<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.1 20151215//EN" "https://jats.nlm.nih.gov/publishing/1.1/JATS-journalpublishing1.dtd">
<article xmlns:xlink="http://www.w3.org/1999/xlink" specific-use="sps-1.9" dtd-version="1.1" xml:lang="pt" article-type="research-article">
  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">abc</journal-id>
      <journal-title-group>
        <journal-title>Arquivos Brasileiros de Cardiologia</journal-title>
        <abbrev-journal-title abbrev-type="publisher">Arq. Bras. Cardiol.</abbrev-journal-title>
      </journal-title-group>
      <issn pub-type="ppub">0066-782X</issn>
      <issn pub-type="epub">1678-4170</issn>
      <publisher>
        <publisher-name>Sociedade Brasileira de Cardiologia - SBC</publisher-name>
        <publisher-loc>S&#227;o Paulo, SP, Brazil</publisher-loc>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="publisher-id" specific-use="scielo-v3">F5xXQ9wdfxLBVhThGtNTfQL</article-id>
      <article-id pub-id-type="other">00007</article-id>
      <article-id pub-id-type="publisher-id" specific-use="scielo-v2">S0066-782X1998001000007</article-id>
      <article-id pub-id-type="publisher-id" specific-use="scielo-v1">S0066-782X(98)07100407</article-id>
      <article-id pub-id-type="doi">10.1590/S0066-782X1998001000007</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Artigos Originais</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>O eletrocardiograma de alta resolu&#231;&#227;o no dom&#237;nio da freq&#252;&#234;ncia. Utiliza&#231;&#227;o de t&#233;cnicas estat&#237;sticas de correla&#231;&#227;o espectral para identifica&#231;&#227;o de pacientes com taquicardia ventricular monom&#243;rfica sustentada</article-title>
        <trans-title-group xml:lang="en">
          <trans-title>Frequency domain analysis of the signal-averaged electrocardiogram. Application of statistical techniques of spectral correlation for identification of patients with sustained monomorphic ventricular tachycardia</trans-title>
        </trans-title-group>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Barbosa</surname>
            <given-names>Eduardo Corr&#234;a</given-names>
          </name>
          <xref ref-type="aff" rid="aff01"/>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Benchimol-Barbosa</surname>
            <given-names>P. R.</given-names>
          </name>
          <xref ref-type="aff" rid="aff01"/>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Ginefra</surname>
            <given-names>Paulo</given-names>
          </name>
          <xref ref-type="aff" rid="aff01"/>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Albanesi F&#186;</surname>
            <given-names>Francisco Manes</given-names>
          </name>
          <xref ref-type="aff" rid="aff01"/>
        </contrib>
      </contrib-group>
      <aff id="aff01">
        <addr-line>
          <named-content content-type="state">Rio de Janeiro</named-content>
        </addr-line>
        <institution content-type="orgname">Universidade do Estado do Rio de Janeiro</institution>
        <country country="BR">Brazil</country>
      </aff>
      <pub-date date-type="collection" publication-format="electronic">
        <month>10</month>
        <year>1998</year>
      </pub-date>
      <volume>71</volume>
      <issue>4</issue>
      <fpage>595</fpage>
      <lpage>599</lpage>
      <history>
        <date date-type="accepted">
          <day>17</day>
          <month>06</month>
          <year>1998</year>
        </date>
        <date date-type="received">
          <day>26</day>
          <month>09</month>
          <year>1997</year>
        </date>
      </history>
      <permissions>
        <license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by-nc/4.0/" xml:lang="en">
          <license-p>This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.</license-p>
        </license>
      </permissions>
      <abstract>
        <p>OBJETIVO: Avaliar uma melhoria da acur&#225;cia diagn&#243;stica da taquicardia ventricular monom&#243;rfica (TVM), atrav&#233;s do eletrocardiograma de alta resolu&#231;&#227;o (ECGAR), adicionando &#224; an&#225;lise no dom&#237;nio do tempo (DT), t&#233;cnicas estat&#237;sticas de correla&#231;&#227;o espectral no dom&#237;nio da freq&#252;&#234;ncia (DF). M&#201;TODOS: Foram estudados pelo ECGAR 137 indiv&#237;duos sendo 27 com cardiopatia e TVM sustentada, 30 com cardiopatia e sem TVM e 80 sem evid&#234;ncias de cardiopatia. Os par&#226;metros analisados no ECGAR no DT foram: dura&#231;&#227;o do QRS filtrado, RMS40 e LAS40 e, no DF, as m&#233;dias e os devios padr&#245;es da correla&#231;&#227;o espectral intersegmentar do sinal e da banda de freq&#252;&#234;ncia delimitadora da concentra&#231;&#227;o do sinal. RESULTADOS: A sensibilidade (Sb) e o valor preditivo positivo (VPP) do ECGAR no DT, DF e an&#225;lise combinada de ambos os dom&#237;nios foram, na detec&#231;&#227;o de TVM, respectivamente: Sb = 59,3%, 63% e 81,5% e VPP = 80,0%, 81,0% e 84,6%. CONCLUS&#195;O: A an&#225;lise combinada do ECGAR nos DT e DF aumenta a acur&#225;cia diagn&#243;stica de pacientes com apresenta&#231;&#227;o cl&#237;nica de TVM sustentada.</p>
      </abstract>
      <trans-abstract xml:lang="en">
        <p>PURPOSE: To evaluate the diagnostic accuracy of monomorphic ventricular tachycardia (MVT), in patients with structural heart diseases and episodes of sustained MVT, using the signal-averaged ECG (SAECG) in the time (TD) and the frequency domain (FD) with statistical techniques of spectral correlation. METHODS: Twenty seven patients with at least one episode of sustained MVT, 30 patients with structural heart diseases and no evidence of ventricular arrhythmias and 80 subjects with no evidence of heart disease have been studied. SAECG was performed in all patients with the following parameters: duration of the filtered QRS, RMS 40 and LAS40 in TD and the mean and the standard deviation of both signal energy intersegmentar spectral correlation and energy frequency edge track in FD. RESULTS: The sensitivity(S) and positive predict value (PPV) of the SAECG in TD, in FD and combined analysis of both domains were: S = 59.3%, 63.0%, 81.5% and PPV = 80.0%, 81.0%, 84.6%, respectively. CONCLUSION: The combined analysis of SAECG in TD and in FD improves the diagnostic accuracy in patients with S sustained MVT.</p>
      </trans-abstract>
