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1.
Hellenic J Cardiol ; 2024 May 09.
Artigo em Inglês | MEDLINE | ID: mdl-38729346

RESUMO

OBJECTIVE: To evaluate the clinical characteristics, imaging findings, treatment, and prognosis of patients with type A acute aortic syndrome (AAS-A) presenting with shock. To assess the impact of surgery on this patient population. METHODS: The study included 521 patients with A-AAS enrolled in the Spanish Registry of Acute Aortic Syndrome (RESA-III) from January 2018 to December 2019. The RESA-III is a prospective, multicenter registry that contains AAS data from 30 tertiary-care hospitals. Patients were classified into two groups according to their clinical presentation, with or without shock. Shock was defined as persistent systolic blood pressure <80 mmHg despite adequate volume resuscitation. RESULTS: 97 (18.6%) patients with A-AAS presented with shock. Clinical presentation with syncope was much more common in the Shock group (45.4% vs 10.1%, p = 0.001). Patients in the Shock group had more complications at diagnosis and before surgery: cardiac tamponade (36.2% vs 9%, p < 0.001), acute renal failure (28.9% vs 18.2%, p = 0.018), and need for orotracheal intubation (40% vs 9.1%, p < 0.001). There were no significant differences in aortic regurgitation (51.6% vs 46.7%, p = 0.396) between groups. In-hospital mortality was higher among patients with shock (48.5% vs 27.4%, p < 0.001). Surgery was associated with a significant mortality reduction both in patients with and without shock. Surgery had an independent protective effect on mortality (OR 0.03, 95% CI (0.00-0.32)). CONCLUSION: Patients with AAS-A admitted with shock have a heavily increased risk of mortality. Syncope and pericardial effusion at diagnosis are strongly associated with shock. Surgery was independently associated with a mortality reduction in patients with AAS-A and shock.

2.
Eur Radiol ; 34(4): 2658-2664, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-37731095

RESUMO

OBJECTIVES: Coronary artery calcification (CorCa) identifies high cardiovascular risk in the general population. In this setting, aortic valve calcification (AoCa) showed contradictory results. Our goal has been to assess the prognostic power of CorCa and AoCa in patients with chest pain who underwent an ECG-gated cardiac multidetector CT (cardiac-MDCT). METHODS: A total of 528 patients without previous known coronary artery disease, with chest pain who underwent a cardiac-MDCT multidetector, were retrospectively recruited. The primary endpoint included death, acute coronary syndrome, stroke, and heart failure. RESULTS: A total of 61 patients (11.6%) had an event during a mean follow-up of almost 6 years (5.95 ± 2.98). The most frequent event was acute coronary syndrome (6.4%). Total mortality was 4.5%. Patients with CorCa > 0 had more events than those without CorCa (17.3% versus 4.3%; p < 0.001). Likewise, when only patients without AoCa were considered (n = 118), clinical events were more frequent in those with CorCa (12.7% versus 3.6%; p = 0.004). After excluding patients with coronary artery disease, events were more frequent in those with CorCa (12.6% versus 4.3%; p = 0.004). The higher the Agatston score, the more frequent the events. Patients with AoCa > 0 had more events than those without (16.5% versus 7.3%; p < 0.001), but in patients without CorCa, no difference in events was seen (6.2% versus 3.6%; p = 0.471). A Cox regression analysis showed age, smoking, prior stroke, and CorCa but not AoCa to be independently related to events. CONCLUSIONS: In summary, CorCa, but not AoCa, is related to cardiovascular events in patients with chest pain who undergo a cardiac-MDCT. CLINICAL RELEVANCE STATEMENT: We show that coronary artery calcification, but not aortic valve calcification, detected in a coronary CT scan is tightly related to cardiovascular events. Although this is a message already shown by other groups in the general population, we do believe that this work is unique because it is restricted to patients with chest pain sent to coronary CT. In other words, our work deals with what we face in our routine everyday practice. KEY POINTS: • The presence and the amount of coronary artery calcification are associated with cardiovascular events in patients with chest pain. • Aortic valve calcification is not associated with cardiovascular events in patients with chest pain.


