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1.
J Nucl Cardiol ; 24(2): 494-501, 2017 04.
Artículo en Inglés | MEDLINE | ID: mdl-26780529

RESUMEN

BACKGROUND: We assessed the relationship between coronary artery calcium (CAC) score, myocardial blood flow (MBF) and coronary flow reserve (CFR) in patients undergoing hybrid 82Rb positron emission tomography (PET)/computed tomography (CT) imaging for suspected CAD. We also evaluated if CAC score is able to predict a reduced CFR independently from conventional coronary risk factors. METHODS: A total of 637 (mean age 58 ± 13 years) consecutive patients were studied. CAC score was measured according to the Agatston method and patients were categorized into 4 groups (0, 0.01-99.9, 100-399.9, and ≥400). Baseline and hyperemic MBF were automatically quantified. CFR was calculated as the ratio of hyperemic to baseline MBF and it was considered reduced when <2. RESULTS: Global CAC score showed a significant inverse correlation with hyperemic MBF and CFR (both P < .001), while no correlation between CAC score and baseline MBF was found. At multivariable logistic regression analysis age, diabetes and CAC score were independently associated with reduced CFR (all P < .001). The addition of CAC score to clinical data increased the global chi-square value for predicting reduced CFR from 81.01 to 91.13 (P < .01). Continuous net reclassification improvement, obtained by adding CAC score to clinical data, was 0.36. CONCLUSIONS: CAC score provides incremental information about coronary vascular function over established CAD risk factors in patients with suspected CAD and it might be helpful for identifying those with a reduced CFR.


Asunto(s)
Velocidad del Flujo Sanguíneo , Enfermedad de la Arteria Coronaria/diagnóstico por imagen , Enfermedad de la Arteria Coronaria/fisiopatología , Circulación Coronaria , Tomografía Computarizada por Tomografía de Emisión de Positrones/métodos , Radioisótopos de Rubidio , Comorbilidad , Enfermedad de la Arteria Coronaria/epidemiología , Femenino , Reserva del Flujo Fraccional Miocárdico , Humanos , Italia/epidemiología , Masculino , Persona de Mediana Edad , Imagen de Perfusión Miocárdica/métodos , Prevalencia , Radiofármacos , Reproducibilidad de los Resultados , Sensibilidad y Especificidad , Estadística como Asunto , Calcificación Vascular
2.
J Nucl Cardiol ; 23(6): 1457-1466, 2016 12.
Artículo en Inglés | MEDLINE | ID: mdl-26403147

RESUMEN

BACKGROUND: Quantitative assessment of [18F]-FDG PET/CT images has been shown to be useful in the diagnosis of cardiac implantable electronic device (CIED) infection. This study aimed to compare the accuracy of various quantitative methods, using the same patient cohort and to assess the utility of dual time point imaging. METHODS: The study comprised a retrospective review of 80 [18F]-FDG PET/CT studies. Of these, 41 were oncological patients with an asymptomatic CIED in situ (Group 1), and 39 were studies performed in patients with symptomatic devices. Of these, 14 were subsequently deemed on follow-up to be non-infected (Group 2), and 25 confirmed as infected post-device extraction (Group 3). Ratios of maximal uptake around the CIED in both the attenuation corrected and non-attenuation corrected images were calculated to regions of normal physiological uptake, along with the maximal standardized uptake value (SUVmax) alone. Receiver operating characteristic analysis was performed for all methods at both time points. Measurement reliability was assessed using the intraclass correlation coefficient (ICC). RESULTS: Using Group 1 as a reference, all methods gave an area under the curve (AUC) greater than 0.93. Using Group 2 as reference, the accuracy varied greatly, with AUC values ranging from 0.71 to 0.97. The hepatic blood pool (HBP) ratio gave the highest AUC values. The calculated ICC values for each method showed the SUVmax and HBP measurement to have the greatest reliability, with values of 1.0 and 0.97, respectively. CONCLUSIONS: Quantitation of [18F] FDG uptake was found to have a high degree of accuracy in confirming the diagnosis of CIED infection. Normalization to HBP uptake was found to give the greatest AUC and demonstrated excellent reliability. Inconsistencies from published data indicate that individual imaging centers should only use published data for guidance.


