977 resultados para Cardiac Troponin-i
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1 The calcineurin (CaN) enzyme-transcriptional pathway is critically involved in hypertrophy of heart muscle in some animal models. Currently there is no information concerning the regulation of CaN activation by endogenous agonists in human heart. 2 Human right ventricular trabeculae from explanted human ( 14 male/2 female) failing hearts were set up in a tissue bath and electrically paced at 1Hz and incubated with or without 100 nM endothelin-1 (ET-1), 10 mu M, angiotensin-II (Ang II) or 20 nM human urotensin-II (hUII) for 30 min. Tissues from four patients were incubated with 200 nM tacrolimus (FK506) for 30 min and then incubated in the presence or absence of ET-1 for a further 30 min. 3 ET-1 increased contractile force in all 13 patients (P < 0.001). Ang II and hUII increased contractile force in three out of eight and four out of 10 patients but overall nonsignificantly (P > 0.1). FK506 had no effect on contractile force (P = 0.12). 4 ET-1, Ang II and hUII increased calcineurin activity by 32, 71 and 15%, respectively, while FK506 reduced activity by 34%. ET-1 in the presence of FK506 did not restore calcineurin activity (P = 0.1). 5 There was no relationship between basal CaN activity and expression levels in the right ventricle. Increased levels of free phosphate were detected in ventricular homogenates that were incubated with PKC epsilon compared to samples incubated without PKCe. 6 Endogenous cardiostimulants which activate G alpha q-coupled receptors increase the activity of calcineurin in human heart following acute (30 min) exposure. PKC may contribute to this effect by increasing levels of phosphorylated calcineurin substrate.
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FUNDAMENTO: As troponinas cardíacas são marcadores altamente sensíveis e específicos de lesão miocárdica. Esses marcadores foram detectados na insuficiência cardíaca (IC) e estão associadas com mau prognóstico. OBJETIVO: Avaliar a relação da troponina T (cTnT) e suas faixas de valores com o prognóstico na IC descompensada. MÉTODOS: Estudaram-se 70 pacientes com piora da IC crônica que necessitaram de hospitalização. Na admissão, o modelo de Cox foi utilizado para avaliar as variáveis capazes de predizer o desfecho composto por morte ou re-hospitalização em razão de piora da IC durante um ano. RESULTADOS: Durante o seguimento, ocorreram 44 mortes, 36 re-hospitalizações por IC e 56 desfechos compostos. Na análise multivariada, os preditores de eventos clínicos foram: cTnT (cTnT > 0,100 ng/ml; hazard ratio (HR) 3,95 intervalo de confiança (IC) 95%: 1,64-9,49, p = 0,002), diâmetro diastólico final do ventrículo esquerdo (DDVE >70 mm; HR 1,92, IC95%: 1,06-3,47, p = 0,031) e sódio sérico (Na <135 mEq/l; HR 1,79, IC95%: 1,02-3,15, p = 0,044). Para avaliar a relação entre a elevação da cTnT e o prognóstico na IC descompensada, os pacientes foram estratificados em três grupos: cTnT-baixo (cTnT < 0,020 ng/ml, n = 22), cTnT-intermediário (cTnT > 0,020 e < 0,100 ng/ml, n = 36) e cTnT-alto (cTnT > 0,100 ng/ml, n = 12). As probabilidades de sobrevida e sobrevida livre de eventos foram: 54,2%, 31,5%, 16,7% (p = 0,020), e 36,4%, 11,5%, 8,3% (p = 0,005), respectivamente. CONCLUSÃO: A elevação da cTnT está associada com mau prognóstico na IC descompensada, e o grau dessa elevação pode facilitar a estratificação de risco
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Aerobic exercise training leads to a physiological, nonpathological left ventricular hypertrophy; however, the underlying biochemical and molecular mechanisms of physiological left ventricular hypertrophy are unknown. The role of microRNAs regulating the classic and the novel cardiac renin-angiotensin (Ang) system was studied in trained rats assigned to 3 groups: (1) sedentary; (2) swimming trained with protocol 1 (T1, moderate-volume training); and (3) protocol 2 (T2, high-volume training). Cardiac Ang I levels, Ang-converting enzyme (ACE) activity, and protein expression, as well as Ang II levels, were lower in T1 and T2; however, Ang II type 1 receptor mRNA levels (69% in T1 and 99% in T2) and protein expression (240% in T1 and 300% in T2) increased after training. Ang II type 2 receptor mRNA levels (220%) and protein expression (332%) were shown to be increased in T2. In addition, T1 and T2 were shown to increase ACE2 activity and protein expression and Ang (1-7) levels in the heart. Exercise increased microRNA-27a and 27b, targeting ACE and decreasing microRNA-143 targeting ACE2 in the heart. Left ventricular hypertrophy induced by aerobic training involves microRNA regulation and an increase in cardiac Ang II type 1 receptor without the participation of Ang II. Parallel to this, an increase in ACE2, Ang (1-7), and Ang II type 2 receptor in the heart by exercise suggests that this nonclassic cardiac renin-angiotensin system counteracts the classic cardiac renin-angiotensin system. These findings are consistent with a model in which exercise may induce left ventricular hypertrophy, at least in part, altering the expression of specific microRNAs targeting renin-angiotensin system genes. Together these effects might provide the additional aerobic capacity required by the exercised heart. (Hypertension. 2011;58:182-189.).