Assuntos
Síndrome Coronariana Aguda , Estenose da Valva Aórtica , Valva Aórtica/patologia , Calcinose , Doença da Artéria Coronariana , Acidente Vascular Cerebral , Calcificação Vascular , Humanos , Doença da Artéria Coronariana/complicações , Doença da Artéria Coronariana/diagnóstico por imagem , Valva Aórtica/diagnóstico por imagem , Cálcio , Prognóstico , Estudos Retrospectivos , Fatores de Risco , Dor no Peito/diagnóstico por imagem , Acidente Vascular Cerebral/complicações , Calcificação Vascular/complicações , Calcificação Vascular/diagnóstico por imagem
3.
Rev Esp Cardiol (Engl Ed) ; 76(1): 19-24, 2023 Jan.
Artigo em Inglês, Espanhol | MEDLINE | ID: mdl-35570121

RESUMO

INTRODUCTION AND OBJECTIVES: We aimed to describe the feasibility and preliminary outcomes of commissural alignment (CA) for the balloon-expandable transcatheter heart valve. METHODS: The relationship among native commissures and transcatheter aortic valve implantation neocommissures was analyzed in 10 consecutive patients with tricuspid severe aortic stenosis undergoing transcatheter aortic valve implantation after guided implantation based on computed tomography analysis with a self-developed software. CA was predicted by in silico bio-modelling in the 10 patients and the calculated rotation was applied during crimping. Degrees of CA and coronary overlap (CO) were measured through 1-month follow up computed tomography. Transvalvular residual gradients and the rate of paravalvular leak were also analyzed. RESULTS: Mean commissural misalignment was 16.7±8°. Four patients showed mild misalignment but none of them showed a moderate or severe degree of misalignment. The in silico model accurately predicted the final in vivo position with a correlation coefficient of 0.983 (95%CI, 0.966-0.992), P <.001. Severe CO with right coronary ostium occurred in 3 patients likely due to ostial eccentricity, and CO was not present with the left coronary artery in any of the patients. Mean transaortic gradient was 6.1±3.3mmHg and there were no moderate-severe paravalvular leaks. CONCLUSIONS: Patient-specific rotation during valve crimping based on preprocedural computed tomography is feasible with balloon-expandable devices and is associated with the absence of moderate or severe commissural misalignment and left main CO.


Assuntos
Estenose da Valva Aórtica , Próteses Valvulares Cardíacas , Substituição da Valva Aórtica Transcateter , Humanos , Valva Aórtica/diagnóstico por imagem , Valva Aórtica/cirurgia , Estenose da Valva Aórtica/diagnóstico , Estenose da Valva Aórtica/cirurgia , Estudos de Viabilidade , Resultado do Tratamento , Substituição da Valva Aórtica Transcateter/métodos , Desenho de Prótese
5.
Rev Esp Cardiol (Engl Ed) ; 75(10): 816-824, 2022 Oct.
Artigo em Inglês, Espanhol | MEDLINE | ID: mdl-35527170

RESUMO

INTRODUCTION AND OBJECTIVES: The Spanish Registry of Acute Aortic Syndrome (RESA) was launched in 2005 to identify the characteristics of acute aortic syndrome (AAS) in Spain. The aim of this study was to analyze the differences in management and mortality in the 3 RESA iterations. METHODS: We analyzed data from patients with AAS prospectively included by 24 to 30 tertiary centers during the 3 iterations of the registry: RESA I (2005-2006), RESA-II (2012-2013), and RESA III (2018-2019). RESULTS: AAS was diagnosed in 1902 patients (74% men; age, 60.7±12.5 years): 1329 (69.9%) type A and 573 (30.1%) type B. Comparison of the 3 periods revealed that the use of computed tomography increased as the first diagnostic technique (77.1%, 77.9%, and 84.2%, respectively; P=.001). In type A, surgical management increased (79.6%, 78.7%, and 84.5%; P=.045) and overall mortality decreased (41.2%, 34.5%, and 31.2%; P=.002), due to a reduction in surgical mortality (33.4%, 25.1%, and 23.9%; P=.003). In type B, endovascular treatment increased (22.8%, 32.8%, and 38.7%; P=.006), while medical and surgical treatment decreased. Overall type B mortality also decreased (21.6%, 16.1%, and 12.0%; P=.005) in line with a reduction in mortality with medical (16.8%, 13.8%, and 8.8%, P=.030) and endovascular (27.0%, 18.0%, and 9.2%; P=.009) treatments. CONCLUSIONS: The iterations of RESA show a decrease in mortality from type A AAS, coinciding with an increase in surgical treatment and a reduction in surgical mortality. In type B, the use of endovascular treatment was associated with improved survival, allowing better management in patients with complications.