Asunto(s)
Desfibriladores Implantables/efectos adversos , Fluorodesoxiglucosa F18/farmacocinética , Miocarditis/etiología , Miocarditis/metabolismo , Marcapaso Artificial/efectos adversos , Tomografía Computarizada por Tomografía de Emisión de Positrones/métodos , Infecciones Relacionadas con Prótesis/etiología , Infecciones Relacionadas con Prótesis/metabolismo , Adulto , Anciano , Anciano de 80 o más Años , Femenino , Humanos , Masculino , Persona de Mediana Edad , Miocarditis/diagnóstico por imagen , Infecciones Relacionadas con Prótesis/diagnóstico por imagen , Radiofármacos/farmacocinética , Reproducibilidad de los Resultados , Sensibilidad y Especificidad , Resultado del Tratamiento
3.
J Nucl Cardiol ; 22(1): 219-20, 2015 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-25112539

RESUMEN

Software-based metal artefact reduction (MAR) techniques are available to reduce artefacts from cardiac implantable electronic devices (CIED) in the CT data. The impact of disabling MAR techniques on quantification of 18F-FDG uptake around the CIED has not been examined. We consider the importance of enabling MAR in patients with suspected CIED infection to prevent inaccuracies in quantification of tissue tracer uptake on the attenuation-corrected PET images.


Asunto(s)
Desfibriladores Implantables/efectos adversos , Marcapaso Artificial/efectos adversos , Infecciones Relacionadas con Prótesis/diagnóstico , Algoritmos , Artefactos , Electrónica Médica , Reacciones Falso Positivas , Radioisótopos de Flúor/química , Humanos , Procesamiento de Imagen Asistido por Computador , Metales/química , Imagen Multimodal , Reconocimiento de Normas Patrones Automatizadas , Tomografía de Emisión de Positrones , Programas Informáticos , Tomografía Computarizada por Rayos X
4.
J Cardiovasc Magn Reson ; 16: 11, 2014 Jan 24.
Artículo en Inglés | MEDLINE | ID: mdl-24460930

RESUMEN

BACKGROUND: Quantitative assessment of myocardial blood flow (MBF) from cardiovascular magnetic resonance (CMR) perfusion images appears to offer advantages over qualitative assessment. Currently however, clinical translation is lacking, at least in part due to considerable disparity in quantification methodology. The aim of this study was to evaluate the effect of common methodological differences in CMR voxel-wise measurement of MBF, using position emission tomography (PET) as external validation. METHODS: Eighteen subjects, including 9 with significant coronary artery disease (CAD) and 9 healthy volunteers prospectively underwent perfusion CMR. Comparison was made between MBF quantified using: 1. Calculated contrast agent concentration curves (to correct for signal saturation) versus raw signal intensity curves; 2. Mid-ventricular versus basal-ventricular short-axis arterial input function (AIF) extraction; 3. Three different deconvolution approaches; Fermi function parameterization, truncated singular value decomposition (TSVD) and first-order Tikhonov regularization with b-splines. CAD patients also prospectively underwent rubidium-82 PET (median interval 7 days). RESULTS: MBF was significantly higher when calculated using signal intensity compared to contrast agent concentration curves, and when the AIF was extracted from mid- compared to basal-ventricular images. MBF did not differ significantly between Fermi and Tikhonov, or between Fermi and TVSD deconvolution methods although there was a small difference between TSVD and Tikhonov (0.06 mL/min/g). Agreement between all deconvolution methods was high. MBF derived using each CMR deconvolution method showed a significant linear relationship (p<0.001) with PET-derived MBF however each method underestimated MBF compared to PET (by 0.19 to 0.35 mL/min/g). CONCLUSIONS: Variations in more complex methodological factors such as deconvolution method have no greater effect on estimated MBF than simple factors such as AIF location and observer variability. Standardization of the quantification process will aid comparison between studies and may help CMR MBF quantification enter clinical use.


