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1.
Acad Med ; 76(3): 287-92, 2001 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-11242585

RESUMEN

Recent studies show alarming decreases in the proportions of physicians applying for federal resources and of graduating medical students who declare strong interest in pursuing careers as physician-scientists. To expose medical students in their formative years to hypothesis-driven experimental investigations in a clinical setting, the first-year curriculum at the University of Florida has involved students as both investigators and study subjects in patient-oriented research conducted in the General Clinical Research Center (GCRC). Each year a hypothesis-driven experiment is conceived by first-year medical students in the university's MD-PhD program. Later in the year, the protocol is implemented in the GCRC by the entire freshman class, whose members serve as volunteer study subjects or as investigators. The experimental data are analyzed by the MD-PhD students, who report their findings at national biomedical research meetings and submit a manuscript on their project to a peer-reviewed journal. The authors describe students' research projects over the first six years of this GCRC-based program. They also describe the responses of former students to a questionnaire about their perceptions of the value of the research program. Most respondents considered the GCRC research exercise to have been useful and relevant to their overall education, and many more declared a current interest in pursuing research careers compared with the number who had declared such interest as freshmen. The authors conclude that early integration of hands-on, patient-oriented research into the medical school curriculum is a positive educational experience for students, and may contribute to their ultimate pursuit of academic research careers.


Asunto(s)
Actitud del Personal de Salud , Educación de Postgrado en Medicina/métodos , Aprendizaje Basado en Problemas , Investigación/educación , Estudiantes de Medicina/psicología , Enseñanza/métodos , Pensamiento , Protocolos Clínicos , Curriculum , Florida , Humanos , Atención Dirigida al Paciente , Evaluación de Programas y Proyectos de Salud , Encuestas y Cuestionarios
2.
J Am Soc Echocardiogr ; 14(1): 77-84, 2001 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-11174441

RESUMEN

In 1992, the American Society of Echocardiography published a report of the Sonographer Education and Training Committee's recommendations for education of sonographers who perform echocardiographic procedures. Since the publication of the original document, there has been continual progress in technology with the development of more sophisticated diagnostic applications that allow more information to be obtained from echocardiographic procedures. These recent changes in the clinical application of echocardiography should be included in all cardiac sonographer education programs. The American Society of Echocardiography, a professional society that currently represents approximately 2500 cardiac sonographers, provides these updated guidelines.


Asunto(s)
Técnicos Medios en Salud/educación , Curriculum/normas , Ecocardiografía , Adulto , Niño , Medios de Contraste , Habilitación Profesional , Ecocardiografía/normas , Ecocardiografía Transesofágica/normas , Educación Continua , Humanos , Estados Unidos
3.
Echocardiography ; 17(3): 209-19, 2000 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-10978985

RESUMEN

The purpose of the present study was to determine whether direct digital image analysis would allow improved detection of myocardial contrast. Eighteen normal subjects were recruited and separated into two groups. In group 1, the time-brightness curves of the left ventricular cavity and three myocardial perfusion beds were formed from digitized video tape, with output power and imaging time as secondary variables. In group 2, curves constructed from direct polar digital data were compared, with fundamental and second harmonic image formation as variables. In group 1 subjects, using fundamental imaging, the area under the curve in the left ventricular cavity increased slightly with intermittent imaging. No consistent myocardial opacification was identified. In group 2 subjects, using intermittent imaging, the area under the myocardial curve and peak intensity increased with high output, second harmonic imaging in the left anterior descending and right coronary artery regions. Intermittent, second harmonic imaging and digital processing can demonstrate myocardial contrast even with an air-filled agent.