Assuntos
Aneurisma da Aorta Torácica , Dissecção Aórtica , Implante de Prótese Vascular , Procedimentos Endovasculares , Doença Aguda , Idoso , Dissecção Aórtica/diagnóstico , Dissecção Aórtica/cirurgia , Aorta , Aneurisma da Aorta Torácica/cirurgia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Sistema de Registros , Estudos Retrospectivos , Espanha/epidemiologia , Resultado do Tratamento
6.
Int J Cardiol ; 351: 25-31, 2022 Mar 15.
Artigo em Inglês | MEDLINE | ID: mdl-34979152

RESUMO

BACKGROUND: Several studies have compared surface electrocardiographic changes following different self-expandable (SE) (Evolut (Medtronic, USA); Acurate (Boston Scientific, USA); Portico (Abbott, USA); and Allegra (NVT, Germany)) and balloon-expandable (BE) Sapien-3 (Edwards Lifesciences, USA) transcatheter heart valves. We aimed to compare these prosthesis with the novel Myval BE prosthesis (Meril Life, India). METHODS: Academic European registry of consecutive patients with severe aortic stenosis who received any of the 6 aforementioned valves. Baseline, post-procedural, and discharge 12­leads electrocardiograms (ECG) were centrally analyzed and compared. RESULTS: A total of 1131 patients were included: 135 Myval (11.9%), 290 Sapien-3 (25.6%), 298 Evolut (26.3%), 180 Acurate (15.9%), 125 Portico (11.1%), and 103 Allegra (9.1%). There were no baseline differences in intraventricular conduction disturbances rate. Compared to the novel BE Myval, there were similar procedural and in-hospital outcomes. Similar rates of early new permanent pacemaker implant (PPI) were observed amongst Myval (7.4%), Sapien-3 (13.4%), and Acurate (9.1%), but Evolut, Portico, and Allegra presented significantly higher rates (18.5%, p = 0.003; 29.5% p < 0.001 and 22%, p = 0.001, respectively). Central analysis of ECGs, unraveled significant prolongation of the PR segment with Evolut, Portico and Allegra whereas Evolut, Acurate, and Portico showed significant QRS widening compared to Myval. However, at discharge no differences in PR segment duration were observed while, Evolut, and Portico- but not Acurate, Allegra or Sapien-3 - still presented significant widening of QRS segment compared to Myval. CONCLUSIONS: After blinded central ECG analysis, the novel Myval balloon-expandable prosthesis was associated with a low rate of early conduction disturbances.


Assuntos
Estenose da Valva Aórtica , Próteses Valvulares Cardíacas , Substituição da Valva Aórtica Transcateter , Valva Aórtica/diagnóstico por imagem , Valva Aórtica/cirurgia , Estenose da Valva Aórtica/diagnóstico , Estenose da Valva Aórtica/cirurgia , Humanos , Desenho de Prótese , Resultado do Tratamento
7.
Eur Cardiol ; 16: e32, 2021 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-34603512

RESUMO

Aortic stenosis is a very common disease. Current guidelines recommend intervention mainly in symptomatic patients; aortic valve replacement can be considered in asymptomatic patients under specific conditions, but the evidence supporting these indications is poor. Continuous advances in both surgical and percutaneous techniques have substantially decreased rates of perioperative complications and mortality; with this in mind, many authors suggest that earlier intervention in patients with severe aortic stenosis, when they are still asymptomatic, may be indicated. This paper summarises what is known about the natural history of severe aortic stenosis and the scientific evidence available about the optimal timing for aortic valve replacement.