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Two forms of the activated beta(1)-adrenoceptor exist, one that is stabilized by (-)-noradrenaline and is sensitive to blockade by (-)-propranolol and another which is stabilized by partial agonists such as (-)-pindolol and (-)-CGP 12177 but is relatively insensitive to (-)-propranolol. We investigated the effects of stimulation of the propranolol-resistant PI-adrenoceptor in the human heart. Myocardium from non-failing and failing human hearts were set up to contract at 1 Hz. In right atrium from non-ailing hearts in the presence of 200 nM (-)-propranolol, (-)-CGP 12177 caused concentration-dependent increases in contractile force (-logEC(50)[M] 7.3+/-0.1, E-max 23+/-1% relative to maximal (-)-isoprenaline stimulation of beta(1)- and beta(2)-adrenoceptors, n=86 patients), shortening of the time to reach peak force (-logEC(50)[M] 7.4+/-0.1, E-max 37+/-5%, n=61 patients) and shortening of the time to reach 50% relaxation (t(50%), -logEC(50)[M] 7.3+/-0.1, E-max 33+/-2%, n=61 patients). The potency and maxima of the positive inotropic effects were independent of Ser49Gly- and Gly389Arg-beta(1)-adrenoceptor polymorphisms but were potentiated by the phosphodiesterase inhibitor 3-isobutyl-1-methylxanthine (-logEC(50)[M] 7.7+/-0.1, E-max 68+/-6%, n=6 patients, P
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METHODS: 20 inactive (10 male, 10 female) underwent a single typical WBV session, with a total of 27 minutes of exercise on an oscillating platform at 26 Hz, involving upper and lower body muscles. Each exercise lasted 90 seconds, with 40 seconds pauses inbetween. Muscle enzymes (CK, transaminase, LDH, troponin I) were measured before, at 24, 48 and 96 hours post exercise. Lactate was measured immediately after the session. Muscle aches were assessed during 4 days post-exercise.RESULTS: Subjects' mean age was 23.0 ± 3.5 (male), 22.4 ± 1.4 (female), BMI 22.8 ± 2.3 and 22.1 ± 1.9, and all had been inactive for at least 12 months. Post exercise lactatemia was 10.0 ± 2.4 and 6.9 ± 2.4. CK elevation was significant (at least doubling of baseline values) in 1 male and 4 female subjects, while they remained at baseline values for the remaining 15 subjects. One female subject peaked at 3520 U/l at 96 hours post exercise, and all but one peaked at the same late time. Troponin and CK-MB never increased. No correlation was found between muscle soreness and CK levels.CONCLUSIONS: WBV can elicit important anaerobic processes reflected by the high lactacidemia, and CK elevation was significant in 25 % of subjects, peaking at the fourth day after exercise for 80 % of those. Such exercises should not be regarded as trivial and "easy" as they are advertised, since they can provoke important anaerobia and CK elevation. Many fragile patients or patients treated for cardiovascular disease could benefit from WBV but it is important to recognise these potential effects, especially in those treated with statins, known to cause a myopathy and CK elevation. Before considering a side effect of an important therapeutic agent, doctors should be aware of the possible interaction with not-so-harmless exercising machines.