Asunto(s)
Enfermedad de la Arteria Coronaria/diagnóstico , Circulación Coronaria , Interpretación de Imagen Asistida por Computador , Imagen por Resonancia Magnética/métodos , Imagen de Perfusión Miocárdica/métodos , Tomografía de Emisión de Positrones , Adulto , Anciano , Velocidad del Flujo Sanguíneo , Estudios de Casos y Controles , Enfermedad de la Arteria Coronaria/diagnóstico por imagen , Enfermedad de la Arteria Coronaria/fisiopatología , Estudios de Factibilidad , Femenino , Humanos , Masculino , Persona de Mediana Edad , Variaciones Dependientes del Observador , Valor Predictivo de las Pruebas , Estudios Prospectivos , Flujo Sanguíneo Regional , Reproducibilidad de los Resultados
5.
Br Med Bull ; 107: 87-100, 2013.
Artículo en Inglés | MEDLINE | ID: mdl-23966422

RESUMEN

INTRODUCTION: Myocardial perfusion scintigraphy (MPS) is an established non-invasive technique for the diagnosis and management of patients with suspected or known coronary artery disease. Because of the wealth of prognostic data, MPS single photon emission computed tomography (SPECT) is the most commonly used functional test to detect inducible ischaemia. However, the increasing availability of positron emission tomography (PET) scanners for oncology along with the introduction of the generator-produced PET tracer rubidium-82 (8²Rb) has helped the growth of MPS PET. SOURCES OF DATA: Relevant review articles, primary literature and clinical guidelines identified through medical literature search engines. AREAS OF AGREEMENT: PET offers advantages over SPECT, including increased patient throughput because of rapid scanning protocols, reduced radiation exposure to patients and the ability to quantify tracer distribution accurately and hence measure myocardial perfusion in millilitre per gram per minute and hence myocardial perfusion reserve (MPR). AREAS OF CONTROVERSY: Although PET has advantages over SPECT, there are no large-scale prognostic or cost-effectiveness data to support it use as the primary MPS technique. GROWING POINTS: A wider use of absolute measurements of perfusion has the potential to improve diagnostic accuracy and to add prognostic value over relative assessment of myocardial perfusion. AREAS TIMELY FOR DEVELOPING RESEARCH: Assessment of absolute myocardial perfusion may provide insight into the effects of traditional risk factors on perfusion reserve and the impact of risk factor modifications on progression of coronary artery disease.


Asunto(s)
Enfermedad de la Arteria Coronaria/diagnóstico por imagen , Enfermedad de la Arteria Coronaria/diagnóstico , Tomografía de Emisión de Positrones/métodos , Radioisótopos de Rubidio , Tomografía Computarizada de Emisión de Fotón Único/métodos , Cardiología , Humanos , Imagen de Perfusión/métodos
6.
Clin Physiol Funct Imaging ; 26(5): 301-4, 2006 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-16939508

RESUMEN

To assess the value of ECG-gating for the diagnosis of myocardial infarction using myocardial perfusion scintigraphy (MPS) and an artificial neural network. A total of 422 patients referred for MPS were studied using a one day (99m)Tc-tetrofosmin protocol. Adenosine stress combined with submaximal dynamic exercise was used. The images were interpreted by one of three experienced clinicians and these interpretations regarding the presence or absence of myocardial infarction were used as the standard. A fully automated method using artificial neural networks was compared with the clinical interpretation. Either perfusion data alone or a combination of perfusion and function from ECG-gated images were used as input to different artificial neural networks. After a training session, the two types of neural networks were evaluated in separate test groups using an eightfold cross-validation procedure. The neural networks trained with both perfusion and ECG-gated images had a 4-7% higher specificity compared with the corresponding networks using perfusion data only, in four of five segments compared at the same level of sensitivity. The greatest improvement in specificity, from 70% to 77%, was seen in the inferior segment. In the septal and lateral segments the specificity rose from 73% to 77% and from 81% to 85%, respectively. In the anterior segment, the increase in specificity from 93% to 94% by adding functional data was not significant. The addition of functional information from ECG-gated MPS is of value for the diagnosis of myocardial infarction using an automated method of interpreting myocardial perfusion images.


