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1.
AJNR Am J Neuroradiol ; 43(12): 1756-1761, 2022 12.
Artículo en Inglés | MEDLINE | ID: mdl-36423951

RESUMEN

BACKGROUND AND PURPOSE: Extracranial vessel wall MRI (EC-VWI) contributes to vasculopathy characterization. This survey study investigated EC-VWI adoption by American Society of Neuroradiology (ASNR) members and indications and barriers to implementation. MATERIALS AND METHODS: The ASNR Vessel Wall Imaging Study Group survey on EC-VWI use, frequency, applications, MR imaging systems and field strength used, protocol development approaches, vendor engagement, reasons for not using EC-VWI, ordering provider interest, and impact on clinical care was distributed to the ASNR membership between April 2, 2019, to August 30, 2019. RESULTS: There were 532 responses; 79 were excluded due to minimal, incomplete response and 42 due to redundant institutional responses, leaving 411 responses. Twenty-six percent indicated that their institution performed EC-VWI, with 66.3% performing it ≤1-2 times per month, most frequently on 3T MR imaging, with most using combined 3D and 2D protocols. Protocols most commonly included pre- and postcontrast T1-weighted imaging, TOF-MRA, and contrast-enhanced MRA. Inflammatory vasculopathy (63.3%), plaque vulnerability assessments (61.1%), intraplaque hemorrhage (61.1%), and dissection-detection/characterization (51.1%) were the most frequent applications. For those not performing EC-VWI, the reasons were a lack of ordering provider interest (63.9%), lack of radiologist time/interest (47.5%) or technical support (41.4%) for protocol development, and limited interpretation experience (44.9%) and knowledge of clinical applications (43.7%). Reasons given by 46.9% were that no providers approached radiology with interest in EC-VWI. If barriers were overcome, 51.1% of those not performing EC-VWI indicated they would perform it, and 40.6% were unsure; 48.6% did not think that EC-VWI had impacted patient management at their institution. CONCLUSIONS: Only 26% of neuroradiology groups performed EC-VWI, most commonly due to limited clinician interest. Improved provider and radiologist education, protocols, processing techniques, technical support, and validation trials could increase adoption.


Asunto(s)
Angiografía por Resonancia Magnética , Enfermedades Vasculares , Humanos , Angiografía por Resonancia Magnética/métodos , Imagenología Tridimensional , Imagen por Resonancia Magnética , Arterias Carótidas/diagnóstico por imagen
2.
AJNR Am J Neuroradiol ; 42(9): 1566-1575, 2021 09.
Artículo en Inglés | MEDLINE | ID: mdl-34326105

RESUMEN

Current guidelines for primary and secondary prevention of stroke in patients with carotid atherosclerosis are based on the quantification of the degree of stenosis and symptom status. Recent publications have demonstrated that plaque morphology and composition, independent of the degree of stenosis, are important in the risk stratification of carotid atherosclerotic disease. This finding raises the question as to whether current guidelines are adequate or if they should be updated with new evidence, including imaging for plaque phenotyping, risk stratification, and clinical decision-making in addition to the degree of stenosis. To further this discussion, this roadmap consensus article defines the limits of luminal imaging and highlights the current evidence supporting the role of plaque imaging. Furthermore, we identify gaps in current knowledge and suggest steps to generate high-quality evidence, to add relevant information to guidelines currently based on the quantification of stenosis.


Asunto(s)
Enfermedades de las Arterias Carótidas , Estenosis Carotídea , Placa Aterosclerótica , Accidente Cerebrovascular , Arterias Carótidas , Estenosis Carotídea/diagnóstico por imagen , Estenosis Carotídea/terapia , Consenso , Humanos , Placa Aterosclerótica/diagnóstico por imagen , Accidente Cerebrovascular/diagnóstico por imagen , Accidente Cerebrovascular/prevención & control
3.
AJNR Am J Neuroradiol ; 40(10): 1731-1737, 2019 10.
Artículo en Inglés | MEDLINE | ID: mdl-31558503