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OBJECTIVES: To evaluate the prevalence and clinical presentation of myocardial infarction (MI) and myocarditis in young adults presenting with chest pain (CP) and an elevated serum troponin I (TnI) to the emergency department (ED). DESIGN: Retrospective, observational, single-centre study. PARTICIPANTS: All consecutive patients 18-40 years old admitted to the ED for CP with an elevated TnI concentration. PRIMARY OUTCOME MEASURES: Prevalence of MI, myocarditis and the characterisation of clinical presentation. RESULTS: 1588 patients between 18 and 40 years old were admitted to the ED with CP during 30 consecutive months. 49 (3.1%) patients with an elevated TnI (>0.09 μg/l) were included. 32.7% (16/49) were diagnosed with MI (11 ST-elevation myocardial infarction (STEMI) and 5 non-ST-elevation myocardial infarction (NSTEMI)) and 59.2% (29/49) with myocarditis. Compared with patients with myocarditis, MI patients were older (34.1±3.8 vs 26.9±6.4, p=0.0002) with more cardiovascular risk factors (mean 2.06 vs 0.69). Diabetes (18.8% vs 0%, p=0.0039), dyslipidaemia (56.2% vs 3.4%, p<0.0001) and family history of coronary artery disease (CAD) (37.5% vs 10.3% p=0.050) were associated with MI. Fever or recent viral illness were present in 75.9% (22/29) of patients with myocarditis, and in 0% of MI patients (p<0.0001). During follow-up, two patients with myocarditis were re-admitted for CP. CONCLUSIONS: In this study, 32.7% of patients <40-year-old admitted to an ED with CP and elevated TnI had a diagnosis of MI. Key distinctive clinical factors include diabetes, dyslipidaemia, family history of CAD and fever or recent viral illness.
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El objetivo del estudio es evaluar el remodelado estructural y funcional de las arterias pulmonares asociado a insuficiencia respiratoria crónica severa, mediante ecografía intravascular (IVUS). Se incluyeron 80 pacientes en estudio pretrasplante pulmonar a los que se les realizó cateterismo cardiaco derecho e IVUS de una arteria pulmonar de mediano calibre. A través del IVUS se determinó el módulo elástico, pulsatilidad y porcentaje de fibrosis arterial. La insuficiencia respiratoria crónica se asoció a una vasculopatía arterial pulmonar severa, independientemente de la presencia de hipertensión pulmonar. Los pacientes con EPOC (enfermedad pulmonar obstructiva crónica) presentaban un mayor grado de fibrosis arterial, mientras que los pacientes con EPID (enfermedad pulmonar intersticial difusa) presentaban mayor rigidez arterial.
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OBJECTIVES: Coarctation of the aorta is one of the most common congenital heart defects. Its diagnosis may be difficult in the presence of a patent ductus arteriosus, of other complex defects or of a poor echocardiographic window. We sought to demonstrate that the carotid-subclavian artery index (CSA index) and the isthmus-descending aorta ratio (I/D ratio), two recently described echocardiographic indexes, are effective in detection of isolated and complex aortic coarctations in children younger and older than 3 months of age. The CSA index is the ratio of the distal aortic arch diameter to the distance between the left carotid artery and the left subclavian artery. It is highly suggestive of a coarctation when it is <1.5. The I/D ratio defined as the diameter of the isthmus to the diameter of the descending aorta, suggests an aortic coarctation when it is less than 0.64. METHODS: This is a retrospective cohort study in a tertiary care children's hospital. Review of all echocardiograms in children aged 0-18 years with a diagnosis of coarctation seen at the author's institution between 1996 and 2006. An age- and sex-matched control group without coarctation was constituted. Offline echocardiographic measurements of the aortic arch were performed in order to calculate the CSA index and I/D ratio. RESULTS: Sixty-eight patients were included in the coarctation group, 24 in the control group. Patients with coarctation had a significantly lower CSA index (0.84+/-0.39 vs 2.65+/-0.82, p<0.0001) and I/D ratio (0.58+/-0.18 vs 0.98+/-0.19, p<0.0001) than patients in the control group. Associated cardiac defects and age of the child did not significantly alter the CSA index or the I/D ratio. CONCLUSIONS: A CSA index less than 1.5 is highly suggestive of coarctation independent of age and of the presence of other cardiac defects. I/D ratio alone is less specific than CSA alone at any age and for any associated cardiac lesion. The association of both indexes improves sensitivity and permits diagnosis of coarctation in all patients based solely on a bedside echocardiographic measurement.
