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1.
J Stroke Cerebrovasc Dis ; 29(11): 105248, 2020 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-33066888

RESUMO

INTRODUCTION: Acute ischemic stroke is the most common neurological complication of infective endocarditis. Intravenous thrombolysis is contraindicated in these patients due to a higher risk of hemorrhagic complications. Whether mechanical thrombectomy has some benefit in these patients remains unanswered although some favorable results can be found in literature. METHODS: We report twelve cases of acute ischemic stroke due to septic emboli treated with mechanical thrombectomy in two comprehensive stroke centers. RESULTS: Median age was 63 years (IQR 58.8-77.5 years). Diagnosis of infective endocarditis was previous to the diagnosis of stroke in three of the patients. There were five cases of prosthetic-valve endocarditis and eight cases of native-valve endocarditis. Two patients were treated with intravenous thrombolysis with an extensive subarachnoid hemorrhage in 24 h follow-up CT in one of them. Another patient suffered an arterial perforation during the endovascular procedure without successful recanalization. 6 of the patients (50%) developed some type of hemorrhagic complications with three cases of symptomatic intracerebral hemorrhage. Early neurological recovery was achieved in 3 (25%) patients. Functional independence at 3 months in patients with successful revascularization was reached in 50% of the cases. CONCLUSIONS: In patients with large vessel acute ischemic stroke related to infective endocarditis, mechanical thrombectomy might be considered with some potential benefit reported. There may be a high risk of hemorrhagic complications, as known for intravenous thrombolysis in this condition, suggesting that this procedure should be carefully evaluated in these patients.


Assuntos
Isquemia Encefálica/terapia , Endocardite Bacteriana/microbiologia , Procedimentos Endovasculares , Embolia Intracraniana/terapia , Acidente Vascular Cerebral/terapia , Trombectomia , Adulto , Idoso , Idoso de 80 Anos ou mais , Isquemia Encefálica/diagnóstico por imagem , Isquemia Encefálica/microbiologia , Tomada de Decisão Clínica , Endocardite Bacteriana/complicações , Endocardite Bacteriana/diagnóstico , Procedimentos Endovasculares/efeitos adversos , Feminino , Humanos , Embolia Intracraniana/diagnóstico por imagem , Embolia Intracraniana/microbiologia , Hemorragias Intracranianas/etiologia , Masculino , Pessoa de Meia-Idade , Recuperação de Função Fisiológica , Medição de Risco , Fatores de Risco , Espanha , Acidente Vascular Cerebral/diagnóstico por imagem , Acidente Vascular Cerebral/microbiologia , Trombectomia/efeitos adversos , Resultado do Tratamento
2.
J Stroke Cerebrovasc Dis ; 29(7): 104805, 2020 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-32334917

RESUMO

INTRODUCTION: The prognostic value of leptomeningeal collateral circulation in thrombectomy-treated patients remains unclear. We evaluated the construct validity of assessing leptomeningeal collateral circulation using a new regional perfusion CT source image-based approach, the Perfusion Acquisition for THrombectomy Scale (PATHS). We also compared the prognostic value of PATHS with a further 6 scales based on various techniques: CT-angiography, perfusion CT, and digital subtraction angiography. Additionally, we studied the relationship between the scores for the different scales. PATIENTS AND METHODS: We performed a retrospective study of consecutive patients with stroke and M1/terminal carotid occlusion treated with thrombectomy in our center. Leptomeningeal collateral circulation was prospectively evaluated using 7 scales: Tan and Miteff (CT Angiography); Calleja, Cao, American Society of Intervention and Therapeutic Neuroradiology/Society of Interventional Radiology, and PATHS (perfusion); and Christoforidis (Digital Subtraction Angiography). Correlations were studied using the Spearman method. RESULTS: The study population comprised 108 patients. All scales predicted the modified Rankin Scale at 3 months (P ≤ .02) and all but 1 (Christoforidis) correlated with 24-hour brain infarct volume (P ≤ .02). These correlations were higher with PATHS (rho = -0.47, P < .001 for 3-month modified Rankin Scale; rho = -0.35, P < .001 for follow-up infarct volume). The multivariate analysis showed PATHS to be an independent predictor of modified Rankin Scale at 3 months less than equal to 2. A crosscorrelation analysis revealed a better correlation between scales that used the same techniques. CONCLUSIONS: PATHS can be used to assess leptomeningeal collateral circulation. PATHS had better prognostic value than other scales; therefore, it might be considered for assessment of leptomeningeal collateral circulation in candidates for thrombectomy. The moderate correlation between scales suggests that scores are not interchangeable.