RESUMEN

BACKGROUND AND PURPOSE: Our aim was to assess the relationship between volume and percentage of intraplaque hemorrhage measured using CT and the occurrence of cerebrovascular events at the time of CT. MATERIALS AND METHODS: One-hundred-twenty-three consecutive subjects (246 carotid arteries) with a mean age of 69 years who underwent CTA were included in this retrospective study. Plaque volume of components and subcomponents (including intraplaque hemorrhage volume) was quantified with dedicated software. RESULTS: Forty-six arteries were excluded because no plaque was identified. In the remaining 200 carotid arteries, a statistically significant difference was found between presentation with cerebrovascular events and lipid volume (P = .002), intraplaque hemorrhage volume (P = .002), percentage of lipid (P = .002), percentage of calcium (P = .001), percentage of intraplaque hemorrhage (P = .001), percentage of lipid-intraplaque hemorrhage (P = .001), and intraplaque hemorrhage/lipid ratio (P = .001). The highest receiver operating characteristic area under the curve was obtained with the intraplaque hemorrhage volume with a value of 0.793 (P = .001), percentage of intraplaque hemorrhage with an area under the curve of 0.812 (P = .001), and the intraplaque hemorrhage/lipid ratio with an area under the curve value of 0.811 (P = .001). CONCLUSIONS: Results of our study suggest that Hounsfield unit values <25 have a statistically significant association with the presence of cerebrovascular events and that the ratio intraplaque hemorrhage/lipid volume represents a strong parameter for the association of cerebrovascular events.


Asunto(s)
Estenosis Carotídea/patología , Hemorragia Cerebral/patología , Trastornos Cerebrovasculares/etiología , Placa Aterosclerótica/patología , Anciano , Estenosis Carotídea/complicaciones , Hemorragia Cerebral/complicaciones , Femenino , Humanos , Masculino , Persona de Mediana Edad , Placa Aterosclerótica/complicaciones , Curva ROC , Estudios Retrospectivos
4.
AJNR Am J Neuroradiol ; 39(2): E9-E31, 2018 02.
Artículo en Inglés | MEDLINE | ID: mdl-29326139

RESUMEN

Identification of carotid artery atherosclerosis is conventionally based on measurements of luminal stenosis and surface irregularities using in vivo imaging techniques including sonography, CT and MR angiography, and digital subtraction angiography. However, histopathologic studies demonstrate considerable differences between plaques with identical degrees of stenosis and indicate that certain plaque features are associated with increased risk for ischemic events. The ability to look beyond the lumen using highly developed vessel wall imaging methods to identify plaque vulnerable to disruption has prompted an active debate as to whether a paradigm shift is needed to move away from relying on measurements of luminal stenosis for gauging the risk of ischemic injury. Further evaluation in randomized clinical trials will help to better define the exact role of plaque imaging in clinical decision-making. However, current carotid vessel wall imaging techniques can be informative. The goal of this article is to present the perspective of the ASNR Vessel Wall Imaging Study Group as it relates to the current status of arterial wall imaging in carotid artery disease.


Asunto(s)
Arterias Carótidas/diagnóstico por imagen , Estenosis Carotídea/diagnóstico por imagen , Túnica Íntima/diagnóstico por imagen , Túnica Media/diagnóstico por imagen , Anciano , Angiografía de Substracción Digital , Aterosclerosis/patología , Arterias Carótidas/patología , Estenosis Carotídea/patología , Consenso , Humanos , Masculino , Túnica Íntima/patología , Túnica Media/patología , Ultrasonografía , Estados Unidos
5.
Invest Ophthalmol Vis Sci ; 40(6): 1162-9, 1999 May.
Artículo en Inglés | MEDLINE | ID: mdl-10235549

RESUMEN

PURPOSE: To use high-resolution magnetic resonance (MR) images of the eye to directly measure the relationship between ciliary muscle contraction and lens response with advancing age. METHODS: A General Electric, 1.5-Tesla MR imager and a custom-designed eye imaging coil were used to collect high-resolution MR images from 25 subjects, 22 through 83 years of age. A nonmagnetic binocular stimulus apparatus was used to induce both relaxed accommodation (0.1 diopter [D]) and strong accommodative effort (8.0 D). Measurements of the ciliary muscle ring diameter (based on the inner apex), lens equatorial diameter, and lens thickness were derived from the MR images. RESULTS: Muscle contraction is present in all subjects and reduces only slightly with advancing age. A decrease in the diameter of the unaccommodated ciliary muscle ring was highly correlated with advancing age. Lens equatorial diameter does not correlate with age for either accommodative state. Although unaccommodated lens thickness (i.e., lens minor axis length) increases with age, the thickness of the lens under accommodative effort is only modestly age-dependent. CONCLUSIONS: Ciliary muscle contractile activity remains active in all subjects. A decrease in the unaccommodated ciliary muscle diameter, along with the previously noted increase in lens thickness (the "lens paradox"), demonstrates the greatest correlation with advancing age. These results support the theory that presbyopia is actually the loss in ability to disaccommodate due to increases in lens thickness, the inward movement of the ciliary ring, or both.


