) and ordinary CT scans (Brilliance 64) scans. METHODS: The patients who received scans with CT Ark or Brilliance 64 CT were enrolled. Their lung images were divided into two groups according to the scanner. The objective evaluation methods of signal-to-noise ratio (SNR) and contrast-to-noise ratio (CNR) were used. The subjective evaluation methods including the evaluation of the fine structure under the lung window and the evaluation of the general structure under the mediastinum window were compared. Kappa method was used to assess the reliability of the subjective evaluation. The subjective evaluation results were analyzed using the Wilcoxon rank sum test. SNR and CNR were tested using independent sample t tests. RESULTS: There was no statistical difference in somatotype of enrolled subjects. The Kappa value between the two observers was between 0.68 and 0.81, indicating good consistency. For subjective evaluation results, the rank sum test P value of fine structure evaluation and general structure evaluation by the two observers was ≥ 0.05. For objective evaluation results, SNR and CNR between the two CT scanners were significantly different (P<0.05). Notably, the absolute values ​​of SNR and CNR of the CT Ark were larger than Brilliance 64 CT scanner. CONCLUSION: CT Ark is fully capable of scanning the lungs of the COVID-19 patients during the epidemic in the shelter hospital.


Assuntos
COVID-19/diagnóstico por imagem , Pulmão/diagnóstico por imagem , Unidades Móveis de Saúde/normas , Tomografia Computadorizada por Raios X/instrumentação , Tomografia Computadorizada por Raios X/normas , Adulto , Idoso , COVID-19/epidemiologia , China/epidemiologia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Variações Dependentes do Observador , Pandemias , SARS-CoV-2 , Razão Sinal-Ruído
11.
Sci Rep ; 11(1): 22731, 2021 11 23.
Artigo em Inglês | MEDLINE | ID: mdl-34815501

RESUMO

In this study, preclinical experiments were performed with an in-house developed prototypal photon-counting detector computed tomography (PCD CT) system. The performance of the system was compared with the conventional energy-integrating detector (EID)-based CT, concerning the basic image quality biomarkers and the respective capacities for material separation. The pre- and the post-contrast axial images of a canine brain captured by the PCD CT and EID CT systems were found to be visually similar. Multi-energy images were acquired using the PCD CT system, and machine learning-based material decomposition was performed to segment the white and gray matters for the first time in soft tissue segmentation. Furthermore, to accommodate clinical applications that require high resolution acquisitions, a small, native, high-resolution (HR) detector was implemented on the PCD CT system, and its performance was evaluated based on animal experiments. The HR acquisition mode improved the spatial resolution and delineation of the fine structures in the canine's nasal turbinates compared to the standard mode. Clinical applications that rely on high-spatial resolution expectedly will also benefit from this resolution-enhancing function. The results demonstrate the potential impact on the brain tissue segmentation, improved detection of the liver tumors, and capacity to reconstruct high-resolution images both preclinically and clinically.


Assuntos
Encéfalo/patologia , Carcinoma Hepatocelular/patologia , Modelos Animais de Doenças , Neoplasias Hepáticas/patologia , Imagens de Fantasmas , Fótons , Tomografia Computadorizada por Raios X/instrumentação , Animais , Encéfalo/diagnóstico por imagem , Carcinoma Hepatocelular/diagnóstico por imagem , Meios de Contraste , Cães , Estudos de Viabilidade , Neoplasias Hepáticas/diagnóstico por imagem , Masculino , Redes Neurais de Computação , Coelhos , Tomografia Computadorizada por Raios X/métodos
12.
Sci Rep ; 11(1): 20133, 2021 10 11.
Artigo em Inglês | MEDLINE | ID: mdl-34635786