Asunto(s)
Electrocardiografía/métodos , Infarto del Miocardio/diagnóstico , Infarto del Miocardio/terapia , Miocardio/patología , Angiografía por Radionúclidos/métodos , Adenosina/metabolismo , Automatización , Diagnóstico por Computador , Humanos , Redes Neurales de la Computación , Compuestos Organofosforados , Compuestos de Organotecnecio , Perfusión , Interpretación de Imagen Radiográfica Asistida por Computador , Radiofármacos , Sensibilidad y Especificidad
7.
Nucl Med Commun ; 26(2): 103-7, 2005 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-15657501

RESUMEN

BACKGROUND AND AIM: The Cedars-Sinai Quantitative Gated Single Photon Emission Computed Tomography (SPECT) (QGS) program, used to quantify left ventricular function parameters from gated myocardial perfusion scintigraphy (MPS), has been extensively validated and compared with other methods of quantification. However, little is known about the reproducibility of QGS on different processing systems. This study compared the findings of QGS running on workstations provided by two different manufacturers. METHODS: Gated rest MPS studies of 50 patients were analysed retrospectively. Filtered back-projection (FBP) was performed using identical parameters on Philips Pegasys and Nuclear Diagnostics Hermes workstations to produce gated short-axis (SA) slices. In addition, the gated SA slices reconstructed on the Pegasys were transferred to the Hermes. QGS was used to calculate the end-diastolic volume (EDV), end-systolic volume (ESV) and left ventricular ejection fraction (LVEF) in each case. RESULTS: The mean+/-standard deviation differences between the Pegasys and Hermes function parameters were -7.06+/-3.91 ml (EDV), -5.54+/-3.21 ml (ESV) and +1.14%+/-1.43% (LVEF) when data were reconstructed on different systems, and -0.16+/-1.58 ml (EDV), -0.10+/-1.02 ml (ESV) and +0.14%+/-0.73% (LVEF) when data were reconstructed on the same system. Bland-Altman plots showed definite trends for EDV and ESV for data reconstructed on different systems, but no trends were seen for data reconstructed on the same system. CONCLUSIONS: When data were reconstructed on two separate systems, the difference between the function parameters obtained from Pegasys and Hermes could be ascribed to differences in the reconstruction process on each system despite the use of identical parameters (filters, etc). However, when the same reconstructed data were analysed on both systems, no significant difference in left ventricular function parameters was observed.


Asunto(s)
Algoritmos , Enfermedad de la Arteria Coronaria/diagnóstico por imagen , Imagen de Acumulación Sanguínea de Compuerta/métodos , Aumento de la Imagen/métodos , Interpretación de Imagen Asistida por Computador/métodos , Tomografía Computarizada de Emisión de Fotón Único/métodos , Disfunción Ventricular Izquierda/diagnóstico por imagen , Anciano , Anciano de 80 o más Años , Enfermedad de la Arteria Coronaria/complicaciones , Femenino , Humanos , Masculino , Persona de Mediana Edad , Pronóstico , Reproducibilidad de los Resultados , Estudios Retrospectivos , Sensibilidad y Especificidad , Programas Informáticos , Disfunción Ventricular Izquierda/etiología
8.
Eur Heart J Cardiovasc Imaging ; 16(5): 521-30, 2015 May.
Artículo en Inglés | MEDLINE | ID: mdl-25651856