      <kwd-group xml:lang="en" kwd-group-type="author-generated">
        <kwd>high resolution electrocardiogram</kwd>
        <kwd>ventricular tachycardia</kwd>
        <kwd>signal processing</kwd>
      </kwd-group>
      <kwd-group xml:lang="pt" kwd-group-type="author-generated">
        <kwd>eletrocardiograma de alta resolu&#231;&#227;o</kwd>
        <kwd>taquicardia ventricular</kwd>
        <kwd>processamento de sinal</kwd>
      </kwd-group>
      <pub-date publication-format="electronic" date-type="pub">
        <day>31</day>
        <month>01</month>
        <year>2007</year>
      </pub-date>
    </article-meta>
  </front>
  <body>
    <p>Artigo Original </p>
    <p>O Eletrocardiograma de Alta Resolu&#231;&#227;o no Dom&#237;nio da Freq&#252;&#234;ncia. Utiliza&#231;&#227;o de T&#233;cnicas Estat&#237;sticas de Correla&#231;&#227;o Espectral para Identifica&#231;&#227;o de Pacientes com Taquicardia Ventricular Monom&#243;rfica Sustentada </p>
    <p>Eduardo Corr&#234;a Barbosa, P. R. Benchimol-Barbosa, Paulo Ginefra, Francisco Manes Albanesi F&#186;</p>
    <p>
      <bold>Rio de Janeiro, RJ</bold>
    </p>
    <p><bold><italic>OBJETIVO:</italic></bold> Avaliar uma melhoria da acur&#225;cia diagn&#243;stica da taquicardia ventricular monom&#243;rfica (TVM), atrav&#233;s do eletrocardiograma de alta resolu&#231;&#227;o (ECGAR), adicionando &#224; an&#225;lise no dom&#237;nio do tempo (DT), t&#233;cnicas estat&#237;sticas de correla&#231;&#227;o espectral no dom&#237;nio da freq&#252;&#234;ncia (DF). </p>
    <p><bold><italic>M&#201;TODOS:</italic></bold> Foram estudados pelo ECGAR 137 indiv&#237;duos sendo 27 com cardiopatia e TVM sustentada, 30 com cardiopatia e sem TVM e 80 sem evid&#234;ncias de cardiopatia. Os par&#226;metros analisados no ECGAR no DT foram: dura&#231;&#227;o do QRS filtrado, RMS40 e LAS40 e, no DF, as m&#233;dias e os devios padr&#245;es da correla&#231;&#227;o espectral intersegmentar do sinal e da banda de freq&#252;&#234;ncia delimitadora da concentra&#231;&#227;o do sinal. </p>
    <p><bold><italic>RESULTADOS:</italic></bold> A sensibilidade (Sb) e o valor preditivo positivo (VPP) do ECGAR no DT, DF e an&#225;lise combinada de ambos os dom&#237;nios foram, na detec&#231;&#227;o de TVM, respectivamente: Sb = 59,3%, 63% e 81,5% e VPP = 80,0%, 81,0% e 84,6%. </p>
    <p><bold><italic>CONCLUS&#195;O:</italic></bold> A an&#225;lise combinada do ECGAR nos DT e DF aumenta a acur&#225;cia diagn&#243;stica de pacientes com apresenta&#231;&#227;o cl&#237;nica de TVM sustentada. </p>
    <p><bold>Palavras-chave:</bold> eletrocardiograma de alta resolu&#231;&#227;o, taquicardia ventricular, processamento de sinal </p>
    <p>
      <bold>Frequency Domain Analysis of the Signal-Averaged Electrocardiogram. Application of Statistical Techniques of Spectral Correlation for Identification of Patients with Sustained Monomorphic Ventricular Tachycardia</bold>
    </p>
    <p><bold><italic>PURPOSE:</italic></bold> To evaluate the diagnostic accuracy of monomorphic ventricular tachycardia (MVT), in patients with structural heart diseases and episodes of sustained MVT, using the signal-averaged ECG (SAECG) in the time (TD) and the frequency domain (FD) with statistical techniques of spectral correlation. </p>
    <p><bold><italic>METHODS:</italic></bold> Twenty seven patients with at least one episode of sustained MVT, 30 patients with structural heart diseases and no evidence of ventricular arrhythmias and 80 subjects with no evidence of heart disease have been studied. SAECG was performed in all patients with the following parameters: duration of the filtered QRS, RMS 40 and LAS40 in TD and the mean and the standard deviation of both signal energy intersegmentar spectral correlation and energy frequency edge track in FD. </p>
    <p><bold><italic>RESULTS:</italic></bold> The sensitivity(S) and positive predict value (PPV) of the SAECG in TD, in FD and combined analysis of both domains were: S = 59.3%, 63.0%, 81.5% and PPV = 80.0%, 81.0%, 84.6%, respectively. </p>
    <p><bold><italic>CONCLUSION: </italic></bold>The combined analysis of SAECG in TD and in FD improves the diagnostic accuracy in patients with S sustained MVT. </p>
    <p><bold>Key-words:</bold> high resolution electrocardiogram, ventricular tachycardia, signal processing </p>
    <p>Nos pacientes sobreviventes ao infarto agudo do mioc&#225;rdio, a presen&#231;a de potenciais tardios (PT) ventriculares detectados pelo eletrocardiograma de alta resolu&#231;&#227;o (ECGAR) indica &#225;rea de condu&#231;&#227;o lenta e fragmentada <sup>1,2</sup>. A identifica&#231;&#227;o dos PT atrav&#233;s do ECGAR com an&#225;lise no dom&#237;nio do tempo (DT) ocorre em 10% a 50% de v&#225;rias doen&#231;as card&#237;acas, incluindo cardiopatia coron&#225;ria, cardiomiopatias dilatada e hipertr&#243;fica e displasia arritmog&#234;nica do ventr&#237;culo direito (DAVD). O seu valor preditivo para eventos arr&#237;tmicos e morte s&#250;bita &#233; relativamente baixo (10-30%), embora apresentem um alto valor preditivo negativo, mostrando uma evolu&#231;&#227;o livre de eventos arr&#237;tmicos em at&#233; 95% dos casos <sup>3</sup>. A detec&#231;&#227;o de PT combinando an&#225;lise nos dom&#237;nios do tempo e da freq&#252;&#234;ncia t&#234;m apresentado resultados controversos com alguns estudos, demonstrando melhora da acur&#225;cia preditiva <sup>4,5</sup> e outros n&#227;o <sup>6,7</sup>. </p>
    <p>O objetivo deste estudo foi testar uma melhoria da acur&#225;cia diagn&#243;stica de arritmias ventriculares potencialmente fatais adicionando &#224; an&#225;lise no DT as t&#233;cnicas estat&#237;sticas de correla&#231;&#227;o espectral, utilizadas em nosso laborat&#243;rio para estudo do ECGAR no dom&#237;nio da freq&#252;&#234;ncia (DF), em pacientes com cardiopatias diversas e apresenta&#231;&#227;o cl&#237;nica de taquicardia ventricular (TV) monom&#243;rfica sustentada. </p>
    <p>M&#233;todos </p>