RESUMO

Tumor heterogeneity has been postulated as a hallmark of treatment resistance and a cure constraint in cancer patients. Conventional quantitative medical imaging (radiomics) can be extended to computing voxel-wise features and aggregating tumor subregions with similar radiological phenotypes (imaging habitats) to elucidate the distribution of tumor heterogeneity within and among tumors. Despite the promising applications of imaging habitats, they may be affected by variability of radiomics features, preventing comparison and generalization of imaging habitats techniques. We performed a comprehensive repeatability and reproducibility analysis of voxel-wise radiomics features in more than 500 lung cancer patients with computed tomography (CT) images and demonstrated the effect of voxel-wise radiomics variability on imaging habitats computation in 30 lung cancer patients with test-retest images. Repeatable voxel-wise features characterized texture heterogeneity and were reproducible regardless of the applied feature extraction parameters. Imaging habitats computed using robust radiomics features were more stable than those computed using all features in test-retest CTs from the same patient. Nine voxel-wise radiomics features (joint energy, joint entropy, sum entropy, maximum probability, difference entropy, Imc1, Imc2, Idn and Idmn) were repeatable and reproducible. This supports their application for computing imaging habitats in lung tumors towards the discovery of previously unseen tumor heterogeneity and the development of novel non-invasive imaging biomarkers for precision medicine.


Assuntos
Testes Diagnósticos de Rotina/métodos , Processamento de Imagem Assistida por Computador/métodos , Neoplasias Pulmonares/patologia , Tomografia Computadorizada por Raios X/instrumentação , Tomografia Computadorizada por Raios X/métodos , Humanos , Neoplasias Pulmonares/diagnóstico por imagem , Reprodutibilidade dos Testes
13.
Sci Data ; 8(1): 284, 2021 10 28.
Artigo em Inglês | MEDLINE | ID: mdl-34711848

RESUMO

With the advent of deep learning algorithms, fully automated radiological image analysis is within reach. In spine imaging, several atlas- and shape-based as well as deep learning segmentation algorithms have been proposed, allowing for subsequent automated analysis of morphology and pathology. The first "Large Scale Vertebrae Segmentation Challenge" (VerSe 2019) showed that these perform well on normal anatomy, but fail in variants not frequently present in the training dataset. Building on that experience, we report on the largely increased VerSe 2020 dataset and results from the second iteration of the VerSe challenge (MICCAI 2020, Lima, Peru). VerSe 2020 comprises annotated spine computed tomography (CT) images from 300 subjects with 4142 fully visualized and annotated vertebrae, collected across multiple centres from four different scanner manufacturers, enriched with cases that exhibit anatomical variants such as enumeration abnormalities (n = 77) and transitional vertebrae (n = 161). Metadata includes vertebral labelling information, voxel-level segmentation masks obtained with a human-machine hybrid algorithm and anatomical ratings, to enable the development and benchmarking of robust and accurate segmentation algorithms.


Assuntos
Coluna Vertebral/anatomia & histologia , Tomografia Computadorizada por Raios X , Adulto , Idoso , Algoritmos , Humanos , Processamento de Imagem Assistida por Computador , Masculino , Pessoa de Meia-Idade , Coluna Vertebral/diagnóstico por imagem , Tomografia Computadorizada por Raios X/instrumentação
14.
Sci Rep ; 11(1): 21031, 2021 10 26.
Artigo em Inglês | MEDLINE | ID: mdl-34702894

RESUMO

The aim of this study was to compare the accuracy of stereotactic CT-guided navigation and ultrasound guided navigation for placing electrodes in Irreversible electroporation in a liver phantom. A liver phantom with multiple tumours was used and interventionists placed four IRE electrodes around each tumour guided either by stereotactic CT-guided navigation or ultrasound. The goal was to place them in a perfect 20 × 20 mm square with parallel electrodes. After each treatment, a CT-scan was performed. The accuracy in pairwise electrode distance, pairwise parallelism and time per tumour was analysed. Eight interventionists placed four electrodes around 55 tumours, 25 with ultrasound and 30 with stereotactic CT-guided navigation. 330 electrode pairs were analysed, 150 with ultrasound and 180 with stereotactic CT-navigation. The absolute median deviation from the optimal distance was 1.3 mm (range 0.0 to 11.3 mm) in the stereotactic CT-navigation group versus 7.1 mm (range 0.3 to 18.1 mm) in the Ultrasound group (p < 0.001). The mean angle between electrodes in each pair was 2.7 degrees (95% CI 2.4 to 3.1 degrees) in the stereotactic CT-navigation group and 5.5 degrees (95% CI 5.0 to 6.1 degrees) in the Ultrasound group (p < 0.001). The mean time for placing the electrodes was 15:11 min (95% CI 13:05 to 17:18 min) in the stereotactic CT-navigation group and 6:40 min (95% CI 5:28 to 7:52 min) in the Ultrasound group. The use of stereotactic CT-navigation in placing IRE-electrodes in a liver phantom is more accurate, but more time consuming, compared to ultrasound guidance.


