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    <p>Bom dia Hidelbrando<br>
      <br>
      Eu nunca trabalhei com dados do SISAB mas acredito qeu seja
      possivel fazer sim e tipo de rotina, teria que ver  o formato dos
      dados, um pacote que pode ser interessante para você é o SIDRA<br>
      <br>
      Abraços</p>
    <p>Bernardo Tura</p>
    <p>NBB - INC/MS</p>
    <p><br>
    </p>
    <div class="moz-cite-prefix">On 7/9/24 21:06, Hidelbrando Rodrigues
      por (R-br) wrote:<br>
    </div>
    <blockquote type="cite"
cite="mid:CA+49qTTTdVw9R4R+JyxMX709C2rWCsuy7D+4r3U678ueLLFaFw@mail.gmail.com">
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      <div dir="auto">
        <div dir="auto">Olá a todos.</div>
        <div dir="auto"><br>
        </div>
        Permitam-me participar da conversa. Nosso laboratório LAMAPP
        (Laboratório de Monitoramento e Avaliação de Políticas
        Públicas), aqui da federal do Amazonas, tem parceria com o
        Centro de Estudos Estratégicos do FIOCRUZ. 
        <div dir="auto"><br>
        </div>
        <div dir="auto">Nós criamos um curso de Ciência de Dados
          Aplicado à Saúde. Ele será hospedado em uma plataforma que
          ainda vamos definir. Ele será aberto e gratuito. Utilizamos
          como base, dados do SISAB, que não são tão amigáveis para
          baixar.</div>
        <div dir="auto"><br>
        </div>
        <div dir="auto">Diante do exposto, seguem as questões:</div>
        <div dir="auto"><br>
        </div>
        <div dir="auto">* Seria possível criar um código para extrair
          essa base diretamente do site??</div>
        <div dir="auto"><br>
        </div>
        <div dir="auto">* Existem outros pacotes para baixar dados de
          saúde, além do mencionado nesta conversa?</div>
        <div dir="auto"><br>
        </div>
        <div dir="auto">Att.</div>
        <div dir="auto"><br>
        </div>
        <div dir="auto">Hidelbrando </div>
        <div dir="auto"><br>
        </div>
        <div dir="auto"><br>
        </div>
        <div dir="auto"><br>
        </div>
      </div>
      <br>
      <div class="gmail_quote">
        <div dir="ltr" class="gmail_attr">Em ter., 9 de jul. de 2024
          12:59, Elias Carvalho por (R-br) <<a
            href="mailto:r-br@listas.c3sl.ufpr.br"
            moz-do-not-send="true" class="moz-txt-link-freetext">r-br@listas.c3sl.ufpr.br</a>>
          escreveu:<br>
        </div>
        <blockquote class="gmail_quote"
style="margin:0 0 0 .8ex;border-left:1px #ccc solid;padding-left:1ex">
          <div dir="ltr">
            <div class="gmail_default"
              style="font-family:times new roman,serif;font-size:large">Caro
              Bernardo, eu agradeço antecipadamente<br>
            </div>
            <div class="gmail_default"
              style="font-family:times new roman,serif;font-size:large">Eu
              trabalho no TI de uma universidade estadual e temos nosso
              hospital universitário que atende muita gente, se não me
              engano além da cidade, atende mais de 100 municípios ao
              redor.<br>
            </div>
            <div class="gmail_default"
              style="font-family:times new roman,serif;font-size:large">Nosso
              problema é que o hospital usa o GSUS (prontuário do PR) e
              este não exporta dados, não tem API (pelo menos para nós).<br>
            </div>
            <div class="gmail_default"
              style="font-family:times new roman,serif;font-size:large">Gostaríamos
              de ter informações sobre prontuário, atendimento
              ambulatorial, prescrição de medicamentos, imagens e laudos
              de forma analítica, pois eu trabalho com BI (Qlik Sense) e
              gostaria de gerar gráficos e tabelas com esses dados, além
              de pedir para minha equipe desenvolver softwares de apoio
              com base nessas informações.<br>
            </div>
            <div class="gmail_default"
              style="font-family:times new roman,serif;font-size:large">Eu
              creio que todos esses dados são exportados para o SUS e
              daí uma tentativa seria extraí-los pelo R.<br>
            </div>
          </div>
          <br>
          <div class="gmail_quote">
            <div dir="ltr" class="gmail_attr">Em ter., 9 de jul. de 2024
              às 12:28, Bernardo Rangel Tura por (R-br) <<a
                href="mailto:r-br@listas.c3sl.ufpr.br" target="_blank"
                rel="noreferrer" moz-do-not-send="true"
                class="moz-txt-link-freetext">r-br@listas.c3sl.ufpr.br</a>>
              escreveu:<br>
            </div>
            <blockquote class="gmail_quote"
style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex">
              <div>
                <p>Elias o pacote do Rafael é maravilhoso vivo sugerindo
                  para as pessoas usarem mas para algumas coisas às
                  vezes não funciona, quase sempre porque as bases são
                  muito mal feitas. <br>
                  Como trabalho com elas a mais e 20 anos estou
                  acostumando a resolver esse tipo de encrenca.<br>
                  Que tal você descrever o que precisa e crio um script
                  para você?</p>
                <p>Bernardo Tura<br>
                  NBB - INC/MS<br>
                </p>
                <div>On 6/18/24 15:19, Elias Carvalho por (R-br) wrote:<br>
                </div>
                <blockquote type="cite">
                  <div dir="ltr">
                    <div class="gmail_default"
style="font-family:times new roman,serif;font-size:large">Outra coisa,
                      consigo extrair dados da BPA-I (<span lang="pt"><span><b>Boletim
                            de Produção Ambulatorial – Individualizado</b></span></span>)
                      ?<br>
                    </div>
                  </div>
                  <br>
                  <div class="gmail_quote">
                    <div dir="ltr" class="gmail_attr">Em ter., 18 de
                      jun. de 2024 às 15:04, Elias Carvalho <<a
                        href="mailto:ecacarva@gmail.com" target="_blank"
                        rel="noreferrer" moz-do-not-send="true"
                        class="moz-txt-link-freetext">ecacarva@gmail.com</a>>
                      escreveu:<br>
                    </div>
                    <blockquote class="gmail_quote"
style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex">
                      <div dir="ltr">
                        <div class="gmail_default"
style="font-family:times new roman,serif;font-size:large">Procurei aqui
                          mas não achei, pelo fetch_datasus, dá para
                          extrair dados de um CNES específico Rafael ?<br>
                        </div>
                      </div>