RESUMEN

AIMS: To examine the utility of (18)F-fluorodeoxyglucose positron emission tomography/computed tomography ((18)F-FDG PET/CT) in the early diagnosis of cardiac implantable electronic device (CIED) generator pocket infection. METHODS AND RESULTS: A total of 86 patients with CIEDs were evaluated with (18)F-FDG PET/CT imaging: 46 with suspected generator pocket infection and 40 without any history of infection. (18)F-FDG activity in the region of the generator pocket was expressed as a semi-quantitative ratio (SQR)-defined as the maximum count rate around the CIED divided by the mean count rate between normal right and left lung parenchyma. All patients underwent standard clinical management, independent of the PET/CT result. Patients with suspected generator pocket infection that required CIED extraction (n = 32) had significantly higher (18)F-FDG activity compared with those that did not (n = 14), and compared with controls (n = 40) [SQR: 4.80 (3.18-7.05) vs. 1.40 (0.88-1.73) vs. 1.10 (0.98-1.40), respectively; P < 0.001]. On receiver operator characteristic analysis, SQR had a high diagnostic accuracy (area under curve = 0.98) for the early identification of patients with confirmed infection (i.e. those ultimately needing extraction)-with an optimal SQR cut-off value of >2.0 (sensitivity = 97%; specificity = 98%). CONCLUSION: This study highlights the potential benefits of evaluating patients with suspected CIED generator pocket infection using (18)F-FDG PET/CT. In this study, (18)F-FDG PET/CT had a high diagnostic accuracy in the early diagnosis of CIED generator pocket infection, even where initial clinical signs were underwhelming.


Asunto(s)
Desfibriladores Implantables/efectos adversos , Imagen Multimodal , Tomografía de Emisión de Positrones , Infecciones Relacionadas con Prótesis/diagnóstico por imagen , Tomografía Computarizada por Rayos X , Anciano , Anciano de 80 o más Años , Remoción de Dispositivos , Diagnóstico Precoz , Ecocardiografía , Femenino , Fluorodesoxiglucosa F18 , Humanos , Interpretación de Imagen Asistida por Computador , Masculino , Persona de Mediana Edad , Estudios Prospectivos , Infecciones Relacionadas con Prótesis/cirugía , Radiofármacos , Sensibilidad y Especificidad
9.
Nucl Med Commun ; 35(4): 372-81, 2014 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-24445670

RESUMEN

OBJECTIVES: Computed tomography (CT) automatic exposure control (AEC) systems are now used in all modern PET-CT scanners. A collaborative study was undertaken to compare AEC techniques of the three major PET-CT manufacturers for fluorine-18 fluorodeoxyglucose half-body oncology imaging. MATERIALS AND METHODS: An audit of 70 patients was performed for half-body CT scans taken on a GE Discovery 690, Philips Gemini TF and Siemens Biograph mCT (all 64-slice CT). Patient demographic and dose information was recorded and image noise was calculated as the SD of Hounsfield units in the liver. A direct comparison of the AEC systems was made by scanning a Rando phantom on all three systems for a range of AEC settings. RESULTS: The variation in dose and image quality with patient weight was significantly different for all three systems, with the GE system showing the largest variation in dose with weight and Philips the least. Image noise varied with patient weight in Philips and Siemens systems but was constant for all weights in GE. The z-axis mA profiles from the Rando phantom demonstrate that these differences are caused by the nature of the tube current modulation techniques applied. The mA profiles varied considerably according to the AEC settings used. CONCLUSION: CT AEC techniques from the three manufacturers yield significantly different tube current modulation patterns and hence deliver different doses and levels of image quality across a range of patient weights. Users should be aware of how their system works and of steps that could be taken to optimize imaging protocols.