Asunto(s)
Ecocardiografía , Corazón/anatomía & histología , Procesamiento de Imagen Asistido por Computador , Adulto , Albúminas , Medios de Contraste , Femenino , Humanos , Masculino , Microesferas , Miocardio/citología
4.
Transplantation ; 69(11): 2354-6, 2000 Jun 15.
Artículo en Inglés | MEDLINE | ID: mdl-10868639

RESUMEN

BACKGROUND: Coronary artery disease has an important impact on perioperative morbidity and mortality in patients undergoing liver transplantation. To assess the role of dobutamine stress echocardiography (DSE) in these patients, DSE was included in the preoperative evaluation. METHODS: Patients under consideration for liver transplantation underwent detailed clinical history, electrocardiography, and echocardiography. Patients with documented coronary disease or symptoms of myocardial ischemia underwent angiography. The remaining patients with cardiac risk factors, atypical chest pain, or age > or = 60 years underwent DSE. RESULTS: These 121 patients (77 men and 44 women) ranged in age from 34 to 73 years (mean 53). Among the 61 patients who underwent liver transplantation, DSE was normal in 25, nondiagnostic in 34 because of inadequate heart rate response, and abnormal in two patients. Major perioperative events occurred in eight patients, all with normal or nondiagnostic DSE studies (negative predictive value 86%). CONCLUSIONS: In patients with low to moderate risk of cardiac disease, DSE performed as part of an evaluation for liver transplantation is a poor predictor of major perioperative events.


Asunto(s)
Cardiotónicos , Dobutamina , Ecocardiografía , Prueba de Esfuerzo , Trasplante de Hígado , Adulto , Anciano , Cardiotónicos/efectos adversos , Dolor en el Pecho/diagnóstico por imagen , Dobutamina/efectos adversos , Prueba de Esfuerzo/efectos adversos , Femenino , Cardiopatías/diagnóstico por imagen , Cardiopatías/etiología , Humanos , Masculino , Persona de Mediana Edad , Valor Predictivo de las Pruebas , Factores de Riesgo
5.
IEEE Trans Med Imaging ; 17(4): 532-40, 1998 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-9845309

RESUMEN

This paper presents an algorithm for speckle reduction and contrast enhancement of echocardiographic images. Within a framework of multiscale wavelet analysis, we apply wavelet shrinkage techniques to eliminate noise while preserving the sharpness of salient features. In addition, nonlinear processing of feature energy is carried out to enhance contrast within local structures and along object boundaries. We show that the algorithm is capable of not only reducing speckle, but also enhancing features of diagnostic importance, such as myocardial walls in two-dimensional echocardiograms obtained from the parasternal short-axis view. Shrinkage of wavelet coefficients via soft thresholding within finer levels of scale is carried out on coefficients of logarithmically transformed echocardiograms. Enhancement of echocardiographic features is accomplished via nonlinear stretching followed by hard thresholding of wavelet coefficients within selected (midrange) spatial-frequency levels of analysis. We formulate the denoising and enhancement problem, introduce a class of dyadic wavelets, and describe our implementation of a dyadic wavelet transform. Our approach for speckle reduction and contrast enhancement was shown to be less affected by pseudo-Gibbs phenomena. We show experimentally that this technique produced superior results both qualitatively and quantitatively when compared to results obtained from existing denoising methods alone. A study using a database of clinical echocardiographic images suggests that such denoising and enhancement may improve the overall consistency of expert observers to manually defined borders.


Asunto(s)
Ecocardiografía/métodos , Aumento de la Imagen/métodos , Algoritmos , Humanos
6.
J Am Soc Echocardiogr ; 11(4): 338-48, 1998 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-9571583

RESUMEN

An autonomous endocardial and epicardial boundary detection (ABD) method is reported. One hundred ten cycles from 55 clinical studies were selected retrospectively. Image sequences were digitized at 512 x 480 pixel resolution. The point-by-point boundary positions of the ABD and the areas enclosed were compared with positions and enclosed areas drawn by three independent observers. Correlation coefficients for epicardial end-diastolic (ED) and end-systolic (ES) areas, endocardial ED and ES areas, muscle area, and fractional area change were 0.970, 0.976, 0.951, 0.985, 0.887, and 0.878, respectively. Bland-Altman analysis showed negligible biases with standard deviations comparable to those of the observers. The mean difference between the ABD border and the consensus observer border positions in 64 directions falls within the mean range of interobserver border positions, suggesting that shape is also well defined by the ABD.