    <p>Vinte e sete consecutivos pacientes (grupo TV) encaminhados para tratamento no Servi&#231;o de Cardiologia do Hospital Universit&#225;rio Pedro Ernesto da UERJ, sendo 20 do sexo masculino, com idades variando entre 38 e 79 anos (m&#233;dia &#177; desvio padr&#227;o = 55&#177;8 anos), portadores de diversas cardiopatias sendo: 17 de cardiopatia coron&#225;ria (13 com infarto do mioc&#225;rdio (IM) pr&#233;vio), tr&#234;s de cardiopatia chag&#225;sica, tr&#234;s de cardiomiopatia dilatada, dois de DAVD e dois de cardiomiopatia hipertr&#243;fica e que sobreviveram a pelo menos um epis&#243;dio cl&#237;nico de TV monom&#243;rfica sustentada (dura&#231;&#227;o &gt;30s ou necessidade de cardiovers&#227;o devido comprometimento hemodin&#226;mico) documentada atrav&#233;s de eletrocardiograma (ECG) de 12 deriva&#231;&#245;es e n&#227;o associado a epis&#243;dio agudo de IM, e 30 pacientes (grupo controle) acompanhados no Servi&#231;o de Cardiologia do mesmo hospital pareados, em rela&#231;&#227;o ao grupo TV, para sexo, idade, tipo de cardiopatia e classe funcional (<xref ref-type="table" rid="tab01">tab. I</xref>) sem antecedentes de TV foram submetidos ao ECGAR num prazo n&#227;o superior a um m&#234;s do &#250;ltimo epis&#243;dio da arritmia e sem uso de medicamentos anti-arr&#237;tmicos. As drogas do grupo I foram suspensas por cinco vidas-m&#233;dias e os pacientes que utilizaram amiodarona nos &#250;ltimos tr&#234;s meses foram exclu&#237;dos. </p>
    <table-wrap id="tab01">
      <graphic xlink:href="1678-4170-abc-71-04-0595-00007-gt01.jpg"/></table-wrap>
    <p>Oitenta indiv&#237;duos sem evid&#234;ncias cl&#237;nicas de cardiopatia (grupo normal), com ECG convencional e ecocardiograma com Doppler normais e com idade m&#233;dia de 51&#177;11 anos tiveram, ap&#243;s consentimento, os seus ECGAR realizados para determina&#231;&#227;o dos valores de normalidade dos par&#226;metros estudados no DF. </p>
    <p>Para o ECGAR, utilizamos o aparelho da Art-Corazonix (ART Inc., Austin, Texas, USA) modelo Predictor II<sub>c</sub> para registro das tr&#234;s deriva&#231;&#245;es ortogonais X, Y e Z. Em m&#233;dia 250 batimentos foram promediados com uma freq&#252;&#234;ncia de amostragem de 2.000 Hz at&#233; uma redu&#231;&#227;o final de ru&#237;do para 0,3&#181;V. Para an&#225;lise no dom&#237;nio do tempo, cada deriva&#231;&#227;o foi tratada com filtro digital bidirecional de Butterworth de quatro p&#243;los com cortes de 40 a 250 Hz, conforme o protocolo do equipamento. As tr&#234;s deriva&#231;&#245;es foram combinadas no vetor magnitude atrav&#233;s da f&#243;rmula. </p>
    <disp-quote>
      <p>
        <disp-formula id="frm01">
          <graphic xlink:href="1678-4170-abc-71-04-0595-00007-e01.jpg"/></disp-formula>
      </p>
    </disp-quote>
    <p>Os par&#226;metros estudados no DT inclu&#237;ram a dura&#231;&#227;o do QRS filtrado (DQRS), a dura&#231;&#227;o da por&#231;&#227;o terminal do QRS com amplitude &lt;40&#181;V (LAS40) e a raiz m&#233;dia quadr&#225;tica da amplitude dos 40ms finais do QRS (RMS40). A presen&#231;a de PT foi definida pelo encontro de anormalidade em pelo menos dois dos tr&#234;s par&#226;metros analisados. Consideraram-se anormais as vari&#225;veis DQRS &gt;114ms, LAS40 &gt;38ms e RMS40 &lt;20&#181;V para os par&#226;metros de filtragem empregados <sup>8</sup>. </p>
    <p>Para an&#225;lise no DF, definimos uma &#225;rea com 200ms de dura&#231;&#227;o, precedendo em 25ms o in&#237;cio do QRS. O ponto inicial foi obtido atrav&#233;s do vetor de velocidade espacial, fornecido pelo algoritmo do sistema, para evitar erro humano. O mapa tempo-freq&#252;&#234;ncia foi constru&#237;do dividindo a &#225;rea de an&#225;lise em segmentos de 25ms de dura&#231;&#227;o, multiplicados a uma janela do tipo Blackman-Harris e separados a intervalos de 2ms, e aplicando a transformada r&#225;pida de Fourier com 64 pontos de ordena&#231;&#227;o a cada segmento para determina&#231;&#227;o do conte&#250;do de freq&#252;&#234;ncia do sinal. </p>
    <p>O programa Predictor II<sub>c</sub> da Art-Corazonix emprega para an&#225;lise espectral os seguintes &#237;ndices: 1) a m&#233;dia (CEM) e o desvio padr&#227;o (CEDP) da correla&#231;&#227;o espectral intersegmentar (CE) e 2) a m&#233;dia (BDM) e o desvio padr&#227;o (BDDP) da banda de freq&#252;&#234;ncia delimitadora (BD) da concentra&#231;&#227;o de energia do sinal. A CE analisa a distribui&#231;&#227;o da amplitude do espectro de pot&#234;ncia do sinal em fun&#231;&#227;o da freq&#252;&#234;ncia em que ele ocorre, estabelecendo uma correla&#231;&#227;o linear de Pearson entre consecutivos segmentos de 2ms ao longo da ativa&#231;&#227;o ventricular (o 1&#186; com o 2&#186;, o 2&#186; com o 3&#186; e assim sucessivamente). De todas as correla&#231;&#245;es realizadas s&#227;o extra&#237;das a m&#233;dia e o desvio padr&#227;o. Uma correla&#231;&#227;o perfeita obteria um &#237;ndice de regress&#227;o linear igual a 1 (r = 1) com desvio padr&#227;o de zero e representaria hipoteticamente uma condu&#231;&#227;o do est&#237;mulo el&#233;trico absolutamente uniforme. Os &#237;ndices de correla&#231;&#227;o s&#227;o multiplicados por 100 para facilita&#231;&#227;o de sua leitura e manipula&#231;&#227;o (<xref ref-type="fig" rid="fig01">fig. 1</xref>). </p>
    <fig id="fig01">
      <graphic xlink:href="1678-4170-abc-71-04-0595-00007-gf01.jpg"/></fig>
    <p>A BD identifica, para cada segmento analisado, qual a freq&#252;&#234;ncia que delimita a concentra&#231;&#227;o do sinal em 80% abaixo e 20% acima desta freq&#252;&#234;ncia. De todos os segmentos analisados s&#227;o extra&#237;dos a m&#233;dia e o desvio padr&#227;o em Hertz (<xref ref-type="fig" rid="fig02">fig. 2</xref>). </p>
    <fig id="fig02">
      <graphic xlink:href="1678-4170-abc-71-04-0595-00007-gf02.jpg"/></fig>
    <p>A an&#225;lise no DF foi realizada no somat&#243;rio das tr&#234;s deriva&#231;&#245;es eletrocardiogr&#225;ficas ortogonais. </p>
    <p>O programa utilizado assume a premissa de que quanto mais graves os dist&#250;rbios da condu&#231;&#227;o intra-mural ventricular maiores ser&#227;o os &#237;ndices de CEDP, BDM e BDDP e menor o de CEM. </p>
    <p>Para an&#225;lise combinada dos dom&#237;nios do tempo e freq&#252;&#234;ncia, o ECGAR foi considerado positivo quando encontraram-se crit&#233;rios para potenciais fragmentados em pelo menos um dos dois dom&#237;nios. </p>
    <p>Os pacientes com bloqueio completo (dura&#231;&#227;o de QRS &gt;120ms) do ramo direito ou esquerdo do feixe de His foram, arbitrariamente, exclu&#237;dos da an&#225;lise no dom&#237;nio do tempo. </p>
    <p>Para an&#225;lise estat&#237;stica, empregamos o teste t de Student para compara&#231;&#227;o de m&#233;dias, teste exato de Fisher para compara&#231;&#227;o de propor&#231;&#245;es e f&#243;rmulas padr&#245;es para determina&#231;&#227;o de sensibilidade e especificidade. Consideramos estatisticamente significante erro alfa <underline>&lt;</underline> 5%. </p>