                      <br>
                      <div class="gmail_quote">
                        <div dir="ltr" class="gmail_attr">Em ter., 18 de
                          jun. de 2024 às 10:59, Raphael Saldanha <<a
                            href="mailto:rfsaldanha@gmail.com"
                            target="_blank" rel="noreferrer"
                            moz-do-not-send="true"
                            class="moz-txt-link-freetext">rfsaldanha@gmail.com</a>>
                          escreveu:<br>
                        </div>
                        <blockquote class="gmail_quote"
style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex">
                          <div style="padding-bottom:1px">
                            <p>Obrigado! Para filtrar por um hospital
                              específico, você precisa saber o código
                              CNES da unidade de saúde. Você pode
                              procurar o código aqui: <a
                                href="http://cnes.datasus.gov.br"
                                target="_blank" rel="noreferrer"
                                moz-do-not-send="true">cnes.datasus.gov.br</a><br>
                            </p>
                            <div>On 2024-06-18 15:57, Elias Carvalho
                              wrote:<br>
                            </div>
                            <blockquote type="cite">
                              <div dir="ltr">
                                <div class="gmail_default"
style="font-family:times new roman,serif;font-size:large">Excelente
                                  Rafael ! Muito bom seu pacote.<br>
                                  Vou dar uma olhada, no momento eu
                                  preciso extrair informações de um
                                  hospital público específico<br>
                                </div>
                              </div>
                              <br>
                              <div class="gmail_quote">
                                <div dir="ltr" class="gmail_attr">Em
                                  ter., 18 de jun. de 2024 às 10:40,
                                  Raphael Saldanha por (R-br) <<a
href="mailto:r-br@listas.c3sl.ufpr.br" target="_blank" rel="noreferrer"
                                    moz-do-not-send="true"
                                    class="moz-txt-link-freetext">r-br@listas.c3sl.ufpr.br</a>>
                                  escreveu:<br>
                                </div>
                                <blockquote class="gmail_quote"
style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex">
                                  <div style="padding-bottom:1px">
                                    <p>Olá Elias,</p>
                                    <p>Os dados de atendimentos
                                      ambulatoriais da dimensão pública
                                      do SUS são registrados em um
                                      sistema de informações em saúde
                                      denominado Sistema de Informações
                                      Ambulatoriais.</p>
                                    <p>Você consegue acessar esses dados
                                      com o R usando o pacote
                                      {microdatasus}</p>
                                    <p><a
href="https://rfsaldanha.github.io/microdatasus/" target="_blank"
                                        rel="noreferrer"
                                        moz-do-not-send="true"
                                        class="moz-txt-link-freetext">https://rfsaldanha.github.io/microdatasus/</a></p>
                                    <p>Posso te ajudar com mais detalhes
                                      se precisar.</p>
                                    <p><br>
                                    </p>
                                    <p>Abraços,</p>
                                    <p>Raphael Saldanha<br>
                                    </p>
                                    <p><br>
                                    </p>
                                    <div>On 2024-06-18 15:34, Elias
                                      Carvalho por (R-br) wrote:<br>
                                    </div>
                                    <blockquote type="cite">
                                      <div dir="ltr">
                                        <div class="gmail_default"
style="font-family:times new roman,serif;font-size:large">Bom dia
                                          pessoal<br>
                                        </div>
                                        <div class="gmail_default"
style="font-family:times new roman,serif;font-size:large">Alguém sabe se
                                          há algum pacote do R que
                                          extraia dados de atendimentos
                                          do SUS ?<br>
                                          <br>
                                          <br clear="all">
                                        </div>
                                        <br>
                                        <span
                                          class="gmail_signature_prefix">--
                                        </span><br>
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                                                          <div><font
                                                          size="4"
face="times new roman, serif"><i><span>In Jesu et Maria</span><br>
                                                          <br>
                                                          </i></font>
                                                          <div>
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                                                          <div><font
                                                          size="4"
face="times new roman, serif"><i>Obrigado / Thank you<br>
                                                          </i></font></div>
                                                          <div><font
                                                          size="4"
face="times new roman, serif"><i>Prof. Dr. Elias Carvalho</i></font></div>
                                                          <div><font
                                                          size="4"
face="times new roman, serif"><i><br>
                                                          </i></font></div>
                                                          <div><font
                                                          size="4"
face="times new roman, serif"><i>
                                                          <div>"Felix,