Assuntos
Fígado , Imagens de Fantasmas , Cirurgia Assistida por Computador , Tomografia Computadorizada por Raios X/instrumentação , Eletrodos , Humanos , Fígado/diagnóstico por imagem , Fígado/cirurgia , Ultrassonografia
15.
Crit Care Med ; 49(12): e1212-e1222, 2021 12 01.
Artigo em Inglês | MEDLINE | ID: mdl-34374503

RESUMO

OBJECTIVES: Prognostication of outcome is an essential step in defining therapeutic goals after cardiac arrest. Gray-white-matter ratio obtained from brain CT can predict poor outcome. However, manual placement of regions of interest is a potential source of error and interrater variability. Our objective was to assess the performance of poor outcome prediction by automated quantification of changes in brain CTs after cardiac arrest. DESIGN: Observational, derivation/validation cohort study design. Outcome was determined using the Cerebral Performance Category upon hospital discharge. Poor outcome was defined as death or unresponsive wakefulness syndrome/coma. CTs were automatically decomposed using coregistration with a brain atlas. SETTING: ICUs at a large, academic hospital with circulatory arrest center. PATIENTS: We identified 433 cardiac arrest patients from a large previously established database with brain CTs within 10 days after cardiac arrest. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Five hundred sixteen brain CTs were evaluated (derivation cohort n = 309, validation cohort n = 207). Patients with poor outcome had significantly lower radiodensities in gray matter regions. Automated GWR_si (putamen/posterior limb of internal capsule) was performed with an area under the curve of 0.86 (95%-CI: 0.80-0.93) for CTs taken later than 24 hours after cardiac arrest (similar performance in the validation cohort). Poor outcome (Cerebral Performance Category 4-5) was predicted with a specificity of 100% (95% CI, 87-100%, derivation; 88-100%, validation) at a threshold of less than 1.10 and a sensitivity of 49% (95% CI, 36-58%, derivation) and 38% (95% CI, 27-50%, validation) for CTs later than 24 hours after cardiac arrest. Sensitivity and area under the curve were lower for CTs performed within 24 hours after cardiac arrest. CONCLUSIONS: Automated gray-white-matter ratio from brain CT is a promising tool for prediction of poor neurologic outcome after cardiac arrest with high specificity and low-to-moderate sensitivity. Prediction by gray-white-matter ratio at the basal ganglia level performed best. Sensitivity increased considerably for CTs performed later than 24 hours after cardiac arrest.


Assuntos
Encéfalo/diagnóstico por imagem , Parada Cardíaca/complicações , Aprendizado de Máquina/normas , Tomografia Computadorizada por Raios X/instrumentação , Idoso , Estudos de Coortes , Feminino , Parada Cardíaca/diagnóstico por imagem , Humanos , Aprendizado de Máquina/estatística & dados numéricos , Masculino , Pessoa de Meia-Idade , Curva ROC , Tomografia Computadorizada por Raios X/métodos , Estudos de Validação como Assunto
16.
Lima; INEN; 10 ago. 2021.
Não convencional em Espanhol | BRISA/RedTESA | ID: biblio-1337715