    <p>Resultados </p>
    <p>Dos 27 pacientes com TV, cinco apresentavam bloqueio completo de ramo (QRS &#179;120ms) e foram exclu&#237;dos da an&#225;lise no DT, sendo que quatro eram portadores de bloqueio de ramo direito (BRD) e um de ramo esquerdo (BRE). Nos 22 pacientes restantes, o ECGAR no DT identificou PT em 16 (72,7%), sendo 15 com tr&#234;s vari&#225;veis positivas e um com duas vari&#225;veis positivas. Nos 30 indiv&#237;duos do grupo controle, PTs foram demonstrados em quatro (5,6%) casos sendo dois com apenas duas vari&#225;veis positivas. </p>
    <p>No DF, as quatro vari&#225;veis analisadas nos grupos TV, controle e normal foram respectivamente: 1) CEM = 94,5&#177;2,1; 96,4&#177;0,72 (p=0,02) e 96,1&#177;0,68; 2) CEDP= 7,8&#177;3,6; 4,8&#177;1,1 (p=0,05) e 4,7&#177;0,9; 3) BDM= 86,4&#177;17,2; 71,1&#177;4,1 (p=0,04) e 68,1&#177;4,6 e 4) BDDP= 34,2&#177;13,3; 23,9&#177;3,9 (p=0,05) e 23,3&#177;3,7. Os pacientes tiveram portanto menores valores de CEM e maiores de CEDP, BDM e BDDP em compara&#231;&#227;o aos controles. </p>
    <p>Os valores de anormalidade foram definidos a partir do intervalo de confian&#231;a, com erro alfa &lt;10%, das m&#233;dias do grupo normal e consistiram em (valores anormais): CEM &lt;95, CEDP &gt;6, BDM &gt;78 e BDDP &gt;31. Foi arbitrariamente padronizado que o encontro de duas vari&#225;veis quaisquer anormais tornavam o ECGAR positivo no DF, indicando a presen&#231;a de dist&#250;rbio da condu&#231;&#227;o intra-mural. Com esta padroniza&#231;&#227;o os &#237;ndices de sensibilidade e especificidade foram determinados, sendo que a sensibilidade foi calculada, no grupo TV, separadamente de acordo com a exclus&#227;o e inclus&#227;o dos casos com bloqueio de ramo. A <xref ref-type="table" rid="tab02">tabela II</xref> compara entre os DTs, DFs e da an&#225;lise combinada os valores de sensibilidade e especificidade para todos os casos estudados. Nos pacientes com QRS estreito (&lt;120ms) a an&#225;lise em DT apresentou maior sensibilidade que em DF (72,7% versus 59,1% p=ns). Dos 22 pacientes com TV e sem bloqueio de ramo, dois apresentaram DT negativo e DF positivo e cinco com DT positivo apresentaram DF negativo. Incluindo os pacientes com bloqueio de ramo, a sensibilidade do DT foi reduzida para 59,3% e a do DF foi elevada para 63% (dos cinco casos com bloqueio, quatro apresentaram DF positivo). A especificidade foi elevada para os dois tipos de an&#225;lise, com 86,7% tanto para o DT como para o DF. A an&#225;lise combinada DT e DF apresentou tend&#234;ncia para maior acur&#225;cia diagn&#243;stica, identificando corretamente 22 dos 27 pacientes com taquicardia ventricular (sensibilidade de 81,5% e especificidade de 86,7%) em rela&#231;&#227;o &#224; an&#225;lise isolada no DT ( p=0,07; ns). </p>
    <table-wrap id="tab02">
      <graphic xlink:href="1678-4170-abc-71-04-0595-00007-gt02.jpg"/></table-wrap>
    <p>Discuss&#227;o </p>
    <p>A an&#225;lise pelo ECGAR no DF tem sido objeto de v&#225;rios estudos sobre a atividade el&#233;trica ventricular e risco para desenvolvimento de TV, com alguns demonstrando maior acur&#225;cia diagn&#243;stica com an&#225;lise no DT <sup>9,10,12</sup>, outros com an&#225;lise no DF <sup>11,13,14</sup> e outros com an&#225;lise combinada de ambos as t&#233;cnicas <sup>4,5</sup>. </p>
    <p>Kelen e col <sup>13</sup> desenvolveram m&#233;todo capaz de detectar a varia&#231;&#227;o abrupta e freq&#252;ente da energia do sinal ao longo da atividade ventricular, atrav&#233;s do emprego do coeficiente de correla&#231;&#227;o de Pearson, denominando os resultados adversos de turbul&#234;ncia espectral. Obtiveram com esta t&#233;cnica sensibilidade de 88% e especificidade de 100% para identifica&#231;&#227;o de TV induzida, com acur&#225;cia preditiva de 94% para DF e 73% para DT. Recentemente, este estudo teve suas conclus&#245;es corroboradas por Copie e col <sup>14</sup>. </p>
    <p>Os resultados adversos encontrados na literatura sobre a efic&#225;cia do DF podem ser explicados, em parte, pela diversidade de m&#233;todos utilizados, sendo que a maioria dos estudos ocorreu em pacientes com doen&#231;a coron&#225;ria e IM pr&#233;vio. Machac e col <sup>12 </sup>encontraram em pacientes com e sem TV sustentada, submetidos ao ECGAR, sensibilidade de 85% e 77% para os DTs e DFs, respectivamente, com especificidade de 78% em ambos os dom&#237;nios. Odemuyima e col <sup>7</sup>, em outro estudo, conclu&#237;ram que o DT apresentou sensibilidade de 70% para detec&#231;&#227;o de TV e foi superior ao DF em prever eventos arr&#237;tmicos ap&#243;s IM. </p>
    <p>Em pacientes com cardiomiopatia dilatada, Grimm e col <sup>15</sup>, utilizando um grupo controle de indiv&#237;duos saud&#225;veis, encontraram na identifica&#231;&#227;o de TV, sensibilidade de 35% e 18% e especificidade de 80% e 94% para os DT e DF respectivamente. </p>
    <p>Bonato e col <sup>16</sup>, estudando pacientes com DAVD e empregando an&#225;lise combinada DT e DF, encontraram potenciais fragmentados em 88% dos pacientes com TV sustentada cl&#237;nica e em 64% dos pacientes sem essa arritmia, denotando uma baixa especificidade do m&#233;todo. </p>
    <p>Na presen&#231;a de cardiomiopatia hipertr&#243;fica, um estudo <sup>17</sup> demonstrou superioridade do DF em rela&#231;&#227;o ao DT na identifica&#231;&#227;o de TV n&#227;o sustentada (sensibilidade de 95%), mas ambos os m&#233;todos n&#227;o foram &#250;teis no reconhecimento do risco de morte s&#250;bita. </p>
    <p>Em nosso estudo, a an&#225;lise isolada no DF n&#227;o apresentou vantagens em rela&#231;&#227;o ao DT, sendo que em pacientes com QRS estreito (&lt;120ms) o DT, embora sem signific&#226;ncia estat&#237;stica, apresentou sensibilidade maior que o DF (72,7% versus 59,1%). A an&#225;lise combinada de ambos os dom&#237;nios aumentou a sensibilidade para todos os pacientes de 59,3% (DT) para 81,5% (DT+DF), mantendo a mesma especificidade de 86,7%. Este aumento ocorreu mesmo excluindo-se os casos com bloqueio de ramo. </p>
    <p>A utiliza&#231;&#227;o, em nosso estudo, de um grupo de indiv&#237;duos normais foi necess&#225;ria para que pud&#233;ssemos instituir os valores de normalidade dos par&#226;metros do DF atrav&#233;s de um programa (Predictor II<sub>c</sub>) relativamente novo e ainda sem crit&#233;rios definidos de seus &#237;ndices. </p>