Assuntos
Circulação Cerebrovascular , Circulação Colateral , Infarto da Artéria Cerebral Média/terapia , Artéria Cerebral Média/diagnóstico por imagem , Tomografia Computadorizada Multidetectores , Imagem de Perfusão/métodos , Trombectomia , Idoso , Angiografia Cerebral , Angiografia por Tomografia Computadorizada , Avaliação da Deficiência , Feminino , Humanos , Infarto da Artéria Cerebral Média/diagnóstico por imagem , Infarto da Artéria Cerebral Média/mortalidade , Infarto da Artéria Cerebral Média/fisiopatologia , Masculino , Pessoa de Meia-Idade , Artéria Cerebral Média/fisiopatologia , Variações Dependentes do Observador , Valor Preditivo dos Testes , Reprodutibilidade dos Testes , Estudos Retrospectivos , Fatores de Risco , Trombectomia/efeitos adversos , Trombectomia/mortalidade , Fatores de Tempo , Resultado do Tratamento
3.
Clin Ther ; 41(6): 1199-1212.e2, 2019 06.
Artigo em Inglês | MEDLINE | ID: mdl-31128980

RESUMO

PURPOSE: Clopidogrel is a thienopyridine prodrug that inhibits platelet aggregation. It is prescribed to prevent atherothrombotic and thromboembolic events in patients receiving a stent implant in carotid, vertebral, or cranial arteries. The influence of cytochrome P-450 (CYP) 2C19 on the response to clopidogrel has been widely studied; however, the effect of other genes involved in clopidogrel absorption and metabolism has not been established in this cohort of patients. METHODS: This observational retrospective study assessed the antiplatelet response and the prevalence of hemorrhagic or ischemic events after percutaneous neurointervention in clopidogrel-treated patients, related to 35 polymorphisms in the genes encoding the clopidogrel-metabolizing enzymes (CYP2C19, CYP1A2, CYP2B6, CYP2C9, CYP2C9, CYP3A4, CYP3A5, carboxylesterase-1 [CES1], and paraoxonase-1 [PON1]), P-glycoprotein transporter (ABCB1), and platelet receptor P2Y12. Polymorphisms were analyzed by quantitative real-time polymerase chain reaction and matrix-assisted laser desorption/ionization-time-of-flight mass spectrometry. Antiplatelet response was documented with the VerifyNow system (Accriva, San Diego, California). FINDINGS: We confirmed that CYP2C19 is the most important enzyme involved in clopidogrel response. The carriage of the CYP2C19*2 allele was strongly associated with hyporesponse to clopidogrel, while the CYP2C19*17 allele was a protective factor for the development of ischemic events (odds ratio = 0.149; P = 0.002) but a risk factor for bleeding (odds ratio = 3.60; P = 0.038). Patients carrying ABCB1 mutated alleles showed lower aggregation values, suggesting that clopidogrel absorption is influenced by P-glycoprotein. In fact, the percentage of responders was significantly higher in the group carrying the mutated haplotype compared to the wild type (80.8% vs 43.3%; P = 0.009). Patients with the CES1 G143E C/T genotype showed a considerably lower, aggregation value versus wild-type patients, although the difference was not significant likely due to the small sample size (59.0 [21.2] vs 165.2 [86.0] PRU; P = 0.084), which suggests an increased active metabolite formation. No relationship was found between polymorphisms in other CYP genes, PON1, or P2RY12 and response to clopidogrel in patients subjected to neurointervention procedures. IMPLICATIONS: Therapeutic guidelines recommend that CYP2C19 intermediate and poor metabolizers with acute coronary syndromes undergoing percutaneous coronary intervention receive an alternative antiplatelet therapy; however, genotype-guided therapy is not a standard recommendation for neurovascular conditions. This is the first study to carry out a joint analysis of CYP2C19 and other genes involved in clopidogrel treatment in patients receiving percutaneous neurointervention. Our findings support routine genotyping in clopidogrel-treated patients. Moreover, we encourage considering an alternative antiplatelet therapy in CYP2C19 intermediate, poor and ultrarapid metabolizers. Additionally, ABCB1 polymorphisms could be considered for a better pharmacogenetic approach.