8.
Entropy (Basel) ; 22(6)2020 Jun 19.
Artigo em Inglês | MEDLINE | ID: mdl-33286459

RESUMO

Groupwise image (GW) registration is customarily used for subsequent processing in medical imaging. However, it is computationally expensive due to repeated calculation of transformations and gradients. In this paper, we propose a deep learning (DL) architecture that achieves GW elastic registration of a 2D dynamic sequence on an affordable average GPU. Our solution, referred to as dGW, is a simplified version of the well-known U-net. In our GW solution, the image that the other images are registered to, referred to in the paper as template image, is iteratively obtained together with the registered images. Design and evaluation have been carried out using 2D cine cardiac MR slices from 2 databases respectively consisting of 89 and 41 subjects. The first database was used for training and validation with 66.6-33.3% split. The second one was used for validation (50%) and testing (50%). Additional network hyperparameters, which are-in essence-those that control the transformation smoothness degree, are obtained by means of a forward selection procedure. Our results show a 9-fold runtime reduction with respect to an optimization-based implementation; in addition, making use of the well-known structural similarity (SSIM) index we have obtained significative differences with dGW with respect to an alternative DL solution based on Voxelmorph.

9.
Med Image Anal ; 47: 191-202, 2018 07.
Artigo em Inglês | MEDLINE | ID: mdl-29753999

RESUMO

Left ventricular rotational motion is a feature of normal and diseased cardiac function. However, classical torsion and twist measures rely on the definition of a rotational axis which may not exist. This paper reviews global and local rotation descriptors of myocardial motion and introduces new curl-based (vortical) features built from tensorial magnitudes, intended to provide better comprehension about fibrotic tissue characteristics mechanical properties. Fifty-six cardiomyopathy patients and twenty-two healthy volunteers have been studied using tagged magnetic resonance by means of harmonic phase analysis. Rotation descriptors are built, with no assumption about a regular geometrical model, from different approaches. The extracted vortical features have been tested by means of a sequential cardiomyopathy classification procedure; they have proven useful for the regional characterization of the left ventricular function by showing great separability not only between pathologic and healthy patients but also, and specifically, between heterogeneous phenotypes within cardiomyopathies.


Assuntos
Cardiomiopatia Hipertrófica/diagnóstico por imagem , Cardiomiopatia Hipertrófica/fisiopatologia , Interpretação de Imagem Assistida por Computador/métodos , Imagem Cinética por Ressonância Magnética , Adulto , Idoso , Idoso de 80 Anos ou mais , Algoritmos , Diagnóstico Diferencial , Ecocardiografia , Humanos , Pessoa de Meia-Idade , Estudos Retrospectivos , Rotação
10.
BMJ Open ; 7(8): e017187, 2017 Aug 04.
Artigo em Inglês | MEDLINE | ID: mdl-28780562

RESUMO

INTRODUCTION: Cardiac adipose tissue is a source of progenitor cells with regenerative capacity. Studies in rodents demonstrated that the intramyocardial delivery of cells derived from this tissue improves cardiac function after myocardial infarction (MI). We developed a new reparative approach for damaged myocardium that integrates the regenerative properties of cardiac adipose tissue with tissue engineering. In the adipose graft transposition procedure (AGTP), we dissect a vascularised flap of autologous pericardial adipose tissue and position it over the myocardial scarred area. Following encouraging results in acute and chronic MI porcine models, we performed the clinical trial (NCT01473433, AdiFLAP trial) to evaluate safety in patients with chronic MI undergoing coronary artery bypass graft. The good safety profile and trends in efficacy warranted a larger trial. STUDY DESIGN: The AGTP II trial (NCT02798276) is an investigator initiated, prospective, randomised, controlled, multicentre study to assess the efficacy of the AGTP in 108 patients with non-revascularisable MI. Patients will be assigned to standard clinical practice or the AGTP. The primary endpoint is change in necrotic mass ratio by gadolinium enhancement at 91 and 365 days. Secondary endpoints include improvement in regional contractibility by MRI at 91 and 365 days; changes in functional MRI parameters (left ventricular ejection fraction, left and right ventricular geometric remodelling) at 91 and 365 days; levels of N-terminal prohormone of brain natriuretic peptide (NT-proBNP) at 7, 91 and 365 days; appearance of arrhythmias from 24 hour Holter monitoring at 24 hours, and at 91 and 365 days; all cause death or re-hospitalisation at 365 days; and cardiovascular death or re-hospitalisation at 365 days. ETHICS AND DISSEMINATION: The institutional review board approved the trial which will comply with the Declaration of Helsinki. All patients will provide informed consent. It may offer a novel, effective and technically simple technique for patients with no other therapeutic options. The results will be submitted to indexed medical journals and national and international meetings. TRIAL REGISTRATION NUMBER: ClinicalTrials.gov: NCT02798276, pre-results.