    <p>A an&#225;lise no DF em pacientes com bloqueio de ramo tem sido amplamente aceita, por outro lado, o uso do DT n&#227;o tem sido recomend&#225;vel, em especial, nos casos de BRD <sup>13,18,19</sup>. Dos cinco casos de bloqueio de ramo em pacientes com TV, quatro apresentavam BRD (dois com cardiopatia chag&#225;sica, um com DAVD e um com IM pr&#233;vio) motivo, pelo qual, exclu&#237;mos os pacientes com QRS largo da an&#225;lise no DT. </p>
    <p>Os resultados nos levam a acreditar que ambas as an&#225;lises nos dom&#237;nios do tempo e freq&#252;&#234;ncia s&#227;o &#250;teis em identificar pacientes com TV monom&#243;rfica sustentada cl&#237;nica e que a an&#225;lise combinada destes dom&#237;nios aumenta a acur&#225;cia diagn&#243;stica a despeito da presen&#231;a de bloqueio de ramo. </p>
    <p>Universidade do Estado do Rio de Janeiro - UERJ </p>
    <p> Correspond&#234;ncia: Eduardo Corr&#234;a Barbosa - Av. 28 de Setembro, 77 - 2&#186; - 20551-030 &#150; Rio de Janeiro, RJ </p>
    <p> Recebido para publica&#231;&#227;o em 26/9/97 </p>
    <p> Aceito em 17/6/98 </p>
  </body>
  <back>
    <ref-list>
      <ref id="B1">
        <mixed-citation>1. Simson MB - Use of signals in the terminal QRS complex to identify patients with ventricular tachycardia after myocardial infarction. Circulation 1981; 64: 235-42. </mixed-citation>
        <element-citation publication-type="journal">
          <article-title>Use of signals in the terminal QRS complex to identify patients with ventricular tachycardia after myocardial infarction</article-title>
          <source>Circulation</source>
          <date>
            <year>1981</year>
          </date>
          <fpage>235</fpage>
          <lpage>42</lpage>
          <volume>64</volume>
          <person-group person-group-type="author">
            <name>
              <surname>Simson</surname>
              <given-names>MB</given-names>
            </name>
          </person-group>
        </element-citation>
      </ref>
      <ref id="B2">
        <mixed-citation>2. Buckingham TA, Ghosh S, Homan SM et al - Independent value of signal averaged electrocardiography in identify patients with ventricular tachycardia with coronary artery disease. Am J Cardiol 1987; 59: 568-72. </mixed-citation>
        <element-citation publication-type="journal">
          <article-title>Independent value of signal averaged electrocardiography in identify patients with ventricular tachycardia with coronary artery disease</article-title>
          <source>Am J Cardiol</source>
          <date>
            <year>1987</year>
          </date>
          <fpage>568</fpage>
          <lpage>72</lpage>
          <volume>59</volume>
          <person-group person-group-type="author">
            <name>
              <surname>Buckingham</surname>
              <given-names>TA</given-names>
            </name>
            <name>
              <surname>Ghosh</surname>
              <given-names>S</given-names>
            </name>
            <name>
              <surname>Homan</surname>
              <given-names>SM</given-names>
            </name>
          </person-group>
        </element-citation>
      </ref>
      <ref id="B3">
        <mixed-citation>3. Vester EG, Strauer BE - Ventricular late potencials: state of the art and future perspectives. Eur Heart J 1994; 15(suppl C(LA-): 34-48. </mixed-citation>
        <element-citation publication-type="journal">
          <article-title>Ventricular late potencials: state of the art and future perspectives</article-title>
          <source>Eur Heart J</source>
          <date>
            <year>1994</year>
          </date>
          <fpage>34</fpage>
          <lpage>48</lpage>
          <volume>15</volume>
          <person-group person-group-type="author">
            <name>
              <surname>Vester</surname>
              <given-names>EG</given-names>
            </name>
            <name>
              <surname>Strauer</surname>
              <given-names>BE</given-names>
            </name>
          </person-group>
        </element-citation>
      </ref>
      <ref id="B4">
        <mixed-citation>4. Ahuja RK, Turitto G, Ibrahim B - Combined time-domain and spectral turbulence analysis of the signal-averaged ECG improves its predictive accuracy in postinfarction patients. J Electrocardiol 1994; 27(suppl (LA-): 202-6. </mixed-citation>
        <element-citation publication-type="journal">
          <article-title>Combined time-domain and spectral turbulence analysis of the signal-averaged ECG improves its predictive accuracy in postinfarction patients</article-title>
          <source>J Electrocardiol</source>
          <date>
            <year>1994</year>
          </date>
          <fpage>202</fpage>
          <lpage>6</lpage>
          <volume>27</volume>
          <person-group person-group-type="author">
            <name>
              <surname>Ahuja</surname>
              <given-names>RK</given-names>
            </name>
            <name>
              <surname>Turitto</surname>
              <given-names>G</given-names>
            </name>
            <name>
              <surname>Ibrahim</surname>
              <given-names>B</given-names>
            </name>
          </person-group>
        </element-citation>
      </ref>
      <ref id="B5">
        <mixed-citation>5. Gramatikov BI - Detection of late potencials in the signal-averaged ECG combining time and frequency domain analysis. Med Biol Eng Comput 1993; 31: 333-9. </mixed-citation>
        <element-citation publication-type="journal">
          <article-title>Detection of late potencials in the signal-averaged ECG combining time and frequency domain analysis</article-title>
          <source>Med Biol Eng Comput</source>
          <date>
            <year>1993</year>
          </date>
          <fpage>333</fpage>
          <lpage>9</lpage>
          <volume>31</volume>
          <person-group person-group-type="author">
            <name>
              <surname>Gramatikov</surname>
              <given-names>BI</given-names>
            </name>
          </person-group>
        </element-citation>
      </ref>
      <ref id="B6">