Asunto(s)
Fluorodesoxiglucosa F18 , Imagen Multimodal/métodos , Neoplasias/diagnóstico por imagen , Tomografía de Emisión de Positrones/métodos , Tomografía Computarizada por Rayos X/métodos , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Automatización , Femenino , Humanos , Masculino , Persona de Mediana Edad , Imagen Multimodal/instrumentación , Fantasmas de Imagen , Tomografía de Emisión de Positrones/instrumentación , Dosis de Radiación , Tomografía Computarizada por Rayos X/instrumentación , Adulto Joven
10.
Nucl Med Commun ; 35(8): 832-8, 2014 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-24751703

RESUMEN

OBJECTIVE: The Digirad Cardius XACT is an upright myocardial perfusion imaging (MPI) single photon emission computed tomography system offering low-dose computed tomography for attenuation correction (AC). This study compares patient acceptability and image appearance for both non-AC and AC images on the XACT with supine MPI performed on a GE Infinia Hawkeye. PATIENTS AND METHODS: A total of 47 patients [29 male patients; mean (range) BMI, 29.1 (21.0-57.5) kg/m] referred for routine MPI underwent rest and stress MPI on the XACT and Infinia. Non-AC and AC bullseye plots were created and uptake scores were recorded in each of five segments. All studies were reported by an experienced observer with clinical details available. A patient questionnaire was used to determine the relative comfort with the two systems. RESULTS: Perfusion patterns on upright and supine non-AC images were significantly different and displayed a notable distinction between sexes. Perfusion patterns on upright and supine AC images were similar for both male and female patients, although some discrepancies between diagnostic reports still existed. A strong preference for upright imaging was demonstrated by the patient questionnaire. CONCLUSION: Changes in soft-tissue and diaphragmatic attenuation between upright and supine MPI can be overcome with the addition of AC. However, clinicians should still ensure that they are aware of typical artefacts produced by upright and supine imaging.


Asunto(s)
Procesamiento de Imagen Asistido por Computador , Imagen de Perfusión Miocárdica/métodos , Posición Supina , Femenino , Humanos , Masculino , Imagen de Perfusión Miocárdica/instrumentación , Aceptación de la Atención de Salud , Tomografía Computarizada de Emisión de Fotón Único
11.
Nucl Med Commun ; 35(10): 1032-7, 2014 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-25014243

RESUMEN

OBJECTIVE: Rubidium-82 (Rb-82) PET myocardial perfusion imaging (MPI) has superior diagnostic accuracy, at least similar prognostic value, and lower patient radiation exposure when compared with technetium-99m single-photon emission computed tomography (Tc-99m SPECT) MPI. The aim of this study was to compare occupational radiation exposure from the two modalities and show that improvements for the patient do not come at a cost to staff. MATERIALS AND METHODS: Electronic personal dosimeters were worn by staff involved in the administration and imaging of routine clinical Tc-99m SPECT and Rb-82 PET MPI, and during tracer production and QC. To estimate dose to the staff in the event of a medical emergency, a survey meter was placed in close contact with the patient during Rb-82 infusion and imaging, and immediately after administration for Tc-99m SPECT. RESULTS: Mean (SD) whole-body effective dose to staff during a single MPI procedure was 0.4 (0.4) µSv for Rb-82 PET (1110 MBq) and 3.3 (1.7) µSv for Tc-99m SPECT (350 MBq). Staff effective dose during tracer production and QC was low (<0.2 µSv/patient) and comparable between tracers. An additional effective dose was measured at close contact to the patient during, and immediately after, tracer administration, although this will not pose a significant radiation risk to staff with either technique as long as this is not routine practice. CONCLUSION: There is a significant reduction in effective dose during Rb-82 PET when compared with Tc-99m SPECT MPI because of the short half-life of Rb-82 and reduced patient contact.


Asunto(s)
Imagen de Perfusión Miocárdica , Exposición Profesional/estadística & datos numéricos , Monitoreo de Radiación , Radiofármacos/efectos adversos , Radioisótopos de Rubidio/efectos adversos , Tecnecio/efectos adversos , Tomografía Computarizada de Emisión de Fotón Único , Personal de Salud , Humanos , Imagen por Resonancia Magnética , Radiometría , Radiofármacos/análisis , Radioisótopos de Rubidio/análisis , Tecnecio/análisis
12.
Nucl Med Commun ; 33(11): 1202-11, 2012 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-22760302

