{"id":8480,"date":"2020-11-12T06:49:51","date_gmt":"2020-11-12T06:49:51","guid":{"rendered":"https:\/\/www.kolabtree.com\/blog\/?p=8480"},"modified":"2021-11-04T14:32:49","modified_gmt":"2021-11-04T14:32:49","slug":"how-a-freelance-medical-statistician-can-help-you-analyze-healthcare-data","status":"publish","type":"post","link":"https:\/\/www.kolabtree.com\/blog\/pt\/how-a-freelance-medical-statistician-can-help-you-analyze-healthcare-data\/","title":{"rendered":"Como um estaticista m\u00e9dico aut\u00f4nomo pode ajudar na an\u00e1lise de dados de sa\u00fade?"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_45_1 counter-flat ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\">Tabela de Conte\u00fados<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" area-label=\"ez-toc-toggle-icon-1\"><label for=\"item-69f63ccf32e02\" aria-label=\"Table of Content\"><span style=\"display: flex;align-items: center;width: 35px;height: 30px;justify-content: center;direction:ltr;\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/label><input  type=\"checkbox\" id=\"item-69f63ccf32e02\"><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.kolabtree.com\/blog\/pt\/how-a-freelance-medical-statistician-can-help-you-analyze-healthcare-data\/#In_this_piece_we_will_be_exploring_how_a_freelance_medical_statistician_can_help_you_analyze_healthcare_data\" title=\"Nesta pe\u00e7a, vamos explorar como um m\u00e9dico aut\u00f4nomo pode ajud\u00e1-lo a analisar os dados de sa\u00fade.\">Nesta pe\u00e7a, vamos explorar como um m\u00e9dico aut\u00f4nomo pode ajud\u00e1-lo a analisar os dados de sa\u00fade.<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.kolabtree.com\/blog\/pt\/how-a-freelance-medical-statistician-can-help-you-analyze-healthcare-data\/#1_Assisting_in_Clinical_Trials_Aimed_at_Developing_New_Treatments\" title=\"1) Assist\u00eancia em Ensaios Cl\u00ednicos com o objetivo de desenvolver novos tratamentos\">1) Assist\u00eancia em Ensaios Cl\u00ednicos com o objetivo de desenvolver novos tratamentos<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.kolabtree.com\/blog\/pt\/how-a-freelance-medical-statistician-can-help-you-analyze-healthcare-data\/#2_Performing_Applied_Research_to_Improve_Patient_Outcomes\" title=\"2) Realiza\u00e7\u00e3o de pesquisa aplicada para melhorar os resultados dos pacientes\">2) Realiza\u00e7\u00e3o de pesquisa aplicada para melhorar os resultados dos pacientes<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.kolabtree.com\/blog\/pt\/how-a-freelance-medical-statistician-can-help-you-analyze-healthcare-data\/#3_Preparing_Academic_Material_for_Medical_Students\" title=\"3) Prepara\u00e7\u00e3o de material acad\u00eamico para estudantes de medicina\">3) Prepara\u00e7\u00e3o de material acad\u00eamico para estudantes de medicina<\/a><\/li><\/ul><\/nav><\/div>\n<p><span style=\"font-weight: 400;\"><em>Tr\u00eas formas principais de organiza\u00e7\u00f5es de sa\u00fade podem se beneficiar trabalhando com um <a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/medical-statistics?utm_source=Blog&amp;utm_medium=Post&amp;utm_campaign=HealthcareData\">m\u00e9dico aut\u00f4nomo<\/a>.\u00a0<\/em><\/span><\/p>\n<p>Os dados estat\u00edsticos formam a espinha dorsal de toda organiza\u00e7\u00e3o que est\u00e1 tentando visar o crescimento e elevar-se acima de suas contrapartes do setor hoje: desde o desenvolvimento de neg\u00f3cios e marketing, at\u00e9 a educa\u00e7\u00e3o e a banca, a lista continua. O setor de sa\u00fade tamb\u00e9m se beneficiou longamente dos dados estat\u00edsticos, especialmente quando se trata de medir o sucesso ou o fracasso.