RESUMO

ANTECEDENTES: En cumplimiento del inciso e, sobre nuestras funciones como UFETS, que dice: "Desarrollar evaluaciones de tecnologías sanitarias, incluyendo medicamentos, dispositivos y equipos médicos, procedimientos médicos o quirúrgicos y sistemas de organización, en forma sistémica y objetiva aplicadas a la salud, basándose en la mejor evidencia científica disponible", realizamos esta revisión rápida sobre la utilidad de la jeringa 10 ml precargada de solución salina (ClNa 0.9%) para la inyección de medios de contraste en tomografía computarizada o resonancia magnética. ESTRATEGIA DE BÚSQUEDA DE INFORMACIÓN: Pregunta Clínica: En pacientes con cáncer de mama, cuello uterino y estómago que requieren inyección de medios de contraste ¿Cuál es la utilidad de la jeringa 10ml precarga de solución salina (NaCl 0.9%) en la realización de una tomografía computarizada o resonancia magnética con contraste? Recolecciòn de los Manuscritos a Revisar: Tipos de estudios: La estrategia de búsqueda sistemática de información científica para el desarrollo del presente informe se realizó siguiendo las recomendaciones de la Pirámide jerárquica de la evidencia propuesta por Haynes y se consideró los siguientes estudios: Sumarios y guías de práctica clínica. Revisiones sistemáticas y/o meta-análisis. Ensayos Controlados Aleatorizados (ECA) Estudios Observacionales (cohortes, caso y control, descriptivos) No hubo limitaciones acerca de la fecha de publicación o el idioma para ningún estudio. Fuentes de información: De acceso libre o Bases de datos: Pubmed y Cochrane Fecha de búsqueda: Desde el inicio de los tiempos hasta la actualidad. Términos de Búsqueda Considerando la pregunta PICO se construyó una estrategia de búsqueda. Sin restricciones en el idioma y año. DISCUSIÓN: Durante la sesión de panel se discutió los artículos encontrados, así como las búsquedas realizadas en las principales agencias de evaluación de tecnologías sanitarias y las guías que reportan información al respecto de jeringas precargadas 10 ml NaCl 0.9%. Con respecto a los estudios encontrados se ha evidenciado que el uso de jeringas precargadas NaCl 0.9% en los 03 estudios ha sido favorable en reducción de infecciones del torrente sanguíneo relacionadas a catéter, disminución en el riesgo de reemplazo del catéter venoso periférico, disminución del riesgo para pacientes y mejoras en la seguridad de los trabajadores de salud y también podría llevar a una reducción en costos asociados. El primer estudio si bien fue realizado en pacientes oncológicos, se realizó en ambientes de quimioterapia y el segundo estudio fue un estudio cuasi experimental que abarco pacientes que acudieron o estaban en diferentes áreas hospitalarias y en el caso del tercer estudio no se logró tener acceso al manuscrito en versión extensa debido a que fue publicado hace menos de un mes y el acceso era limitado. Por ello, se ha planteado que la evidencia obtenida con respecto al uso de jeringas precargadas es indirecta por lo cual es difícil establecer una conclusión con respecto a su uso en un área específica como previo a la realización de tomografía con contraste o una resonancia magnética. CONCLUSIONES: En el Instituto Nacional de Enfermedades Neoplásicas se realizan anualmente aproximadamente 45000 exámenes radiológicos de tipo TC ó RM que requieren el uso de contraste en pacientes con cáncer de mama, estómago o cuello uterino en donde se utilizaría jeringas 10 mL precargadas con solución salina 0.9%. Se realizó una búsqueda sistemática y una búsqueda dirigida de la evidencia para evaluar la utilidad de la jeringa precargada 10 mL con solución salina 0.9% y no se encontró evidencia directa de su uso en la población específica; sin embargo, se han reportado algunos artículos científicos que encuentran evidencia favorable de su uso comparado con la jeringa cargada manualmente. Se encontraron 03 artículos que comparando la tecnología sanitaria "Jeringa 10 mL precargada con NaCl 0.9%" con la jeringa de carga manual, las jeringas precargadas presentan: un menor porcentaje de remoción de jeringa por complicaciones, reducción de la tasa de infección del torrente sanguíneo relacionada con el catéter y reducción de la tasa de fallo de colocación del catéter venoso. Adicionalmente, según informes de contraloría y en base análisis internos de la institución se ha priorizado un presupuesto para la atención del cáncer de mama, cáncer de cuello uterino y cáncer de estómago para el estadiaje y tratamiento que en base al riesgo identificado "contaminación por uso de jeringas cargadas manualmente" se establezca la medida de control "utilizar jeringa precargada previo al examen". Con respecto a la adquisición, está disponible en Latinoamérica y es de fácil adquisición a solicitud. Finalmente, en base a la evidencia encontrada y los documentos revisados a nivel institucional el panel establece la necesidad de que el área de costos realice un análisis de impacto presupuestario que nos permita conocer si la inclusión de la tecnología sanitaria "Jeringa 10 mL precargada con NaCl 0.9%" implicaría una reducción de costos en el área específica en la cual se va a implementar.