Assuntos
Arildialquilfosfatase/genética , Hidrolases de Éster Carboxílico/genética , Clopidogrel , Sistema Enzimático do Citocromo P-450/genética , Receptores Purinérgicos P2Y12/genética , Subfamília B de Transportador de Cassetes de Ligação de ATP/genética , Idoso , Transtornos Cerebrovasculares/cirurgia , Clopidogrel/farmacocinética , Clopidogrel/uso terapêutico , Feminino , Hemorragia/tratamento farmacológico , Hemorragia/epidemiologia , Hemorragia/genética , Hemorragia/prevenção & controle , Humanos , Isquemia/tratamento farmacológico , Isquemia/epidemiologia , Isquemia/genética , Isquemia/prevenção & controle , Masculino , Pessoa de Meia-Idade , Inibidores da Agregação Plaquetária/farmacocinética , Inibidores da Agregação Plaquetária/uso terapêutico , Estudos Retrospectivos
4.
Clin Pharmacol Ther ; 105(3): 661-671, 2019 03.
Artigo em Inglês | MEDLINE | ID: mdl-29536505

RESUMO

This observational retrospective study assessed the antiplatelet response and clinical events after clopidogrel treatment in patients who underwent percutaneous neurointervention, related to CYP2C19 metabolizer status (normal (NM), intermediate/poor (IM-PM), and ultrarapid (UM); inferred from *2, *3, and *17 allele determination). From 123 patients, IM-PM had a higher aggregation value (201.1 vs. 137.6 NM, 149.4 UM, P < 0.05) and lower response rate (37.5% vs. 69.8% NM, 61.1% UM), along with higher treatment change rate (25% vs. 5.7% NM, 10.5% UM). The highest ischemic events incidence occurred in NM (11.3% vs. 6.3% IM, 10.5% UM) and hemorrhagic events in UM (13.2% vs. 0% IM and 3.8% NM). No differences were found regarding ischemic event onset time, while hemorrhagic event frequency in UM was higher with shorter onset time (P = 0.047). CYP2C19 no-function and increased function alleles defined the clopidogrel response. UM patients had increased bleeding risk. Therapeutic recommendations should include dose reduction or treatment change in UM.


Assuntos
Angioplastia/tendências , Clopidogrel/administração & dosagem , Citocromo P-450 CYP2C19/genética , Fenótipo , Inibidores da Agregação Plaquetária/administração & dosagem , Idoso , Idoso de 80 Anos ou mais , Angioplastia/efeitos adversos , Clopidogrel/efeitos adversos , Citocromo P-450 CYP2C19/metabolismo , Feminino , Hemorragia/induzido quimicamente , Hemorragia/etiologia , Hemorragia/genética , Humanos , Masculino , Pessoa de Meia-Idade , Inibidores da Agregação Plaquetária/efeitos adversos , Estudos Retrospectivos
5.
J Neurointerv Surg ; 10(9): 834-838, 2018 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-29275325