Asunto(s)
Ecocardiografía , Endocardio/diagnóstico por imagen , Pericardio/diagnóstico por imagen , Ecocardiografía/métodos , Humanos , Variaciones Dependientes del Observador , Estudios Retrospectivos , Sístole
8.
J Heart Lung Transplant ; 16(4): 390-3, 1997 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-9154948

RESUMEN

The purpose of this study was to assess the use of dobutamine stress echocardiography in predicting cardiac events in heart transplant recipients. Dobutamine echocardiography was performed in 63 consecutive heart transplant recipients, 52 males and 11 females ranging in age from 12 to 77 years (mean 54), undergoing routine yearly evaluation. Twenty-one patients had abnormal wall motion at baseline or during dobutamine infusion. Over a mean follow-up of 8 months (range 4 to 14), there were six major cardiac events: five occurred among patients with abnormal echocardiography study results; only one event occurred in a patient with a normal echocardiography result. These data suggest that normal wall motion during dobutamine echocardiography identifies a subset of heart transplant recipients at low risk for development of cardiac events, whereas an abnormal study result serves as an important predictor of subsequent cardiac events.


Asunto(s)
Enfermedad Coronaria/diagnóstico por imagen , Dobutamina , Ecocardiografía , Prueba de Esfuerzo , Trasplante de Corazón/fisiología , Isquemia Miocárdica/diagnóstico por imagen , Simpatomiméticos , Adolescente , Adulto , Anciano , Niño , Relación Dosis-Respuesta a Droga , Esquema de Medicación , Ecocardiografía/efectos de los fármacos , Prueba de Esfuerzo/efectos de los fármacos , Femenino , Estudios de Seguimiento , Humanos , Masculino , Persona de Mediana Edad , Contracción Miocárdica/fisiología , Valores de Referencia , Factores de Riesgo
10.
J Am Soc Echocardiogr ; 9(4): 442-51, 1996.
Artículo en Inglés | MEDLINE | ID: mdl-8827627

RESUMEN

In anesthetized animals maintained with isoflurane using 100% oxygen as a carrier gas, Albunex (Molecular Biosystems, Inc., San Diego, Calif.) produced no ultrasound contrast in the left ventricle after intravenous administration. The current study tested the hypothesis that the inhalation of gas mixtures with increased concentrations of oxygen decreased the quality and duration of Albunex-induced contrast. Albunex (0.22 mL/kg) was injected intravenously into anesthetized dogs (n = 9) breathing compressed air, oxygen, mixtures of oxygen and nitrogen, or combinations of oxygen and nitrous oxide. Albunex produced ultrasound contrast of shorter duration and decreased quality during the inhalation of gas mixtures containing increased amounts of oxygen. In the presence of inhaled gas mixtures containing nitrous oxide, Albunex produced no contrast in the left ventricle, regardless of the oxygen content. These data indicate that the inhalation of gas mixtures containing smaller amounts of nitrogen, compared with air, decreased the ability of Albunex to cause ultrasound contrast in the heart after intravenous administration.


Asunto(s)
Albúminas , Medios de Contraste , Ecocardiografía , Oxígeno/farmacología , Aire , Animales , Perros , Microesferas , Nitrógeno/farmacología , Óxido Nitroso/farmacología
11.
IEEE Trans Biomed Eng ; 43(5): 460-70, 1996 May.
Artículo en Inglés | MEDLINE | ID: mdl-8849459

RESUMEN

An automatic method for identifying the location of the papillary muscles in two-dimensional (2-D) short-axis echocardiographic images is described. The technique uses both spatial and temporal information to identify the presence and track the location of the muscles in the left ventricle from end-diastole to end-systole. The three main steps of the method are spatial preprocessing, spatial processing, and temporal processing. The spatial preprocessing step includes a region of search estimation. The spatial processing step includes a papillary muscle existence test and an initial approximation of the papillary muscle points. The temporal processing includes motion-pattern evaluation and final papillary muscle location. The estimates of existence and position for the automatic method were compared with estimates made by an independent expert observer. Two hundred and ten frames, three taken from each of 70 image sequences, were evaluated. Since two regions of search were processed for each frame (one for the posterior-inferior and one for the anterior-lateral papillary muscle), a total of 420 approximations were made. Of this total, 340 automatic estimates were judged to be in close agreement with estimates made by the expert. Of the remaining 80 approximations, 54 estimates were made by the expert when the computer determined that no papillary muscle was present, 17 estimates provided poor results, and nine estimates were made by the computer when the observer concluded that no papillary muscle was present.