                                                          qui potuit
                                                          rerum
                                                          cognoscere
                                                          causas"
                                                          (Virgil 29 BC)</div>
                                                          <div>"Blessed
                                                          is he who has
                                                          been able to
                                                          understand the
                                                          cause of
                                                          things"</div>
                                                          </i></font></div>
                                                          </div>
                                                          </div>
                                                          </div>
                                                          </div>
                                                          </div>
                                                          </div>
                                                          </div>
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                                                      </div>
                                                    </div>
                                                  </div>
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                                        </div>
                                      </div>
                                      <br>
                                      <fieldset></fieldset>
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                                  e forneça código mínimo reproduzível.<br>
                                </blockquote>
                              </div>
                              <br clear="all">
                              <br>
                              <span class="gmail_signature_prefix">-- </span><br>
                              <div dir="ltr" class="gmail_signature">
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                                                        <div><font
                                                          size="4"
face="times new roman, serif"><i><span>In Jesu et Maria</span><br>
                                                          <br>
                                                          </i></font>
                                                          <div>
                                                          <div dir="ltr">
                                                          <div dir="ltr">
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                                                          <div><font
                                                          size="4"
face="times new roman, serif"><i>Obrigado / Thank you<br>
                                                          </i></font></div>
                                                          <div><font
                                                          size="4"
face="times new roman, serif"><i>Prof. Dr. Elias Carvalho</i></font></div>
                                                          <div><font
                                                          size="4"
face="times new roman, serif"><i><br>
                                                          </i></font></div>
                                                          <div><font
                                                          size="4"
face="times new roman, serif"><i>
                                                          <div>"Felix,
                                                          qui potuit
                                                          rerum
                                                          cognoscere
                                                          causas"
                                                          (Virgil 29 BC)</div>
                                                          <div>"Blessed
                                                          is he who has
                                                          been able to
                                                          understand the
                                                          cause of
                                                          things"</div>
                                                          </i></font></div>
                                                          </div>
                                                          </div>
                                                          </div>
                                                          </div>
                                                        </div>
                                                      </div>
                                                    </div>
                                                  </div>
                                                </div>
                                              </div>
                                            </div>
                                          </div>
                                        </div>
                                      </div>
                                    </div>
                                  </div>
                                </div>
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                            </blockquote>
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                        </blockquote>
                      </div>
                      <br clear="all">
                      <br>
                      <span class="gmail_signature_prefix">-- </span><br>
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                                                <div><font size="4"
face="times new roman, serif"><i><span>In Jesu et Maria</span><br>
                                                      <br>
                                                    </i></font>
                                                  <div>
                                                    <div dir="ltr">
                                                      <div dir="ltr">
                                                        <div dir="ltr">
                                                          <div><font
                                                          size="4"
face="times new roman, serif"><i>Obrigado / Thank you<br>
                                                          </i></font></div>
                                                          <div><font
                                                          size="4"