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The creatine kinase-isoenzyme MB (CK-MB) mass assay is one of the laboratory tests used for the diagnosis of myocardial infarction. It is recommended, however, that reference limits should take gender and race into account. In the present study, we analyzed the plasma CK-MB mass and troponin levels of 244 healthy volunteers without a personal history of coronary artery disease and with no chronic diseases, muscular trauma or hypothyroidism, and not taking statins. The tests were performed with commercial kits, CK-MB mass turbo kit and Troponin I turbo kit, using the Immulite 1000 analyzer from Siemens Healthcare Diagnostic. The values were separated according to gender and showed significant differences by the Mann-Whitney test. Mean (± SD) CK-MB mass values were 2.55 ± 1.09 for women (N = 121; age = 41.20 ± 10.13 years) and 3.49 ± 1.41 ng/mL for men (N = 123; age = 38.16 ± 11.12 years). Gender-specific reference values at the 99th percentile level, according to the Medicalc statistical software, were 5.40 ng/mL for women and 7.13 ng/mL for men. The influence of race was not considered because of the high miscegenation of the Brazilian population. The CK-MB values obtained were higher than the 5.10 mg/mL proposed by the manufacturer of the laboratory kit. Therefore, decision limits should be related to population and gender in order to improve the specificity of this diagnostic tool, avoiding misclassification of patients
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Mémoire numérisé par la Division de la gestion de documents et des archives de l'Université de Montréal.
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Traditionnellement associée à la reproduction féminine, l'ocytocine (OT), une hormone peptidique synthétisée par les noyaux paraventriculaire et supraoptique de l'hypothalamus et sécrétée par l'hypophyse postérieure (neurohypophyse), a été récemment revue et a été démontrée avoir plusieurs nouveaux rôles dans le système cardio-vasculaire. En effet, notre laboratoire a montré que l’OT peut induire la différenciation des cellules souches embryonnaires (CSE) en cardiomyocytes (CM) fonctionnels. À l’aide du modèle cellulaire embryonnaire carcinomateux de souris P19, il a été démontré que ce processus survenait suite à la libération de la guanosine monophosphate cyclique (GMPc) dépendante du monoxyde d’azote. De même, il est connu que le peptide natriurétique auriculaire (ANP), un peptide produit, stocké et sécrété par les myocytes cardiaques, peut aussi induire la production du GMPc. De nombreuses études ont démontré que le cœur ayant subi un infarctus pouvait être régénéré à partir d’une population isolée de cellules souches et progénitrices transplantées. Une de ces populations de cellules, fréquemment isolées à partir d'organes provenant d'animaux aux stades de développement embryonnaire et adulte, appelée « Side Population » (SP), sont identifiées par cytométrie en flux (FACS) comme une population de cellules non marquées par le colorant fluorescent Hoechst 33342 (Ho). Les cellules SP expriment des protéines de transport spécifiques, de la famille ATP-binding cassette, qui ont pour rôle de transporter activement le colorant fluorescent Ho de leur cytoplasme. La sous-population de cellules SP isolée du cœur affiche un potentiel de différenciation cardiaque amélioré en réponse à un traitement avec l’OT. Récemment, l'hétérogénéité phénotypique et fonctionnelle des CSE a été mise en évidence, et cela a été corrélé avec la présence de sous-populations cellulaires ressemblant beaucoup aux cellules SP issues du cœur. Puisque l’ANP peut induire la production du GMPc et qu’il a été démontré que la différenciation cardiaque était médiée par la production du GMPc, alors nous émettons l'hypothèse selon laquelle l’ANP pourrait induire la différenciation cardiaque. Étant donné que les CSE sont composés d’un mélange de différents types cellulaires alors nous émettons aussi l’hypothèse selon laquelle l’utilisation d’une sous-population de CSE plus homogène renforcerait le potentiel de différenciation de l'ANP. Méthodes : Les SP ont été isolées des cellules P19 par FACS en utilisant la méthode d’exclusion du colorant fluorescent Ho. Puis, leur phénotype a été caractérisé par immunofluorescence (IF) pour les marqueurs de l’état indifférencié, d’auto-renouvellement et de pluripotence octamer-binding transcription factor 4 (OCT4) et