Asunto(s)
Ecocardiografía/métodos , Músculos Papilares/diagnóstico por imagen , Algoritmos , Análisis por Conglomerados , Ecocardiografía/instrumentación , Ecocardiografía/estadística & datos numéricos , Ventrículos Cardíacos/diagnóstico por imagen , Humanos , Variaciones Dependientes del Observador , Volumen Sistólico , Factores de Tiempo
12.
Clin Cardiol ; 19(4): 289-95, 1996 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-8706368

RESUMEN

BACKGROUND: In a previous experiment, a marked reduction in the right- and left-sided contrast effect of Albunex was noted in an intubated animal spontaneously breathing isoflurane in 100% oxygen. The theory suggests that the time course of echogenicity of microbubbles in liquid is dependent on the pressure and the gradients of dissolved gases. The present set of experiments tested whether the loss of contrast occurs at commonly used therapeutic concentrations of inspired oxygen. HYPOTHESIS: This research tested the hypothesis that the left ventricular (LV) contrast effect achieved with intravenous injection of the ultrasound contrast agent Albunex is related to the inspired oxygen content. METHODS: Intubated dogs were maintained in a spontaneously respiring anesthetic state on isoflurane and mixtures of oxygen (12-50%) in nitrogen. FIO2 was held steady for 15 min prior to injection of 0.08 ml/kg of Albunex. The contrast effects were recorded from a transthoracic short-axis view. Left and right ventricular brightness curves were generated from digitized sequences of end-diastolic frames. The minimum and maximum brightness and area under the time-brightness curves were determined. RESULTS: The LV maximum brightness and area under the curve showed significant negative correlations (p = < 0.004) with the FIO2, while the minimum brightness showed a significant positive correlation (p = < 0.002). No significant correlations were found for the right ventricular brightness parameters. CONCLUSIONS: These findings show an important relationship between the FIO2 and loss of the contrast effect of Albunex. This loss occurs at oxygen concentrations in the therapeutic range, but could be overcome by increasing the dose of Albunex. The mechanism is likely related to an outward nitrogen gradient causing a loss of echogenicity. The clinical implication is that patients on supplemental oxygen may require higher doses of Albunex to achieve optimal opacification.


Asunto(s)
Albúminas , Medios de Contraste/administración & dosificación , Ecocardiografía , Función Ventricular Izquierda , Albúminas/administración & dosificación , Animales , Densitometría , Modelos Animales de Enfermedad , Perros , Relación Dosis-Respuesta a Droga , Ecocardiografía/métodos , Consumo de Oxígeno/efectos de los fármacos , Sensibilidad y Especificidad , Función Ventricular Izquierda/fisiología
13.
Pacing Clin Electrophysiol ; 19(3): 272-81, 1996 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-8657586

RESUMEN

UNLABELLED: Radiofrequency ablation (RFA) of left-sided accessory pathways can be achieved using catheters introduced by a retrograde or transseptal approach. Transesophageal echocardiography (TEE) has previously been demonstrated to be safe and efficacious in guiding transseptal puncture in patients during mitral valvuloplasty (MV). This study was undertaken to assess the feasibility, safety, and clinical utility of TEE during transseptal puncture and RFA of left-sided accessory pathways. METHODS: TEE was performed during transseptal puncture in 30 patients (41 +/- 12 years, 19 females), 15 patients during attempted RFA of a left-sided accessory pathway and 15 patients during attempted balloon MV. RESULTS: There was no difference in age, sex distribution, or procedural complications when MV patients were compared to RFA patients. At baseline, left atrial dimension was increased and congestive heart failure was more common when MV patients were compared to RFA patients (P < 0.05) Adequate baseline two-dimensional and Doppler TEE images were obtained in all patients. One patient sustained mild esophageal bleeding during the TEE. Positioning of the transseptal catheter in the fossa ovalis was facilitated and confirmed by TEE in 29 of 30 cases. One case of cardiac perforation occurred and was associated with inadequate TEE localization of the fossa ovalis. Thrombus was detected on the transseptal catheter by TEE in two cases prior to systemic heparinization. In both cases, thrombus was removed without embolic event. CONCLUSIONS: TEE safely guides transseptal puncture in patients undergoing RFA of left-sided accessory pathways. TEE markers of the fossa ovalis facilitate puncture and may reduce the risk of cardiac perforation particularly in patients with a normal size left atrium. TEE may be especially valuable for identifying thrombus during transseptal puncture.