face="times new roman, serif"><i>Prof. Dr. Elias Carvalho</i></font></div>
                                                          <div><font
                                                          size="4"
face="times new roman, serif"><i><br>
                                                          </i></font></div>
                                                          <div><font
                                                          size="4"
face="times new roman, serif"><i>
                                                          <div>"Felix,
                                                          qui potuit
                                                          rerum
                                                          cognoscere
                                                          causas"
                                                          (Virgil 29 BC)</div>
                                                          <div>"Blessed
                                                          is he who has
                                                          been able to
                                                          understand the
                                                          cause of
                                                          things"</div>
                                                          </i></font></div>
                                                        </div>
                                                      </div>
                                                    </div>
                                                  </div>
                                                </div>
                                              </div>
                                            </div>
                                          </div>
                                        </div>
                                      </div>
                                    </div>
                                  </div>
                                </div>
                              </div>
                            </div>
                          </div>
                        </div>
                      </div>
                    </blockquote>
                  </div>
                  <br clear="all">
                  <br>
                  <span class="gmail_signature_prefix">-- </span><br>
                  <div dir="ltr" class="gmail_signature">
                    <div dir="ltr">
                      <div>
                        <div dir="ltr">
                          <div>
                            <div dir="ltr">
                              <div>
                                <div dir="ltr">
                                  <div>
                                    <div dir="ltr">
                                      <div>
                                        <div dir="ltr">
                                          <div dir="ltr">
                                            <div><font size="4"
face="times new roman, serif"><i><span>In Jesu et Maria</span><br>
                                                  <br>
                                                </i></font>
                                              <div>
                                                <div dir="ltr">
                                                  <div dir="ltr">
                                                    <div dir="ltr">
                                                      <div><font
                                                          size="4"
face="times new roman, serif"><i>Obrigado / Thank you<br>
                                                          </i></font></div>
                                                      <div><font
                                                          size="4"
face="times new roman, serif"><i>Prof. Dr. Elias Carvalho</i></font></div>
                                                      <div><font
                                                          size="4"
face="times new roman, serif"><i><br>
                                                          </i></font></div>
                                                      <div><font
                                                          size="4"
face="times new roman, serif"><i>
                                                          <div>"Felix,
                                                          qui potuit
                                                          rerum
                                                          cognoscere
                                                          causas"
                                                          (Virgil 29 BC)</div>
                                                          <div>"Blessed
                                                          is he who has
                                                          been able to
                                                          understand the
                                                          cause of
                                                          things"</div>
                                                          </i></font></div>
                                                    </div>
                                                  </div>
                                                </div>
                                              </div>
                                            </div>
                                          </div>
                                        </div>
                                      </div>
                                    </div>
                                  </div>
                                </div>
                              </div>
                            </div>
                          </div>
                        </div>
                      </div>
                    </div>
                  </div>
                  <br>
                  <fieldset></fieldset>
                  <pre>_______________________________________________
R-br mailing list
<a href="mailto:R-br@listas.c3sl.ufpr.br" target="_blank"
                  rel="noreferrer" moz-do-not-send="true"
                  class="moz-txt-link-freetext">R-br@listas.c3sl.ufpr.br</a>
<a href="https://listas.inf.ufpr.br/cgi-bin/mailman/listinfo/r-br"
                  target="_blank" rel="noreferrer"
                  moz-do-not-send="true" class="moz-txt-link-freetext">https://listas.inf.ufpr.br/cgi-bin/mailman/listinfo/r-br</a>
Leia o guia de postagem (<a href="http://www.leg.ufpr.br/r-br-guia"
                  target="_blank" rel="noreferrer"
                  moz-do-not-send="true" class="moz-txt-link-freetext">http://www.leg.ufpr.br/r-br-guia</a>) e forneça código mínimo reproduzível.