        <mixed-citation>6. Kulakowski P, Malik M, Poloniecki J et al - Frequency versus time domain analysis of signal-averaged electrocardiograms. Identification of patients with ventricular tachycardia after myocardial infarction. J Am Coll Cardiol 1992; 20: 135-43. </mixed-citation>
        <element-citation publication-type="journal">
          <article-title>Frequency versus time domain analysis of signal-averaged electrocardiograms. Identification of patients with ventricular tachycardia after myocardial infarction</article-title>
          <source>J Am Coll Cardiol</source>
          <date>
            <year>1992</year>
          </date>
          <fpage>135</fpage>
          <lpage>43</lpage>
          <volume>20</volume>
          <person-group person-group-type="author">
            <name>
              <surname>Kulakowski</surname>
              <given-names>P</given-names>
            </name>
            <name>
              <surname>Malik</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Poloniecki</surname>
              <given-names>J</given-names>
            </name>
          </person-group>
        </element-citation>
      </ref>
      <ref id="B7">
        <mixed-citation>7. Odemuyiwa O, Malik M, Poloniecki J et al - Frequency versus time domain analysis of signal-averaged electrocardiograms. Stratification of postinfarction patients for arrhythmic events. J Am Coll Cardiol 1992; 20: 144-50. </mixed-citation>
        <element-citation publication-type="journal">
          <article-title>Frequency versus time domain analysis of signal-averaged electrocardiograms. Stratification of postinfarction patients for arrhythmic events</article-title>
          <source>J Am Coll Cardiol</source>
          <date>
            <year>1992</year>
          </date>
          <fpage>144</fpage>
          <lpage>50</lpage>
          <volume>20</volume>
          <person-group person-group-type="author">
            <name>
              <surname>Odemuyiwa</surname>
              <given-names>O</given-names>
            </name>
            <name>
              <surname>Malik</surname>
              <given-names>M</given-names>
            </name>
            <name>
              <surname>Poloniecki</surname>
              <given-names>J</given-names>
            </name>
          </person-group>
        </element-citation>
      </ref>
      <ref id="B8">
        <mixed-citation>8. Kuchar DL, Thorburn CW, Samuel NL - Prediction of serious arrhythmic events after myocardial infarction: signal-averaged electrocardiogram, Holter monitoring and radionuclide ventriculography. J Am Coll Cardiol 1987; 9: 531-8. </mixed-citation>
        <element-citation publication-type="journal">
          <article-title>Prediction of serious arrhythmic events after myocardial infarction: signal-averaged electrocardiogram, Holter monitoring and radionuclide ventriculography</article-title>
          <source>J Am Coll Cardiol</source>
          <date>
            <year>1987</year>
          </date>
          <fpage>531</fpage>
          <lpage>8</lpage>
          <volume>9</volume>
          <person-group person-group-type="author">
            <name>
              <surname>Kuchar</surname>
              <given-names>DL</given-names>
            </name>
            <name>
              <surname>Thorburn</surname>
              <given-names>CW</given-names>
            </name>
            <name>
              <surname>Samuel</surname>
              <given-names>NL</given-names>
            </name>
          </person-group>
        </element-citation>
      </ref>
      <ref id="B9">
        <mixed-citation>9. Nogami A, Lesaka Y, Akiyama J et al - Combined use of time and frequency domain variables in signal-averaged ECG as a predictor of inducible sustained monomorphic ventricular tachycardia in myocardial infarction. Circulation 1992; 86: 780-9. </mixed-citation>
        <element-citation publication-type="journal">
          <article-title>Combined use of time and frequency domain variables in signal-averaged ECG as a predictor of inducible sustained monomorphic ventricular tachycardia in myocardial infarction</article-title>
          <source>Circulation</source>
          <date>
            <year>1992</year>
          </date>
          <fpage>780</fpage>
          <lpage>9</lpage>
          <volume>86</volume>
          <person-group person-group-type="author">
            <name>
              <surname>Nogami</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Lesaka</surname>
              <given-names>Y</given-names>
            </name>
            <name>
              <surname>Akiyama</surname>
              <given-names>J</given-names>
            </name>
          </person-group>
        </element-citation>
      </ref>
      <ref id="B10">
        <mixed-citation>10. Cain ME, Lindsay BD, Arthur RM, Markham J, Ambos HD - Noninvasive detection of patients prone to life-threatening ventricular arrhythmia by frequency analysis of electrocardiographic signals. In: Zipes DP, Jalife J, eds - Cardiac Electrophysiology From Cell to Bedside. Philadelphia: WB Saunders, 1990: 817-31. </mixed-citation>
        <element-citation publication-type="book">
          <source>Cardiac Electrophysiology From Cell to Bedside</source>
          <date>
            <year>1990</year>
          </date>
          <fpage>817</fpage>
          <lpage>31</lpage>
          <person-group person-group-type="author">
            <name>
              <surname>Cain</surname>
              <given-names>ME</given-names>
            </name>
            <name>
              <surname>Lindsay</surname>
              <given-names>BD</given-names>
            </name>
            <name>
              <surname>Arthur</surname>
              <given-names>RM</given-names>
            </name>
            <name>
              <surname>Markham</surname>
              <given-names>J</given-names>
            </name>
            <name>
              <surname>Ambos</surname>
              <given-names>HD</given-names>
            </name>
            <name>
              <surname>Zipes</surname>
              <given-names>DP</given-names>
            </name>
            <name>
              <surname>Jalife</surname>
              <given-names>J</given-names>
            </name>
          </person-group>
        </element-citation>
      </ref>
      <ref id="B11">