Assuntos
Humanos , Neoplasias Gástricas/diagnóstico por imagem , Seringas/provisão & distribuição , Neoplasias da Mama/diagnóstico por imagem , Espectroscopia de Ressonância Magnética/instrumentação , Tomografia Computadorizada por Raios X/instrumentação , Neoplasias do Colo do Útero/diagnóstico por imagem , Solução Salina/administração & dosagem , Análise Custo-Benefício/economia , Meios de Contraste
17.
Opt Express ; 29(13): 20558-20576, 2021 Jun 21.
Artigo em Inglês | MEDLINE | ID: mdl-34266143

RESUMO

Coded aperture X-ray CT (CAXCT) is a new low-dose imaging technology that promises far-reaching benefits in industrial and clinical applications. It places various coded apertures (CA) at a time in front of the X-ray source to partially block the radiation. The ill-posed inverse reconstruction problem is then solved using l1-norm-based iterative reconstruction methods. Unfortunately, to attain high-quality reconstructions, the CA patterns must change in concert with the view-angles making the implementation impractical. This paper proposes a simple yet radically different approach to CAXCT, which is coined StaticCodeCT, that uses a single-static CA in the CT gantry, thus making the imaging system amenable for practical implementations. Rather than using conventional compressed sensing algorithms for recovery, we introduce a new reconstruction framework for StaticCodeCT. Namely, we synthesize the missing measurements using low-rank tensor completion principles that exploit the multi-dimensional data correlation and low-rank nature of a 3-way tensor formed by stacking the 2D coded CT projections. Then, we use the FDK algorithm to recover the 3D object. Computational experiments using experimental projection measurements exhibit up to 10% gains in the normalized root mean square distance of the reconstruction using the proposed method compared with those attained by alternative low-dose systems.


Assuntos
Algoritmos , Exposição à Radiação/prevenção & controle , Tomografia Computadorizada por Raios X/métodos , Tomografia Computadorizada de Feixe Cônico/instrumentação , Tomografia Computadorizada de Feixe Cônico/métodos , Imagens de Fantasmas , Doses de Radiação , Tomografia Computadorizada por Raios X/instrumentação
18.
J Comput Assist Tomogr ; 45(3): 427-430, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34297511

RESUMO

OBJECTIVE: The aim of this study was to determine accuracy of height and weight prediction by a 3-dimensional (3D) camera. METHODS: A total of 453 patients whose computed tomography imaging used a 3D camera from December 19, 2018 to March 19, 2019 were retrospectively identified. An image of each patient was taken before the computed tomography by a 3D camera mounted to the ceiling. Using infrared imaging and machine learning algorithms, patient height and weight were estimated from this 3D camera image. A total of 363 images were used for training. The test set consisted of 90 images. The height and weight estimates were compared with true height and weight to determine absolute and percent error. A value of P < 0.05 indicated statistical significance. RESULTS: There was 2.0% (SD, 1.4) error in height estimation by the 3D camera, corresponding to 3.35 cm (SD, 2.39) absolute deviation (P = 1, n = 86). Weight estimation error was 5.1% (SD, 4.3), corresponding to 3.99 kg (SD, 3.11) absolute error (P = 0.74, n = 90). CONCLUSION: Pictures obtained from a 3D camera can accurately predict patient height and weight.