</pre>
                </blockquote>
              </div>
              _______________________________________________<br>
              R-br mailing list<br>
              <a href="mailto:R-br@listas.c3sl.ufpr.br" target="_blank"
                rel="noreferrer" moz-do-not-send="true"
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              <a
href="https://listas.inf.ufpr.br/cgi-bin/mailman/listinfo/r-br"
                rel="noreferrer noreferrer" target="_blank"
                moz-do-not-send="true" class="moz-txt-link-freetext">https://listas.inf.ufpr.br/cgi-bin/mailman/listinfo/r-br</a><br>
              Leia o guia de postagem (<a
                href="http://www.leg.ufpr.br/r-br-guia"
                rel="noreferrer noreferrer" target="_blank"
                moz-do-not-send="true" class="moz-txt-link-freetext">http://www.leg.ufpr.br/r-br-guia</a>)
              e forneça código mínimo reproduzível.<br>
            </blockquote>
          </div>
          <br clear="all">
          <br>
          <span class="gmail_signature_prefix">-- </span><br>
          <div dir="ltr" class="gmail_signature">
            <div dir="ltr">
              <div>
                <div dir="ltr">
                  <div>
                    <div dir="ltr">
                      <div>
                        <div dir="ltr">
                          <div>
                            <div dir="ltr">
                              <div>
                                <div dir="ltr">
                                  <div dir="ltr">
                                    <div><font size="4"
                                        face="times new roman, serif"><i><span>In
                                            Jesu et Maria</span><br>
                                          <br>
                                        </i></font>
                                      <div>
                                        <div dir="ltr">
                                          <div dir="ltr">
                                            <div dir="ltr">
                                              <div><font size="4"
face="times new roman, serif"><i>Obrigado / Thank you<br>
                                                  </i></font></div>
                                              <div><font size="4"
face="times new roman, serif"><i>Prof. Dr. Elias Carvalho</i></font></div>
                                              <div><font size="4"
face="times new roman, serif"><i><br>
                                                  </i></font></div>
                                              <div><font size="4"
face="times new roman, serif"><i>
                                                    <div>"Felix, qui
                                                      potuit rerum
                                                      cognoscere causas"
                                                      (Virgil 29 BC)</div>
                                                    <div>"Blessed is he
                                                      who has been able
                                                      to understand the
                                                      cause of things"</div>
                                                  </i></font></div>
                                            </div>
                                          </div>
                                        </div>
                                      </div>
                                    </div>
                                  </div>
                                </div>
                              </div>
                            </div>
                          </div>
                        </div>
                      </div>
                    </div>
                  </div>
                </div>
              </div>
            </div>
          </div>
          _______________________________________________<br>
          R-br mailing list<br>
          <a href="mailto:R-br@listas.c3sl.ufpr.br" target="_blank"
            rel="noreferrer" moz-do-not-send="true"
            class="moz-txt-link-freetext">R-br@listas.c3sl.ufpr.br</a><br>
          <a
href="https://listas.inf.ufpr.br/cgi-bin/mailman/listinfo/r-br"
            rel="noreferrer noreferrer" target="_blank"
            moz-do-not-send="true" class="moz-txt-link-freetext">https://listas.inf.ufpr.br/cgi-bin/mailman/listinfo/r-br</a><br>
          Leia o guia de postagem (<a
            href="http://www.leg.ufpr.br/r-br-guia"
            rel="noreferrer noreferrer" target="_blank"
            moz-do-not-send="true" class="moz-txt-link-freetext">http://www.leg.ufpr.br/r-br-guia</a>)
          e forneça código mínimo reproduzível.<br>
        </blockquote>
      </div>
      <br>
      <fieldset class="moz-mime-attachment-header"></fieldset>
      <pre class="moz-quote-pre" wrap="">_______________________________________________
R-br mailing list
<a class="moz-txt-link-abbreviated" href="mailto:R-br@listas.c3sl.ufpr.br">R-br@listas.c3sl.ufpr.br</a>
<a class="moz-txt-link-freetext" href="https://listas.inf.ufpr.br/cgi-bin/mailman/listinfo/r-br">https://listas.inf.ufpr.br/cgi-bin/mailman/listinfo/r-br</a>
Leia o guia de postagem (<a class="moz-txt-link-freetext" href="http://www.leg.ufpr.br/r-br-guia">http://www.leg.ufpr.br/r-br-guia</a>) e forneça código mínimo reproduzível.
</pre>
    </blockquote>
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