Asunto(s)
Envejecimiento/fisiología , Cuerpo Ciliar/fisiología , Cristalino/fisiología , Imagen por Resonancia Magnética , Contracción Muscular/fisiología , Acomodación Ocular/fisiología , Adulto , Anciano , Anciano de 80 o más Años , Cuerpo Ciliar/anatomía & histología , Humanos , Cristalino/anatomía & histología , Persona de Mediana Edad , Estimulación Luminosa
6.
Top Magn Reson Imaging ; 12(3): 205-17, 2001 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-11432578

RESUMEN

Magnetic resonance imaging (MRI) of carotid plaque has undergone significant improvements in the last decade. Early studies utilizing ex vivo specimens and spin-echo or fast spin-echo imaging led to the conclusion that T2 weighting is the best single contrast to characterize carotid plaque morphology. On these images, the fibrous plaque appears bright and the lipid core is dark; thrombus can have variable intensity. There can be an overlap in T2-weighted signal intensities among the various plaque components, which can be partially offset by the use of multispectral analysis of multiple contrast images. With improvements in coil design, sequence design, and main field and gradient capabilities, accurate in vivo differentiation and measurement of these various carotid plaque components should be possible in 3 to 5 years. Ex vivo and in vivo studies have yielded high-resolution measurements of the complex three-dimensional lumen geometry, which are being used to predict hemodynamic forces acting on the lumenal surface. Carotid plaque burden can be accurately measured in vivo today; ongoing longitudinal studies should lead to a better understanding of the relationship between plaque burden and the risk of thromboembolic complications, as well as the effect of diet and drug therapy in hyperlipidemic patients. With these developments in place or soon to be available, MRI of the diseased carotid artery wall may prove to be even more important than magnetic resonance angiography.


Asunto(s)
Enfermedades de las Arterias Carótidas/patología , Imagen por Resonancia Magnética , Humanos
7.
Ear Nose Throat J ; 77(1): 40-3, 1998 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-9473831

RESUMEN

The objective of this study was to measure the effect of a single, preoperative 10 mg dose of dexamethasone on postoperative edema associated with rhinoplasty. This was a randomized, double-blind prospective study conducted in a military academic tertiary referral center. Twenty men, aged 18 to 45 years, were enrolled in the study over 28 months. All 20 men underwent rhinoplasty with osteotomy. Preoperative magnetic resonance imaging scans were obtained on the morning of surgery and postoperative scans were obtained within 48 hours. Postoperative edema was quantified as the difference in soft tissue thickness (mm) between the pre- and postoperative scans. Contrary to our expectations, the rhinoplasty patients who received dexamethasone had increased postoperative edema (p < 0.02) when compared to patients not receiving dexamethasone. This is the first objective, double-blind study that shows an increase in postoperative edema after rhinoplasty with a single preoperative dose of dexamethasone.


Asunto(s)
Antiinflamatorios/efectos adversos , Dexametasona/efectos adversos , Edema/etiología , Enfermedades Nasales/etiología , Rinoplastia/efectos adversos , Adolescente , Adulto , Análisis de Varianza , Antiinflamatorios/administración & dosificación , Dexametasona/administración & dosificación , Método Doble Ciego , Edema/diagnóstico , Edema/prevención & control , Humanos , Imagen por Resonancia Magnética , Masculino , Persona de Mediana Edad , Enfermedades Nasales/diagnóstico , Enfermedades Nasales/prevención & control , Cuidados Preoperatorios , Estudios Prospectivos
8.
AJNR Am J Neuroradiol ; 34(5): 1049-55, S1, 2013 May.
Artículo en Inglés | MEDLINE | ID: mdl-23194832