stage-specific embryonic antigen-1 (SSEA1). Ensuite, la dose pharmacologique optimale d’ANP a été déterminée via des tests de cytotoxicité sur des cellules P19 (MTT assay). Pour induire la différenciation en cardiomyocytes, des cellules à l’état de sphéroïdes ont été formées à l’aide de la technique du « Hanging-Drop » sous la stimulation de l’ANP pendant 5 jours. Puis, des cryosections ont été faites dans les sphéroïdes afin de mettre en évidence la présence de marqueurs de cellules cardiaques progénitrices tels que GATA4, Nkx2.5 et un marqueur mitochondrial spécifique Tom22. Ensuite, les cellules SP P19 ont été stimulées dans les sphéroïdes cellulaires par le traitement avec de l'ANP (10-7 M) ou de l’OT (10-7 M), de l’antagoniste spécifique du guanylate cyclase particulé (GCp) A71915 (10-6 M), ainsi que la combinaison des inducteurs OT+ANP, OT+A71915, ANP+A71915. Après la mise en culture, la différenciation en cardiomyocytes a été identifié par l’apparition de colonies de cellules battantes caractéristiques des cellules cardiaques, par la détermination du phénotype cellulaire par IF, et enfin par l’extraction d'ARN et de protéines qui ont été utilisés pour le dosage du GMPc par RIA, l’expression des ARNm par RT-PCR et l’expression des protéines par immunobuvardage de type western. Résultats : Les sphéroïdes obtenus à l’aide de la technique du « Hanging-Drop » ont montré une hausse modeste de l’expression des ARNm suivants : OTR, ANP et GATA4 comparativement aux cellules cultivées en monocouches. Les sphéroïdes induits par l’ANP ont présenté une augmentation significative des facteurs de transcription cardiaque GATA4 et Nkx2.5 ainsi qu’un plus grand nombre de mitochondries caractérisé par une plus grande présence de Tom22. De plus, L’ANP a induit l’apparition de colonies de cellules battantes du jour 7 (stade précoce) au jour 14 (stade mature) de façon presque similaire à l’OT. Cependant, la combinaison de l’ANP avec l’OT n’a pas induit de colonies de cellules battantes suggérant un effet opposé à celui de l’OT. Par IF, nous avons quantifié (nombre de cellules positives) et caractérisé, du jour 6 au jour 14 de différenciation, le phénotype cardiaque de nos cellules en utilisant les marqueurs suivants : Troponine T Cardiaque, ANP, Connexines 40 et 43, l’isoforme ventriculaire de la chaîne légère de myosine (MLC-2v), OTR. Les SP différenciées sous la stimulation de l’ANP ont montré une augmentation significative du GMPc intracellulaire comparé aux cellules non différenciées. À notre grande surprise, l’antagoniste A71915 a induit une plus grande apparition de colonies de cellules battantes comparativement à l’OT et l’ANP à un jour précoce de différenciation cardiaque et l’ajout de l’OT ou de l’ANP a potentialisé ses effets, augmentant encore plus la proportion de colonies de cellules battantes. De plus, la taille des colonies de cellules battantes était encore plus importante que sous la simple stimulation de l’OT ou de l’ANP. Les analyses radioimmunologiques dans les cellules SP P19 stimulés avec l’ANP, A71915 et la combinaison des deux pendant 15min, 30min et 60min a montré que l’ANP stimule significativement la production du GMPc, cependant A71915 n’abolit pas les effets de l’ANP et celui-ci au contraire stimule la production du GMPc via des effets agonistes partiels. Conclusion : Nos résultats démontrent d’une part que l’ANP induit la différenciation des cellules SP P19 en CM fonctionnels. D’autre part, il semblerait que la voie de signalisation NPRA-B/GCp/GMPc soit impliquée dans le mécanisme de différenciation cardiaque puisque l’abolition du GMPc médiée par le GCp potentialise la différenciation cardiaque et il semblerait que cette voie de signalisation soit additive de la voie de signalisation induite par l’OT, NO/GCs/GMPc, puisque l’ajout de l’OT à l’antagoniste A71915 stimule plus fortement la différenciation cardiaque que l’OT ou l’A71915 seuls. Cela suggère que l’effet thérapeutique des peptides natriurétiques observé dans la défaillance cardiaque ainsi que les propriétés vasodilatatrices de certains antagonistes des récepteurs peptidiques natriurétiques inclus la stimulation de la différenciation des cellules souches en cardiomyocytes. Cela laisse donc à penser que les peptides natriurétiques ou les antagonistes des récepteurs peptidiques natriurétiques pourraient être une alternative très intéressante dans la thérapie cellulaire visant à induire la régénération cardiovasculaire.