Assuntos
Tecido Adiposo/transplante , Cicatriz/cirurgia , Ponte de Artéria Coronária , Infarto do Miocárdio/cirurgia , Miocárdio/patologia , Ensaios Clínicos Controlados Aleatórios como Assunto/métodos , Regeneração/fisiologia , Projetos de Pesquisa , Adulto , Volume Cardíaco , Ponte de Artéria Coronária/efeitos adversos , Feminino , Humanos , Masculino , Infarto do Miocárdio/fisiopatologia , Peptídeo Natriurético Encefálico , Fragmentos de Peptídeos , Estudos Prospectivos , Transplante Autólogo , Resultado do Tratamento , Função Ventricular Esquerda/fisiologia
11.
Radiologia ; 59(4): 321-328, 2017.
Artigo em Inglês, Espanhol | MEDLINE | ID: mdl-28457532

RESUMO

OBJECTIVE: To analyze the usefulness of multidetector computed tomography (MDCT) in the preprocedural evaluation and follow-up of patients undergoing radiofrequency ablation of pulmonary veins and the impact of the MDCT findings on the approach to treatment. METHOD: We retrospectively analyzed 92 consecutive MDCT studies done in 80 patients between January 2011 and June 2013; 70 (76%) studies were done before a first ablation procedure and 22 (24%) were done in patients who had undergone an ablation procedure. RESULTS: Findings were useful in 34% of the patients who underwent MDCT before the first ablation procedure and in 68% of the studies done after a procedure. The incidence of stroke associated with the ablation procedure was 3%, similar to the incidence recorded in our center before we started to use MDCT to evaluate the anatomy of the left atrium. All symptomatic patients had some pulmonary vein stenosis, and 80% had significant stenosis. Furthermore, the stenoses progressed very rapidly; treatment with balloon angioplasty was associated with early restenosis. Stenting was an alternative in cases of failed angioplasty. CONCLUSION: In the preprocedural evaluation and postprocedural follow-up of patients undergoing pulmonary vein isolation, MDCT is useful for guiding treatment and detecting complications.


Assuntos
Fibrilação Atrial/cirurgia , Ablação por Cateter , Tomografia Computadorizada Multidetectores , Veias Pulmonares/diagnóstico por imagem , Veias Pulmonares/cirurgia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Cuidados Pós-Operatórios , Cuidados Pré-Operatórios , Estudos Retrospectivos , Procedimentos Cirúrgicos Vasculares/métodos
14.
IEEE Trans Med Imaging ; 33(1): 23-37, 2014 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-24235299

RESUMO

We propose a fully 3-D methodology for the computation of myocardial nonviable tissue transmurality in contrast enhanced magnetic resonance images. The outcome is a continuous map defined within the myocardium where not only current state-of-the-art measures of transmurality can be calculated, but also information on the location of nonviable tissue is preserved. The computation is done by means of a partial differential equation framework we have called multi-stencil streamline fast marching. Using it, the myocardial and scarred tissue thickness is simultaneously computed. Experimental results show that the proposed 3-D method allows for the computation of transmurality in myocardial regions where current 2-D methods are not able to as conceived, and it also provides more robust and accurate results in situations where the assumptions on which current 2-D methods are based-i.e., there is a visible endocardial contour and its corresponding epicardial points lie on the same slice-, are not met.