RESUMO

BACKGROUND AND PURPOSE: To investigate the efficacy and safety of mechanical thrombectomy in patients with acute ischemic stroke according to the oral anticoagulation medication taken at the time of stroke onset. MATERIALS AND METHODS: A retrospective multicenter study of prospectively collected data based on data from the registry the Madrid Stroke Network was performed. We included consecutive patients with acute ischemic stroke treated with mechanical thrombectomy and compared the frequency of intracranial hemorrhage and the modified Rankin Scale (mRS) score at 3 months according to anticoagulation status. RESULTS: The study population comprised 502 patients, of whom 389 (77.5%) were not anticoagulated, 104 (20.7%) were taking vitamin K antagonists, and 9 (1.8%) were taking direct oral anticoagulants. Intravenous thrombolysis had been performed in 59.8% and 15.0% of non-anticoagulated and anticoagulated patients, respectively. Rates of intracranial hemorrhage after treatment were similar between non-anticoagulated and anticoagulated patients, as were rates of recanalization. After 3 months of follow-up, the mRS score was ≤2 in 56.3% and 55.7% of non-anticoagulated and anticoagulated patients, respectively (P=NS). Mortality rates were similar in the two groups (13.1%and12.4%, respectively). Among anticoagulated patients, no differences were found for intracranial bleeding, mRS score, or mortality rates between patients taking vitamin K antagonists and those taking direct oral anticoagulants. CONCLUSIONS: Mechanical thrombectomy is feasible in anticoagulated patients with acute ischemic stroke. The outcomes and safety profile are similar to those of patients with no prior anticoagulation therapy.


Assuntos
Anticoagulantes/administração & dosagem , Isquemia Encefálica/epidemiologia , Isquemia Encefálica/terapia , Acidente Vascular Cerebral/epidemiologia , Acidente Vascular Cerebral/terapia , Trombectomia/tendências , Administração Oral , Idoso , Idoso de 80 Anos ou mais , Isquemia Encefálica/diagnóstico por imagem , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Prospectivos , Sistema de Registros , Estudos Retrospectivos , Espanha/epidemiologia , Acidente Vascular Cerebral/diagnóstico por imagem , Resultado do Tratamento
6.
J Neurointerv Surg ; 9(12): 1173-1178, 2017 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-27998956

RESUMO

BACKGROUND AND PURPOSE: The benefits of mechanical thrombectomy (MT) in basilar artery occlusions (BAO) have not been explored in recent clinical trials. We compared outcomes and procedural complications of MT in BAO with anterior circulation occlusions. METHODS: Data from the Madrid Stroke Network multicenter prospective registry were analyzed, including baseline characteristics, procedure times, procedural complications, symptomatic intracranial hemorrhage (SICH), modified Rankin Scale (mRS), and mortality at 3 months. RESULTS: Of 479 patients treated with MT, 52 (11%) had BAO. The onset to reperfusion time lapse was longer in patients with BAO (median (IQR) 385 min (320-540) vs 315 min (240-415), p<0.001), as was the duration of the procedures (100 min (40-130) vs 60 min (39-90), p=0.006). Moreover, the recanalization rate was lower (75% vs 84%, p=0.01). A trend toward more procedural complications was observed in patients with BAO (32% vs 21%, p=0.075). The frequency of SICH was 2% vs 5% (p=0.25). At 3 months, patients with BAO had a lower rate of independence (mRS 0-2) (40% vs 58%, p=0.016) and higher mortality (33% vs 12%, p<0.001). The rate of futile recanalization was 50% in BAO versus 35% in anterior circulation occlusions (p=0.05). Age and duration of the procedure were significant predictors of futile recanalization in BAO. CONCLUSIONS: MT is more laborious and shows more procedural complications in BAO than in anterior circulation strokes. The likelihood of futile recanalization is higher in BAO and is associated with greater age and longer procedure duration. A refinement of endovascular procedures for BAO might help optimize the results.


Assuntos
Artéria Basilar/cirurgia , Acidente Vascular Cerebral/cirurgia , Trombectomia/métodos , Trombose/cirurgia , Idoso , Arteriopatias Oclusivas/diagnóstico por imagem , Arteriopatias Oclusivas/cirurgia , Artéria Basilar/diagnóstico por imagem , Infarto Encefálico/diagnóstico por imagem , Infarto Encefálico/cirurgia , Procedimentos Endovasculares/efeitos adversos , Procedimentos Endovasculares/métodos , Feminino , Humanos , Hemorragias Intracranianas/etiologia , Pessoa de Meia-Idade , Complicações Pós-Operatórias/diagnóstico por imagem , Complicações Pós-Operatórias/etiologia , Estudos Prospectivos , Acidente Vascular Cerebral/diagnóstico por imagem , Trombectomia/efeitos adversos , Trombose/diagnóstico por imagem , Fatores de Tempo , Resultado do Tratamento
7.
Medicine (Baltimore) ; 93(1): 42-52, 2014 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-24378742