RESUMEN

BACKGROUND AND PURPOSE: Men have a greater prevalence of high-risk carotid plaque features associated with stroke compared with women who have ≥50% stenosis, but little is known about these features in less significantly stenotic carotid arteries. This study aims to evaluate sex differences in complicated carotid plaque features in asymptomatic patients with <50% stenosis. MATERIALS AND METHODS: Ninety-six patients (50 men, 46 women) with <50% carotid stenosis on MRA who had been referred for analysis of contralateral >50% carotid stenosis were included. The associations between sex and plaque features as identified by 3T MR carotid plaque imaging were examined by using logistic and linear regression models controlling for demographic characteristics, MRA stenosis, and the presence of contralateral plaque features. RESULTS: The presence of a thin/ruptured fibrous cap (16% versus 2%, adjusted odds ratio = 8.57, P = .047), IPH (24% versus 6%, adjusted odds ratio = 4.53, P = .027), and American Heart Association type VI plaque (26% versus 6%, adjusted odds ratio = 5.04, P = .017) was significantly higher in men than in women. These associations remained significant following adjustment for contralateral plaque features. Men demonstrated a larger percentage volume of LR/NC (median, 1.66% versus -0.21%; P < .01). Calcification was not significantly associated with sex. CONCLUSIONS: There is a sex difference of higher risk carotid plaque features during the early stage of disease seen in patients recruited for MR imaging evaluation of contralateral moderate-to-severe stenosis. Given the potential of using LR/NC without or with IPH to monitor therapy, these results indicate the possible importance of sex-based management in patients with asymptomatic carotid atherosclerosis across all stages of carotid stenosis.


Asunto(s)
Arterias Carótidas/patología , Estenosis Carotídea/epidemiología , Estenosis Carotídea/patología , Angiografía por Resonancia Magnética/estadística & datos numéricos , Anciano , Femenino , Humanos , Masculino , Michigan/epidemiología , Prevalencia , Reproducibilidad de los Resultados , Factores de Riesgo , Sensibilidad y Especificidad , Distribución por Sexo
9.
AJNR Am J Neuroradiol ; 33(9): 1740-6, 2012 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-22517285

RESUMEN

BACKGROUND AND PURPOSE: There have been few neuroimaging studies of pediatric CM, a common often fatal tropical condition. We undertook a prospective study of pediatric CM to better characterize the MRI features of this syndrome, comparing findings in children meeting a stringent definition of CM with those in a control group who were infected with malaria but who were likely to have a nonmalarial cause of coma. MATERIALS AND METHODS: Consecutive children admitted with traditionally defined CM (parasitemia, coma, and no other coma etiology evident) were eligible for this study. The presence or absence of malaria retinopathy was determined. MRI findings in children with ret+ CM (patients) were compared with those with ret- CM (controls). Two radiologists blinded to retinopathy status jointly developed a scoring procedure for image interpretation and provided independent reviews. MRI findings were compared between patients with and without retinopathy, to assess the specificity of changes for patients with very strictly defined CM. RESULTS: Of 152 children with clinically defined CM, 120 were ret+, and 32 were ret-. Abnormalities much more common in the patients with ret+ CM were markedly increased brain volume; abnormal T2 signal intensity; and DWI abnormalities in the cortical, deep gray, and white matter structures. Focal abnormalities rarely respected arterial vascular distributions. Most of the findings in the more clinically heterogeneous ret- group were normal, and none of the abnormalities noted were more prevalent in controls. CONCLUSIONS: Distinctive MRI findings present in patients meeting a stringent definition of CM may offer insights into disease pathogenesis and treatment.