Asunto(s)
Cateterismo Cardíaco/métodos , Ablación por Catéter , Ecocardiografía Transesofágica , Síndrome de Wolff-Parkinson-White/cirugía , Adolescente , Adulto , Anciano , Estudios de Factibilidad , Femenino , Humanos , Masculino , Persona de Mediana Edad , Válvula Mitral/cirugía
14.
Clin Cardiol ; 15(6): 462-5, 1992 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-1617828

RESUMEN

This case report demonstrates a role for transesophageal echocardiography in defining the course of anomalous coronary arteries. Origin of the right coronary artery (RCA) from the left main (LM) (single coronary artery) is an exceedingly rare congenital anomaly. It is not always benign and may result in myocardial infarction. This may be due to compression between the aorta and the pulmonary artery. Transesophageal echocardiography offers a low-risk, noninvasive means of imaging the proximal coronary arteries. In the majority of patients, the proximal segments of the three major coronaries can be clearly visualized. With the addition of color flow, it is possible to visualize flow in most patients. Proximal obstructive lesions can be seen in some patients although sensitivity thus far seems low.


Asunto(s)
Anomalías de los Vasos Coronarios/diagnóstico por imagen , Ecocardiografía/instrumentación , Interpretación de Imagen Asistida por Computador/instrumentación , Velocidad del Flujo Sanguíneo/fisiología , Puente de Arteria Coronaria , Anomalías de los Vasos Coronarios/cirugía , Ecocardiografía Doppler/instrumentación , Humanos , Masculino , Persona de Mediana Edad
16.
J Am Soc Echocardiogr ; 4(3): 235-46, 1991.
Artículo en Inglés | MEDLINE | ID: mdl-1854494

RESUMEN

A means of estimating the degree of enhancement of structure and suppression of background noise in filtered two-dimensional echocardiographic images is described. The method is termed the peak-to-background ratio. To test the method, two-dimensional short-axis echocardiographic images were enhanced with Laplacian operations of increasing mask size. There was excellent correlation between the calculated peak-to-background ratio and the subjective opinion of trained echocardiographers. Furthermore, radial length measurements made from images that were thought to be optimally enhanced by the peak-to-background ratio calculation showed the lowest interobserver mean differences. We conclude that the peak-to-background ratio does reflect improvement in characteristics of the image that favor more precise measurement (amplification of peaks and suppression of background) and can be used to help guide a dynamic approach to image processing.


Asunto(s)
Ecocardiografía/métodos , Aumento de la Imagen/métodos , Conversión Analogo-Digital , Estudios de Evaluación como Asunto , Humanos , Modelos Teóricos , Contracción Miocárdica , Variaciones Dependientes del Observador , Estudios Retrospectivos , Procesamiento de Señales Asistido por Computador
17.
J Am Soc Echocardiogr ; 3(4): 266-75, 1990.
Artículo en Inglés | MEDLINE | ID: mdl-2206543

RESUMEN

Echocardiography is now a mainstay in the diagnosis of cardiovascular disease. Rapid methods for quantitation of the images would provide an effective tool for the diagnosis of change in left ventricular function. The purpose of this article is to show the feasibility of using the cross-correlation technique to quantify change in left ventricular function over time in two-dimensional short-axis echocardiographic images. Radial histograms of radial distance versus the number of probable specular targets are formed in eight sectors on each frame during the cardiac cycle. These histograms are then shifted to a position of best correlation. The number of radial bins through which the histograms at end systole are shifted to correlate with those of the frame at end diastole defines the regional motion. The methods are described and preliminary findings are presented.