RESUMO

Peripheral mycotic aneurysms (PMAs) are a relatively rare but serious complication of infective endocarditis (IE). We conducted the current study to describe and compare the current epidemiologic, microbiologic, clinical, diagnostic, therapeutic, and prognostic characteristics of patients with symptomatic PMAs (SPMAs). A descriptive, comparative, retrospective observational study was performed in 3 tertiary hospitals, which are reference centers for cardiac surgery. From 922 definite IE episodes collected from 1996 to 2011, 18 patients (1.9%) had SPMAs. Because all SPMAs developed in left-sided IE, we performed a comparative study between 719 episodes of left-sided IE without SPMAs and 18 episodes with SPMAs. We found a higher frequency of intravenous drug abuse, native valve IE, intracranial bleeding, septic emboli, multiple embolisms, and IE diagnostic delay >30 days in patients with SPMAs than in patients without SPMAs. The causal microorganisms were gram-positive cocci (n =10), gram-negative bacilli (n = 2), gram-positive bacilli (n = 3), Bartonella henselae (n = 1), Candida albicans (n = 1), and negative culture (n = 1). The median IE diagnosis delay was 15 days (interquartile range [IQR], 13-33 d) in the case of high-virulence microorganisms versus 45 days (IQR, 30-240 d) in the case of low- to medium-virulence microorganisms. Twelve SPMAs were intracranial and 6 were extracranial. In 10 cases (8 intracranial and 2 extracranial), SPMAs were the initial presentation of IE; the remaining cases developed symptoms during or after finishing parenteral antibiotic treatment. The initial diagnosis of intracranial SPMAs was made by computed tomography (CT) or magnetic resonance imaging in 6 unruptured aneurysms and by angiography in 6 ruptured aneurysms. The initial test in extracranial SPMAs was Doppler ultrasonography in limbs, CT in liver, and coronary angiography in heart. Four (3 intracranial, 1 extracranial) of 7 (6 intracranial, 1 extracranial) patients treated only with antibiotics died. Surgical resection was performed in 7 (3 intracranial, 4 extracranial) and endovascular repair in 4 (3 intracranial, 1 extracranial) patients; all of them survived. In conclusion, we found that SPMAs were a rare complication of IE that developed only in left-sided IE, and especially in native valves. Intracranial hemorrhage, embolism, multiple embolisms, and diagnostic delay of IE were more common in patients with SPMAs. The microbiologic profile was diverse, but microorganisms of low-medium virulence were predominant, and had a greater delayed diagnosis of IE than those caused by microorganisms of high virulence. SPMAs were often the initial presentation of IE. The most common location of SPMAs was intracranial. Noninvasive radiologic imaging techniques were the initial imaging test in intracranial unruptured SPMAs and in most extracranial SPMAs. Surgical and endovascular treatments were safe and effective. Endovascular treatment could be the first line of treatment in selected cases. Mortality was high in those cases treated only with antibiotics.


Assuntos
Aneurisma Infectado/microbiologia , Endocardite/complicações , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Aneurisma Infectado/epidemiologia , Aneurisma Infectado/terapia , Criança , Endocardite/epidemiologia , Endocardite/microbiologia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Espanha/epidemiologia , Adulto Jovem
8.
Radiology ; 268(2): 515-20, 2013 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-23525205

RESUMO

PURPOSE: To investigate if glutamate levels also increase in carotid angioplasty and stent placement (CAS) procedures, since high plasma glutamate levels are associated with ischemic infarction and transient ischemic attacks, but the length of ischemia needed to elicit such elevation has not been assessed. MATERIALS AND METHODS: All patients or their relatives signed informed consent. By using high-performance liquid chromatography, plasma glutamate concentrations were determined in 74 patients treated with CAS. Blood samples were obtained with arterial and peripheral venous catheterization before and after the procedure, and venous blood samples were obtained 24, 48, and 72 hours after CAS. Glutamate concentrations were also analyzed in two different control groups: 16 patients without carotid stenosis before and after diagnostic cerebral angiography and 20 patients treated with coronary angioplasty and stent placement. The χ(2) test, t test, and analysis of variance were used to compare glutamate concentrations among the groups. RESULTS: Baseline glutamate concentrations were similar between patients who underwent CAS and both control groups. In CAS patients, glutamate concentrations in venous blood increased immediately after the procedure (354.1 µmol/L ± 132.8) and returned to baseline levels at 24 hours (129.5 µmol/L ± 56.8) (P < .0001). Glutamate concentrations remained unchanged over time in both control groups. CONCLUSION: A rapid increase in plasma glutamate levels occurs after CAS procedures, unrelated to stroke.