Asunto(s)
Encéfalo/patología , Imagen por Resonancia Magnética/estadística & datos numéricos , Malaria Cerebral/epidemiología , Malaria Cerebral/patología , Enfermedad Aguda , Preescolar , Femenino , Humanos , Malaui/epidemiología , Masculino , Prevalencia , Reproducibilidad de los Resultados , Medición de Riesgo , Sensibilidad y Especificidad
10.
AJNR Am J Neuroradiol ; 31(6): 1068-75, 2010 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-20093315

RESUMEN

BACKGROUND AND PURPOSE: The presence of IPH and/or FCR in the carotid atherosclerotic plaque indicates a high-risk lesion. The aim of this multicenter cross-sectional study was to establish the characteristics of lesions that may precede IPH and/or FCR. We further sought to construct a CAS that stratifies carotid disease severity. MATERIALS AND METHODS: Three hundred forty-four individuals from 4 imaging centers with 16%-99% carotid stenosis by duplex sonography underwent carotid MR imaging. In approximately 60% of the study sample (training group), multivariate analysis was used to determine factors associated with IPH and FCR. Statistically significant parameters identified during multivariate analysis were used to construct CAS. CAS was then applied to the remaining arteries (40%, test group), and the accuracy of classification for determining the presence versus absence of IPH or, separately, FCR was determined by ROC analysis and calculation of the AUC. RESULTS: The maximum proportion of the arterial wall occupied by the LRNC was the strongest predictor of IPH (P < .001) and FCR (P < .001) during multivariate analysis of the training group. The subsequently derived CAS applied to the test group was an accurate classifier of IPH (AUC = 0.91) and FCR (AUC = 0.93). Compared with MRA stenosis, CAS was a stronger classifier of both IPH and FCR. CONCLUSIONS: LRNC quantification may be an effective complementary strategy to stenosis for classifying carotid atherosclerotic disease severity. CAS forms the foundation for a simple imaging-based risk-stratification system in the carotid artery to classify severity of atherosclerotic disease.


Asunto(s)
Arterias Carótidas/patología , Enfermedades de las Arterias Carótidas/epidemiología , Enfermedades de las Arterias Carótidas/patología , Imagen por Resonancia Magnética , Índice de Severidad de la Enfermedad , Anciano , Arterias Carótidas/diagnóstico por imagen , Enfermedades de las Arterias Carótidas/diagnóstico por imagen , Estudios Transversales , Femenino , Humanos , Masculino , Persona de Mediana Edad , Análisis Multivariante , Prevalencia , Curva ROC , Factores de Riesgo , Ultrasonografía Doppler Dúplex
11.
AJNR Am J Neuroradiol ; 31(8): 1395-402, 2010 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-20651015

RESUMEN

BACKGROUND AND PURPOSE: Recent research has suggested the importance of plaque composition to identify patients at risk for stroke. This study aims to identify specific plaque features on 3T carotid MR imaging and CE-MRA associated with recent carotid thromboembolic symptoms in patients with mild/moderate versus severe stenosis. MATERIALS AND METHODS: Ninety-seven consecutive patients (symptomatic, 13; asymptomatic, 84) with 50%-99% stenosis by sonography or CT angiography underwent carotid plaque imaging combined with MRA at 3T. The symptomatic carotid artery or the most stenotic asymptomatic carotid artery was chosen as the index vessel to be analyzed. Plaque features were compared by symptomatic status in patients with mild/moderate (30%-70%) versus severe (70%-99%) stenosis on MRA. RESULTS: Ninety (92.8%) patients had sufficient image quality for interpretation. In 50 patients with mild/moderate stenosis, there were significant associations between the presence of the following plaque characteristics and symptoms: thin/ruptured fibrous cap (100% versus 36%, P = .006) and lipid-rich necrotic core (100% versus 39%, P = .022), with marginal association with hemorrhage (86% versus 33%, P = .055). In 40 patients with severe stenosis, only the angiographic presence of ulceration (86% versus 36%, P = .039) was associated with symptoms. CONCLUSIONS: Several plaque components identified on 3T MR imaging are correlated with recent ipsilateral carotid thromboembolic symptoms. These preliminary results also suggest that associations between plaque characteristics and symptom history may vary by degree of stenosis. If confirmed in larger studies, carotid MR imaging may distinguish stable from unstable lesions, particularly in individuals with mild/moderate stenosis in whom the role of surgical intervention is currently unclear.