Assuntos
Meios de Contraste/administração & dosagem , Aumento da Imagem/métodos , Interpretação de Imagem Assistida por Computador/métodos , Imageamento Tridimensional/métodos , Imageamento por Ressonância Magnética/métodos , Miocárdio Atordoado/patologia , Humanos , Miocárdio , Tamanho do Órgão , Reprodutibilidade dos Testes , Sensibilidade e Especificidade
15.
Circ Cardiovasc Interv ; 6(6): 625-34, 2013 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-24280965

RESUMO

BACKGROUND: There is scant information on the prevalence and factors associated with preoperative anemia in patients undergoing transcatheter aortic valve implantation (TAVI) and whether it is associated with mortality. We sought to determine the prevalence and factors associated with preoperative anemia in addition to the prognostic effects of the various levels of preoperative hemoglobin level on mortality in patients undergoing TAVI. METHODS AND RESULTS: Ten-center observational study encompassing 1696 patients with aortic stenosis who underwent TAVI was conducted. Anemia was defined by the World Health Organization criteria (hemoglobin <12.0 g/dL in women and <13.0 g/dL in men). The prevalence of preoperative anemia was 57%. Patient-related factors associated with preoperative anemia were (descending order of odds ratio [95% confidence interval]) as follows: anemia-related medication (4.90 [3.08-7.80]), history of heart failure (1.77 [1.43-2.20]), male sex (1.69 [1.32-2.16]), mitral regurgitation grade ≥III (1.61 [1.15-2.25]), history of malignancy (1.44 [1.03-2.09]), and peripheral vascular disease (1.33 [1.04-1.70]). The creatinine clearance was inversely associated with preoperative anemia (odds ratio, 0.92 [0.87-0.97]). In multivariable analyses, preoperative anemia was not associated with 30-day mortality (1.72 [0.96-3.12]; P=0.073) but showed the strongest association with 1-year mortality with a hazard ratio (95% confidence interval) of 2.78 (1.60-4.82) in patients with hemoglobin <10 g/dL. Patients with anemia received ≥1 blood transfusion 2× more often, but the indication of transfusion was unrelated to overt bleeding in 60%. Blood transfusion was associated with mortality at 30 days (odds ratio, 1.25 [95% confidence interval, 1.08-3.67]) and during follow-up (hazard ratio, 1.09 [95% confidence interval, 1.03-1.14]). CONCLUSIONS: Preoperative anemia is prevalent in >50% of patients undergoing TAVI. Various baseline factors were related to anemia, which in turn was associated with 1-year mortality. Patients with anemia received more transfusions but mostly for indications unrelated to overt bleeding, whereas transfusion was independently associated with both early and 1-year mortality. These findings indicate that optimization of baseline factors related to preoperative anemia, in addition to more strict criteria of the use of blood products, may improve outcome after TAVI.


Assuntos
Anemia/complicações , Anemia/epidemiologia , Cateterismo Cardíaco/mortalidade , Implante de Prótese de Valva Cardíaca/mortalidade , Próteses Valvulares Cardíacas , Valvas Cardíacas/cirurgia , Período Pré-Operatório , Fatores Etários , Idoso , Idoso de 80 Anos ou mais , Transfusão de Sangue , Feminino , Seguimentos , Humanos , Masculino , Prevalência , Prognóstico , Estudos Retrospectivos , Fatores Sexuais , Taxa de Sobrevida , Fatores de Tempo
17.
Med Image Anal ; 15(3): 283-301, 2011 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-21354361

RESUMO

A stochastic deformable model is proposed for the segmentation of the myocardium in Magnetic Resonance Imaging. The segmentation is posed as a probabilistic optimization problem in which the optimal time-dependent surface is obtained for the myocardium of the heart in a discrete space of locations built upon simple geometric assumptions. For this purpose, first, the left ventricle is detected by a set of image analysis tools gathered from the literature. Then, the segmentation solution is obtained by the Maximization of the Posterior Marginals for the myocardium location in a Markov Random Field framework which optimally integrates temporal-spatial smoothness with intensity and gradient related features in an unsupervised way by the Maximum Likelihood estimation of the parameters of the field. This scheme provides a flexible and robust segmentation method which has been able to generate results comparable to manually segmented images for some derived cardiac function parameters in a set of 43 patients affected in different degrees by an Acute Myocardial Infarction.


Assuntos
Algoritmos , Inteligência Artificial , Interpretação de Imagem Assistida por Computador/métodos , Imageamento Tridimensional/métodos , Imagem Cinética por Ressonância Magnética/métodos , Modelos Cardiovasculares , Reconhecimento Automatizado de Padrão/métodos , Simulação por Computador , Humanos , Aumento da Imagem/métodos , Cadeias de Markov , Modelos Biológicos , Modelos Estatísticos , Reprodutibilidade dos Testes , Sensibilidade e Especificidade
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