RESUMEN

OBJECTIVES: High count rate positron emission tomography (PET) systems offer the potential for accurate myocardial blood flow (MBF) quantification during first-pass dynamic imaging in conjunction with standard rubidium-82 (Rb-82) PET myocardial perfusion imaging (MPI). We investigate the feasibility of this using a Siemens Biograph mCT. MATERIALS AND METHODS: Current routine clinical PET MPI is performed with 1480 MBq (40 mCi) Rb-82. Dynamic first-pass images from 217 consecutive patients were reviewed for evidence of detector saturation, indicating that count rate limits had been exceeded. Phantom acquisitions in the presence of high count rates were performed to assess the effect of detector saturation on quantitative accuracy. RESULTS: Accurate MBF quantification and perfusion imaging using current protocols was successful in 85% of clinical cases. Detector block saturation was observed in 15% of cases, and phantom acquisitions indicate that saturation may have an adverse effect on quantitative accuracy. Visualization of transit or pooling of Rb-82 in the vessels in the axilla was the most consistent feature when saturation occurred. Reduction of administered activity to 1110 MBq (30 mCi) and subsequent evaluation of 159 patients ensured successful MBF quantification while maintaining good diagnostic quality perfusion imaging in 99% of cases. CONCLUSION: MBF quantification and good-quality standard perfusion imaging can be performed on a high count rate PET system using a single-acquisition protocol. The administered activity requires optimization and we recommend 1110 MBq for PET MPI with a Biograph mCT.


Asunto(s)
Imagen de Perfusión Miocárdica/métodos , Tomografía de Emisión de Positrones/métodos , Flujo Sanguíneo Regional , Radioisótopos de Rubidio , Técnicas de Imagen Sincronizada Cardíacas , Estudios de Factibilidad , Humanos , Procesamiento de Imagen Asistido por Computador , Imagen de Perfusión Miocárdica/instrumentación , Posicionamiento del Paciente , Tomografía de Emisión de Positrones/instrumentación , Radioisótopos de Estroncio , Factores de Tiempo
13.
Eur J Nucl Med Mol Imaging ; 35(8): 1523-9, 2008 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-18392822

RESUMEN

PURPOSE: We have recently presented a decision support system for interpreting myocardial perfusion scintigraphy (MPS). In this study, we wanted to evaluate the system in a separate hospital from where it was trained and to compare it with a quantification software package. METHODS: A completely automated method based on neural networks was trained for the interpretation of MPS regarding myocardial ischaemia and infarction using 418 MPS from one hospital. Features from each examination describing rest and stress perfusion, regional and global function were used as inputs to different neural networks. After the training session, the system was evaluated using 532 MPS from another hospital. The test images were also processed with the quantification software package Emory Cardiac Toolbox (ECTb). The images were interpreted by experienced clinicians at both the training and the test hospital, regarding the presence or absence of myocardial ischaemia and/or infarction and these interpretations were used as gold standard. RESULTS: The neural network showed a sensitivity of 90% and a specificity of 85% for myocardial ischaemia. The specificity for the ECTb was 46% (p < 0.001), measured at the same sensitivity. The neural network sensitivity for myocardial infarction was 89% and the specificity 96%. The corresponding specificity for the ECTb was 54% (p < 0.001). CONCLUSION: A decision support system based on neural networks presents interpretations more similar to experienced clinicians compared to a conventional automated quantification software package. This study shows the feasibility of disseminating the expertise of experienced clinicians to less experienced physicians by the use of neural networks.


Asunto(s)
Sistemas de Apoyo a Decisiones Clínicas , Imagen de Acumulación Sanguínea de Compuerta/métodos , Interpretación de Imagen Asistida por Computador/métodos , Isquemia Miocárdica/diagnóstico por imagen , Redes Neurales de la Computación , Reconocimiento de Normas Patrones Automatizadas/métodos , Tomografía Computarizada de Emisión de Fotón Único/métodos , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Algoritmos , Niño , Femenino , Humanos , Masculino , Persona de Mediana Edad , Reproducibilidad de los Resultados , Sensibilidad y Especificidad
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