Assuntos
Angioplastia , Isquemia Encefálica/sangue , Estenose das Carótidas/cirurgia , Ácido Glutâmico/sangue , Stents , Idoso , Idoso de 80 Anos ou mais , Análise de Variância , Biomarcadores/sangue , Isquemia Encefálica/diagnóstico por imagem , Estenose das Carótidas/diagnóstico por imagem , Estudos de Casos e Controles , Angiografia Cerebral , Distribuição de Qui-Quadrado , Cromatografia Líquida de Alta Pressão , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Prospectivos , Estatísticas não Paramétricas , Ultrassonografia Doppler Transcraniana
9.
Gastroenterol Hepatol ; 29(6): 338-40, 2006.
Artigo em Espanhol | MEDLINE | ID: mdl-16790182

RESUMO

We describe the case of a 60-year-old woman who presented with thoracic pain followed by hematemesis. Aortoesophageal fistula was diagnosed. Double aortic and esophageal protheses were placed with good clinical outcome. After 15 days, the patient presented migration of the esophageal prothesis and a further endoscopic examination was performed. A fishbone was visualized in the fistula orifice.


Assuntos
Aorta , Fístula Esofágica/diagnóstico , Corpos Estranhos , Hemorragia Gastrointestinal/etiologia , Fístula Vascular/diagnóstico , Fístula Esofágica/etiologia , Fístula Esofágica/cirurgia , Feminino , Migração de Corpo Estranho , Humanos , Pessoa de Meia-Idade , Fístula Vascular/etiologia , Fístula Vascular/cirurgia
10.
Eur Radiol ; 13(4): 823-9, 2003 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-12664123

RESUMO

The objective of this prospective study was to evaluate the sensitivity, specificity, positive and negative predictive values, and interobserver agreement in the diagnosis of pulmonary embolism with helical CT, compared with pulmonary angiography, for both global results and for selective vascular territories. Helical CT and pulmonary angiography were performed on 66 consecutive patients with clinical suspicion of pulmonary embolism. The exams were blindly interpreted by a vascular radiologist and by two independent thoracic radiologists. Results were analyzed for the final diagnosis as well as separately for 20 different arterial territories in each patient. Pulmonary angiography revealed embolism in 25 patients (38%); 48% were main, 28% lobar, 16% segmental, and 8% subsegmental. The sensitivity, specificity, and positive and negative predictive values of helical CT for observer 1 were, respectively, 91, 81.5, 75, and 94%; in 7.5% of the patients the exam was considered indeterminate. For observer 2 the values were, respectively, 88, 86, 81.5, and 91%; in 9% of the patients the exam was considered indeterminate. Main arteries were considered as non-valuable in 0-0.8%, the lobar in 1.5%, the segmental in 7.5-8.5%, and the subsegmental in 55-60%. Interobserver agreement for the final diagnosis was 80% (kappa 0.65). For each vascular territory, this was 98% (kappa 0.91) for main arteries, 92% (kappa 0.78) for lobar arteries, 79% (kappa 0.56) for segmental arteries, and 59% (kappa 0.21) for subsegmental arteries. Helical CT is a reliable method for pulmonary embolism diagnosis, with good interobserver agreement for main, lobar, and segmental territories. Worse results are found for subsegmental arteries, with high incidence of non-valuable branches and poor interobserver agreement.


Assuntos
Angiografia , Embolia Pulmonar/diagnóstico por imagem , Tomografia Computadorizada Espiral , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Variações Dependentes do Observador , Valor Preditivo dos Testes , Estudos Prospectivos , Artéria Pulmonar/diagnóstico por imagem , Sensibilidade e Especificidade
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