Asunto(s)
Algoritmos , Ecocardiografía/métodos , Procesamiento de Imagen Asistido por Computador , Contracción Miocárdica/fisiología , Humanos
18.
J Am Soc Echocardiogr ; 3(2): 79-90, 1990.
Artículo en Inglés | MEDLINE | ID: mdl-2334547

RESUMEN

The present study tested the hypothesis that a second-generation endocardial edge detection algorithm that used a priori endocardial and epicardial information would improve accuracy and reduce the variability of border definition. Five nonexpert observers utilized the version 2 algorithm on 20 cycles of two-dimensional short-axis images (five excellent, seven good, and eight poor quality studies stored digitally from a previously reported project). Manually defined areas by five recognized experts on these 20 cardiac cycles were considered to be "true areas." Areas defined by the experts with version 1 of the algorithm were also used for comparison. Regression of the version 2 areas with mean, manually defined excellent quality areas yielded a similar correlation (r = 0.985) to that reported between the manual and the version 1 areas (r = 0.986). For all 20 cycles in the series, however, the correlation between version 2 and the manually defined areas was lower (r = 0.952) than that of the same correlation with version 1 areas (r = 0.980). For all studies the interobserver variability (percent area difference) was +/- 14.4% for manually defined borders, +/- 11.1% for version 1-defined borders, and +/- 7.7% for version 2-defined borders. No difference in variability was observed for excellent quality studies (+/- 5.3% versus 5.2%) between version 1 and version 2 areas. However, the version 2 algorithm significantly reduced interobserver variability for good and poor quality studies (+/- 8.4% to 7.6%, p less than 0.025, and 16.3% to 9.1%, p less than 0.05, respectively). We concluded that: the version 2 algorithm provided accuracy and significantly reduced the variability of area measurement in good and poor quality studies and that epicardial information was important to the improvement by providing wall thickness information to assist in filling areas of dropout and avoidance of intracavitary structures.


Asunto(s)
Algoritmos , Ecocardiografía , Procesamiento de Imagen Asistido por Computador/métodos , Eficiencia , Corazón/anatomía & histología , Corazón/fisiología , Humanos , Contracción Miocárdica , Variaciones Dependientes del Observador , Distribución Aleatoria , Análisis de Regresión
19.
J Am Soc Echocardiogr ; 1(6): 410-21, 1988.
Artículo en Inglés | MEDLINE | ID: mdl-3272792

RESUMEN

The purpose of this study was to validate an edge detection algorithm for short-axis two-dimensional echocardiographic studies in a protocol that stimulated its implementation at multiple clinical laboratories. Six short-axis two-dimensional echocardiographic studies were solicited from each of five clinical laboratories. A single cardiac cycle from each of the resulting 30 studies was entered into the computer system. Five expert observers came to the laboratory on separate occasions and traced endocardial borders from the short-axis studies on 2 separate days. The computer algorithm generated borders on each frame of the cardiac cycles on the basis of regions of search defined by the observers. Of the 30 original studies, five were considered excellent, seven were good, nine were poor, and nine were technically inadequate by consensus of the five observers. The correlation coefficient for computer-defined borders with manually defined borders in the excellent quality studies was 0.985. Interobserver variability was expressed as the mean percent area difference for all possible pairings of observers. The mean percent area differences were decreased from +/- 9.8% to +/- 5.3%, +/- 12.5% to +/- 8.4%, and +/- 17.4% to +/- 15.6% when comparing observer with computer-generated borders in the excellent, good, and poor quality studies, respectively. Intraobserver variability was expressed as decrease in mean percent area difference on corresponding frames between days 1 and 2. Intraobserver variability was decreased from +/- 6.5% to +/- 4.5%, +/- 10.8% to +/- 7.0%, and +/- 14.0% to +/- 11.9%, respectively. All reductions in variability were statistically significant at p less than 0.01. Observer acceptance of computer-defined borders was estimated at 94%, 93%, and 97% for excellent, good, and poor quality studies, respectively. Once the observer defined a region of search, computer process time to generate all borders in the cardiac cycle was approximately 4 minutes. The conclusion is that the algorithm produces accurate, reliable, and acceptable borders.


Asunto(s)
Algoritmos , Ecocardiografía , Procesamiento de Imagen Asistido por Computador , Ecocardiografía/normas , Ecocardiografía/estadística & datos numéricos , Corazón/anatomía & histología , Ventrículos Cardíacos , Humanos , Aumento de la Imagen , Contracción Miocárdica , Variaciones Dependientes del Observador , Distribución Aleatoria
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