Assuntos
Pesos e Medidas Corporais/instrumentação , Imageamento Tridimensional/instrumentação , Tomografia Computadorizada por Raios X/instrumentação , Idoso , Algoritmos , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Posicionamento do Paciente , Estudos Retrospectivos , Sensibilidade e Especificidade , Gravação em Vídeo
19.
Medicine (Baltimore) ; 100(19): e25814, 2021 May 14.
Artigo em Inglês | MEDLINE | ID: mdl-34106619

RESUMO

ABSTRACT: The purpose of this phantom study is to compare radiation dose and image quality of abdominal computed tomography (CT) scanned with different tube voltages and tube currents, reconstructed with filtered back projection (FBP), hybrid iterative reconstruction (IR) and deep learning image reconstruction (DLIR) algorithms.A total of 15 CT scans of whole body phantoms were taken with 3 different tube voltages and 5 different tube currents. The images were reconstructed with FBP, 30% and 50% hybrid IR adaptive statistical iterative reconstruction (ASIR-V), and low, medium and high strength DLIR algorithms. The image scanned with tube voltage/tube current of 120 kV/ 200 mA and reconstructed with FBP algorithm was chosen as the reference image. Five radiologists independently analyzed the images individually and also compared it with the reference image in overall, using the visual grading analysis. The mean score of each image was calculated and compared.Using DLIR algorithms, the radiation dose was reduced by 65.5% to 68.1% compared with the dose used in the reference image, while maintaining comparable image quality. Using the DLIR algorithm of medium strength, the image quality was even better than the reference image with a reduced radiation dose up to 36.2% to 50.0%. The DLIR algorithms generated better quality images than ASIR-V algorithms in all the data sets. In addition, among the data sets reconstructed with DLIR algorithms, image quality was the best at the medium strength level, followed by low and high.This phantom study suggests that DLIR algorithms may be considered as a new reconstruction technique by reducing radiation dose while maintaining the image quality of abdominal CTs.


Assuntos
Abdome/diagnóstico por imagem , Aprendizado Profundo , Doses de Radiação , Exposição à Radiação/prevenção & controle , Tomografia Computadorizada por Raios X/métodos , Algoritmos , Humanos , Imagens de Fantasmas , Tomografia Computadorizada por Raios X/instrumentação
20.
Acta Med Okayama ; 75(2): 187-197, 2021 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-33953425

RESUMO

The aim of this study is to evaluate how metallic artifacts in the lumbar spine can affect images obtained from magnetic resonance (MR) sequences. We performed a phantom experiment by scanning an agar containing an orthopedic metallic implant using 64-channel multidetector row computed tomography (CT) and a 3-tesla MR unit. We compared the reproducibility in each measurement, enlargement or reduction ratio of the CT and MR measurements, and signal deviation in each voxel from the control. The reproducibility on CT and multiacquisition variable-resonance image combination selective (MAVRIC SL) was good, but that on the other MR sequences showed either fixed bias or proportional bias. The reduction ratios of the distance between the nails were significantly smaller in MAVRIC SL than in the other MR sequences after CT measurements (p<0.001, respectively). MAVRIC SL was able to reduce the metallic artifact, permitting observation of the tissue surrounding the metal with good reproducibility.


Assuntos
Vértebras Lombares/diagnóstico por imagem , Próteses e Implantes , Tomografia Computadorizada por Raios X/instrumentação , Humanos , Processamento de Imagem Assistida por Computador , Imageamento por Ressonância Magnética/instrumentação , Metais , Imagens de Fantasmas
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