        <mixed-citation>11. Worley SJ, Mark DB, Smith WM et al - Comparison of time domain and frequency domain variables from the signal-averaged electrocardiogram: a multivariate analysis. J Am Coll Cardiol 1988; 11: 1041-51. </mixed-citation>
        <element-citation publication-type="journal">
          <article-title>Comparison of time domain and frequency domain variables from the signal-averaged electrocardiogram: a multivariate analysis</article-title>
          <source>J Am Coll Cardiol</source>
          <date>
            <year>1988</year>
          </date>
          <fpage>1041</fpage>
          <lpage>51</lpage>
          <volume>11</volume>
          <person-group person-group-type="author">
            <name>
              <surname>Worley</surname>
              <given-names>SJ</given-names>
            </name>
            <name>
              <surname>Mark</surname>
              <given-names>DB</given-names>
            </name>
            <name>
              <surname>Smith</surname>
              <given-names>WM</given-names>
            </name>
          </person-group>
        </element-citation>
      </ref>
      <ref id="B12">
        <mixed-citation>12. Marchac J, Weiss A, Winters SL, Barecca P, Gomes JA - A comparative study of frequency domain and time domain analysis of signal-averaged electrocardiograms in patients with ventricular tachycardia. J Am Coll Cardiol 1988; 11: 284-96. </mixed-citation>
        <element-citation publication-type="journal">
          <article-title>A comparative study of frequency domain and time domain analysis of signal-averaged electrocardiograms in patients with ventricular tachycardia</article-title>
          <source>J Am Coll Cardiol</source>
          <date>
            <year>1988</year>
          </date>
          <fpage>284</fpage>
          <lpage>96</lpage>
          <volume>11</volume>
          <person-group person-group-type="author">
            <name>
              <surname>Marchac</surname>
              <given-names>J</given-names>
            </name>
            <name>
              <surname>Weiss</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Winters</surname>
              <given-names>SL</given-names>
            </name>
            <name>
              <surname>Barecca</surname>
              <given-names>P</given-names>
            </name>
            <name>
              <surname>Gomes</surname>
              <given-names>JA</given-names>
            </name>
          </person-group>
        </element-citation>
      </ref>
      <ref id="B13">
        <mixed-citation>13. Kelen GJ, Henkin R, Starr AM, Caref EB, Bloomfield D, El-Sherif N - Spectral turbulence analysis of the signal-averaged electrocardiogram and its predictive accuracy for inducible sustained monomorphic ventricular tachycardia. Am J Cardiol 1991; 67: 965-75. </mixed-citation>
        <element-citation publication-type="journal">
          <article-title>Spectral turbulence analysis of the signal-averaged electrocardiogram and its predictive accuracy for inducible sustained monomorphic ventricular tachycardia</article-title>
          <source>Am J Cardiol</source>
          <date>
            <year>1991</year>
          </date>
          <fpage>965</fpage>
          <lpage>75</lpage>
          <volume>67</volume>
          <person-group person-group-type="author">
            <name>
              <surname>Kelen</surname>
              <given-names>GJ</given-names>
            </name>
            <name>
              <surname>Henkin</surname>
              <given-names>R</given-names>
            </name>
            <name>
              <surname>Starr</surname>
              <given-names>AM</given-names>
            </name>
            <name>
              <surname>Caref</surname>
              <given-names>EB</given-names>
            </name>
            <name>
              <surname>Bloomfield</surname>
              <given-names>D</given-names>
            </name>
            <name>
              <surname>El-Sherif</surname>
              <given-names>N</given-names>
            </name>
          </person-group>
        </element-citation>
      </ref>
      <ref id="B14">
        <mixed-citation>14. Copie X, Hnatrova K, Staunton A, Camm AJ, Malik M - Spectral turbulence versus time domain analysis of the signal-averaged ECG for risk stratification after myocardial infarction. J Am Coll Cardol 1996; 27(suppl A): 171A. </mixed-citation>
        <element-citation publication-type="journal">
          <article-title>Spectral turbulence versus time domain analysis of the signal-averaged ECG for risk stratification after myocardial infarction</article-title>
          <source>J Am Coll Cardol</source>
          <date>
            <year>1996</year>
          </date>
          <fpage>171A</fpage>
          <volume>27</volume>
          <person-group person-group-type="author">
            <name>
              <surname>Copie</surname>
              <given-names>X</given-names>
            </name>
            <name>
              <surname>Hnatrova</surname>
              <given-names>K</given-names>
            </name>
            <name>
              <surname>Staunton</surname>
              <given-names>A</given-names>
            </name>
            <name>
              <surname>Camm</surname>
              <given-names>AJ</given-names>
            </name>
            <name>
              <surname>Malik</surname>
              <given-names>M</given-names>
            </name>
          </person-group>
        </element-citation>
      </ref>
      <ref id="B15">
        <mixed-citation>15. Grimm W, Hoffmann J, Knop U, Winzenburg J, Menz V, Maisch B - Value of time and frequency domain analysis of signal-averaged electrocardiography for arrhythmia risk prediction in idiopathic dilated cardiomyopathy. Pacing Clin Electrophysiol 1996; 19: 1923-7. </mixed-citation>
        <element-citation publication-type="journal">
          <article-title>Value of time and frequency domain analysis of signal-averaged electrocardiography for arrhythmia risk prediction in idiopathic dilated cardiomyopathy</article-title>
          <source>Pacing Clin Electrophysiol</source>
          <date>
            <year>1996</year>
          </date>
          <fpage>1923</fpage>
          <lpage>7</lpage>
          <volume>19</volume>
          <person-group person-group-type="author">
            <name>
              <surname>Grimm</surname>
              <given-names>W</given-names>