Asunto(s)
Arterias Carótidas/patología , Estenosis Carotídea/patología , Angiografía por Resonancia Magnética/métodos , Accidente Cerebrovascular/patología , Tromboembolia/patología , Anciano , Estenosis Carotídea/epidemiología , Medios de Contraste , Femenino , Lateralidad Funcional , Humanos , Modelos Logísticos , Angiografía por Resonancia Magnética/estadística & datos numéricos , Masculino , Persona de Mediana Edad , Prevalencia , Estudios Retrospectivos , Índice de Severidad de la Enfermedad , Accidente Cerebrovascular/epidemiología , Tromboembolia/epidemiología
12.
Neuroradiology ; 39(7): 461-8, 1997 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-9258920

RESUMEN

We prospectively studied 15 patients to assess 2D time-of-flight (TOF) magnetic resonance angiography (MRA) with concatenated saturation bands for determining the direction of intracranial blood flow. This MRA sequence was compared to T2-weighted spin-echo MRI, 3D-TOF MRA, and intra-arterial angiography (IAA) as regards demonstration of vessels and determination of the direction of flow in the circle of Willis and its branches. The 2D-TOF MRA sequence demonstrated flow in 98.5% vessel segments identified on IAA, 3D-TOF demonstrating 92% and spin-echo images 77%. The direction of flow shown on the 2D-TOF sequence was correct in 94% when compared to conventional angiography, the remaining six segments not demonstrating flow. In ten patients, the flow abnormalities demonstrated by this MRA technique provided clinical information similar to that of conventional angiography in nine, but it was incomplete in three, and misleading in one. Slow retrograde flow in ophthalmic artery collaterals and differentiation of arteries and veins presented some problems. 2D-TOF MRA with concatenated saturation bands provides flow direction information using widely available, easily applicable TOF techniques, and can be a useful adjunct to MRI and MRA if information on flow direction is needed.


Asunto(s)
Encéfalo/irrigación sanguínea , Trastornos Cerebrovasculares/diagnóstico , Angiografía por Resonancia Magnética/instrumentación , Arterias/patología , Velocidad del Flujo Sanguíneo/fisiología , Angiografía Cerebral/instrumentación , Trastornos Cerebrovasculares/fisiopatología , Humanos , Procesamiento de Imagen Asistido por Computador/instrumentación , Imagen por Resonancia Magnética/instrumentación , Estudios Prospectivos , Valores de Referencia , Flujo Sanguíneo Regional/fisiología , Sensibilidad y Especificidad
13.
AJR Am J Roentgenol ; 175(5): 1371-3, 2000 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-11044045

RESUMEN

OBJECTIVE: Our goal was to implement an interactive neuroradiologic teaching file that can be accessed on the Internet and easily expanded to include radiologic, clinical, and pathologic correlation. CONCLUSION: Our growing interactive neuroradiologic teaching file is available on the Internet. It provides an easily accessed database of interesting cases to aid in the study or analysis of difficult cases.


Asunto(s)
Internet , Neurología/educación , Radiología/educación , Enseñanza/métodos , Interfaz Usuario-Computador , Gráficos por Computador , Seguridad Computacional , Confidencialidad , Bases de Datos como Asunto , Diagnóstico por Imagen , Humanos , Almacenamiento y Recuperación de la Información , Sistemas de Información Radiológica
14.
Radiology ; 195(1): 73-81, 1995 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-7892498

RESUMEN

PURPOSE: To explore the potential for the information superhighway to provide radiologists with new opportunities. MATERIALS AND METHODS: The Internet was used as the communication and distribution medium. MOSAIC, a graphical interface, provided access for clients, and a computer was used to serve text, images, sound, and cine onto the Internet. RESULTS: The system can be used to send reports and images to referring physicians or consulting radiologists; to provide a large database that is constantly available; to provide an increasing collection of teaching files; and to distribute interactive, multimedia teaching tools that can be used on any computer system. The use of the MOSAIC interface facilitates interaction, which allows users with limited computer experience to access the system. CONCLUSION: The Internet can dramatically expand the ways radiologists interact with their colleagues. These preliminary results indicate that there will be great challenges and opportunities for improving care and teaching in the future.


Asunto(s)
Redes de Comunicación de Computadores , Sistemas de Información Radiológica , Programas Informáticos , Telemedicina , Sistemas de Computación , Bases de Datos Factuales , Humanos , Sistemas de Registros Médicos Computarizados , Radiología/educación , Interfaz Usuario-Computador
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