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Introdução: Estudos sobre implicações clínicas da nova definição de infarto do miocárdio (IAM), incorporando novos marcadores de lesão miocárdica, são escassos na literatura. A prevalência de IAM e das suas complicações são diretamente dependentes do critério diagnóstico utilizado. Objetivo: Avaliar o impacto diagnóstico, prognóstico e econômico da nova definição de IAM proposta pela AHA/ ESC usando troponina T (TnT) como marcador de lesão cardíaca. Métodos: Um total de 740 pacientes com dor torácica admitidos na Emergência do Hospital de Clínicas de Porto Alegre no período de julho/ 1999 a janeiro/ 2002 foram incluídos no estudo. Creatina quinase total (CK), CK-MB atividade e TnT foram dosados em uma amostra de 363 pacientes, representativa de toda a coorte. Para redefinição de IAM foram utilizados como ponto de corte valores pico de TnT > 0,2 mg/dl. Os desfechos avaliados foram classificados como eventos cardíacos maiores (angina recorrente, insuficiência cardíaca congestiva, choque cardiogênico e óbito) e como procedimentos de revascularização. Também foram avaliados o manejo prescrito, os custos e o faturamento hospitalar. Resultados: Nos 363 pacientes com marcadores dosados, foram diagnosticados 59 casos de IAM (16%) pelos critérios clássicos; enquanto 40 pacientes (11%) tiveram o diagnóstico de IAM pelo critério redefinido, o que corresponde a um incremento de 71% na incidência. Pacientes com IAM redefinido eram significativamente mais idosos e do sexo masculino, apresentaram mais dor atípica e diabetes mellitus. Na análise multivariada, pacientes com infarto redefinido tiveram um risco 5,1 [IC 95% 1,0-28] vezes maior para óbito hospitalar e 3,4 [IC 95% 1,1-10] vezes maior para eventos combinados em relação aqueles sem IAM. O manejo dos casos de IAM redefinido foi semelhante ao manejo daqueles com IAM tradicional, exceto pelos procedimentos de revascularização que foram menos freqüentes (25% vs. 51%, P < 0,001). O grupo com IAM redefinido permaneceu mais tempo internado e foi submetido a procedimentos mais tardiamente. Do ponto de vista institucional, o uso dos novos critérios para IAM poderia resultar em um aumento de 9% (mais R$ 2.756,00 por grupo de 100 pacientes avaliados) no faturamento baseado em diagnóstico segundo a tabela do SUS. Conclusões: O novo diagnóstico de IAM acrescenta um número expressivo de indivíduos com infarto aos serviços de emergência. A incorporação deste critério é importante na medida que estes pacientes têm um prognóstico semelhante aos demais casos tradicionalmente diagnosticados. Como a identificação destes casos poderia resultar em um manejo mais qualificado e eficiente destes pacientes, esforços deveriam ser adotados para reforçar a adoção da redefinição de IAM.
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An important tool for the heart disease diagnosis is the analysis of electrocardiogram (ECG) signals, since the non-invasive nature and simplicity of the ECG exam. According to the application, ECG data analysis consists of steps such as preprocessing, segmentation, feature extraction and classification aiming to detect cardiac arrhythmias (i.e.; cardiac rhythm abnormalities). Aiming to made a fast and accurate cardiac arrhythmia signal classification process, we apply and analyze a recent and robust supervised graph-based pattern recognition technique, the optimum-path forest (OPF) classifier. To the best of our knowledge, it is the first time that OPF classifier is used to the ECG heartbeat signal classification task. We then compare the performance (in terms of training and testing time, accuracy, specificity, and sensitivity) of the OPF classifier to the ones of other three well-known expert system classifiers, i.e.; support vector machine (SVM), Bayesian and multilayer artificial neural network (MLP), using features extracted from six main approaches considered in literature for ECG arrhythmia analysis. In our experiments, we use the MIT-BIH Arrhythmia Database and the evaluation protocol recommended by The Association for the Advancement of Medical Instrumentation. A discussion on the obtained results shows that OPF classifier presents a robust performance, i.e.; there is no need for parameter setup, as well as a high accuracy at an extremely low computational cost. Moreover, in average, the OPF classifier yielded greater performance than the MLP and SVM classifiers in terms of classification time and accuracy, and to produce quite similar performance to the Bayesian classifier, showing to be a promising technique for ECG signal analysis. © 2012 Elsevier Ltd. All rights reserved.
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Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)
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In haemodynamically stable patients with acute symptomatic pulmonary embolism (PE), studies have not evaluated the usefulness of combining the measurement of cardiac troponin, transthoracic echocardiogram (TTE), and lower extremity complete compression ultrasound (CCUS) testing for predicting the risk of PE-related death.