            </name>
            <name>
              <surname>Hoffmann</surname>
              <given-names>J</given-names>
            </name>
            <name>
              <surname>Knop</surname>
              <given-names>U</given-names>
            </name>
            <name>
              <surname>Winzenburg</surname>
              <given-names>J</given-names>
            </name>
            <name>
              <surname>Menz</surname>
              <given-names>V</given-names>
            </name>
            <name>
              <surname>Maisch</surname>
              <given-names>B</given-names>
            </name>
          </person-group>
        </element-citation>
      </ref>
      <ref id="B16">
        <mixed-citation>16. Bonato P, Bettini R, Speranza G, Furlanello F, Antolini R - Improved late potential analysis in frequency domain. Med Eng Phys 1995; 17: 232-8. </mixed-citation>
        <element-citation publication-type="journal">
          <article-title>Improved late potential analysis in frequency domain</article-title>
          <source>Med Eng Phys</source>
          <date>
            <year>1995</year>
          </date>
          <fpage>232</fpage>
          <lpage>8</lpage>
          <volume>17</volume>
          <person-group person-group-type="author">
            <name>
              <surname>Bonato</surname>
              <given-names>P</given-names>
            </name>
            <name>
              <surname>Bettini</surname>
              <given-names>R</given-names>
            </name>
            <name>
              <surname>Speranza</surname>
              <given-names>G</given-names>
            </name>
            <name>
              <surname>Furlanello</surname>
              <given-names>F</given-names>
            </name>
            <name>
              <surname>Antolini</surname>
              <given-names>R</given-names>
            </name>
          </person-group>
        </element-citation>
      </ref>
      <ref id="B17">
        <mixed-citation>17. Kulakowski P, Counihan PJ, Camm AJ, Mckenna WJ - The value of time and frequency domain, and spectral temporal mapping analysis of the signal-averaged electrocardiogram in identification of patients with hypertrophic cardiomyopathy at increased risk of sudden death. Eur Heart J 1993; 14: 941-50. </mixed-citation>
        <element-citation publication-type="journal">
          <article-title>The value of time and frequency domain, and spectral temporal mapping analysis of the signal-averaged electrocardiogram in identification of patients with hypertrophic cardiomyopathy at increased risk of sudden death</article-title>
          <source>Eur Heart J</source>
          <date>
            <year>1993</year>
          </date>
          <fpage>941</fpage>
          <lpage>50</lpage>
          <volume>14</volume>
          <person-group person-group-type="author">
            <name>
              <surname>Kulakowski</surname>
              <given-names>P</given-names>
            </name>
            <name>
              <surname>Counihan</surname>
              <given-names>PJ</given-names>
            </name>
            <name>
              <surname>Camm</surname>
              <given-names>AJ</given-names>
            </name>
            <name>
              <surname>Mckenna</surname>
              <given-names>WJ</given-names>
            </name>
          </person-group>
        </element-citation>
      </ref>
      <ref id="B18">
        <mixed-citation>18. Lindsay BD, Markham J, Schetman KB, Ambos HD, Caim ME - Identification of patients with sustained ventricular tachycardia by frequency analysis of signal-averaged electrocardiograms despite the presence of bundle branch block. Circulation 1988; 77: 122-30. </mixed-citation>
        <element-citation publication-type="journal">
          <article-title>Identification of patients with sustained ventricular tachycardia by frequency analysis of signal-averaged electrocardiograms despite the presence of bundle branch block</article-title>
          <source>Circulation</source>
          <date>
            <year>1988</year>
          </date>
          <fpage>122</fpage>
          <lpage>30</lpage>
          <volume>77</volume>
          <person-group person-group-type="author">
            <name>
              <surname>Lindsay</surname>
              <given-names>BD</given-names>
            </name>
            <name>
              <surname>Markham</surname>
              <given-names>J</given-names>
            </name>
            <name>
              <surname>Schetman</surname>
              <given-names>KB</given-names>
            </name>
            <name>
              <surname>Ambos</surname>
              <given-names>HD</given-names>
            </name>
            <name>
              <surname>Caim</surname>
              <given-names>ME</given-names>
            </name>
          </person-group>
        </element-citation>
      </ref>
      <ref id="B19">
        <mixed-citation>19. Buckingham TA, Thessen CM, Stevens LL, Redd RM, Kennedy HL - The effect of conduction defects on the signal-averaged electrocardiographic determination of late potentials. Am J Cardiol 1988; 61: 1265-71. </mixed-citation>
        <element-citation publication-type="journal">
          <article-title>The effect of conduction defects on the signal-averaged electrocardiographic determination of late potentials</article-title>
          <source>Am J Cardiol</source>
          <date>
            <year>1988</year>
          </date>
          <fpage>1265</fpage>
          <lpage>71</lpage>
          <volume>61</volume>
          <person-group person-group-type="author">
            <name>
              <surname>Buckingham</surname>
              <given-names>TA</given-names>
            </name>
            <name>
              <surname>Thessen</surname>
              <given-names>CM</given-names>
            </name>
            <name>
              <surname>Stevens</surname>
              <given-names>LL</given-names>
            </name>
            <name>
              <surname>Redd</surname>
              <given-names>RM</given-names>
            </name>
            <name>
              <surname>Kennedy</surname>
              <given-names>HL</given-names>
            </name>
          </person-group>
        </element-citation>
      </ref>
    </ref-list>
  </back>
</article>