<\/p>\n<p><span style=\"font-weight: 400;\">Informa\u00e7\u00f5es estat\u00edsticas confi\u00e1veis diminuem o risco de compromissos de sa\u00fade. A medicina inovadora come\u00e7a e termina com a an\u00e1lise estat\u00edstica. Os dados coletados e cuidadosamente reportados em ensaios cl\u00ednicos de novos tratamentos tamb\u00e9m permitem aos prestadores de servi\u00e7os de sa\u00fade ponderar os benef\u00edcios de um determinado produto em rela\u00e7\u00e3o aos riscos envolvidos.<\/span><\/p>\n<h6><span class=\"ez-toc-section\" id=\"In_this_piece_we_will_be_exploring_how_a_freelance_medical_statistician_can_help_you_analyze_healthcare_data\"><\/span><span style=\"font-weight: 400;\">Nesta pe\u00e7a, vamos explorar como um m\u00e9dico aut\u00f4nomo pode ajud\u00e1-lo a analisar os dados de sa\u00fade.<\/span><span class=\"ez-toc-section-end\"><\/span><\/h6>\n<h2><span class=\"ez-toc-section\" id=\"1_Assisting_in_Clinical_Trials_Aimed_at_Developing_New_Treatments\"><\/span><b>1) Assist\u00eancia em Ensaios Cl\u00ednicos com o objetivo de desenvolver novos tratamentos<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Os ensaios cl\u00ednicos utilizam muito os dados estat\u00edsticos para fornecer uma contabilidade formal das fontes de variabilidade nas respostas dos pacientes a um determinado tratamento. Estes dados tamb\u00e9m ajudam os pesquisadores a extrair conclus\u00f5es precisas e razo\u00e1veis das informa\u00e7\u00f5es reunidas para tomar decis\u00f5es inteligentes em tempos de incerteza.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Al\u00e9m disso, as estat\u00edsticas permitem a coleta, a an\u00e1lise cuidadosa e a interpreta\u00e7\u00e3o dos dados para encontrar sua aplica\u00e7\u00e3o quando <\/span><a href=\"https:\/\/arkenea.com\/blog\/clinical-trial-patient-recruitment\/\"><span style=\"font-weight: 400;\">recrutamento de pacientes para ensaios cl\u00ednicos<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Um freelance <a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/medical-statistics\/\">estat\u00edstico m\u00e9dico<\/a> pode ajud\u00e1-lo com quest\u00f5es relacionadas \u00e0 sa\u00fade das pessoas - como indiv\u00edduos ou membros da popula\u00e7\u00e3o. Por exemplo, como o benef\u00edcio de um tratamento pode variar com base nas caracter\u00edsticas de um indiv\u00edduo, tais como exposi\u00e7\u00f5es ou gen\u00f3tipo? Ou em que quantidade o medicamento que est\u00e1 sendo administrado deve ser administrado para que seja eficaz?<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Every <a href=\"https:\/\/www.kolabtree.com\/blog\/pt\/ensuring-reproducibility-in-ai-driven-research-how-freelance-experts-can-help-in-biotech-and-healthcare\/\">pesquisa<\/a> question poses a unique challenge. Medical statisticians consider the nature of healthcare data available from sources such as large medical discharge records databases or genomic studies, and then provide useful insights that can accelerate the pace at which results appear for a particular clinical trial.\u00a0<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"2_Performing_Applied_Research_to_Improve_Patient_Outcomes\"><\/span><b>2) Realiza\u00e7\u00e3o de pesquisa aplicada para melhorar os resultados dos pacientes<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Os estat\u00edsticos fornecem dados emp\u00edricos para auxiliar na aloca\u00e7\u00e3o de fundos p\u00fablicos e privados e ajudar a determinar como os esfor\u00e7os de pesquisa devem ser concentrados. Ao identificar tend\u00eancias e trilhas estat\u00edsticas, os provedores de sa\u00fade podem monitorar as condi\u00e7\u00f5es locais e compar\u00e1-las com as tend\u00eancias estaduais, nacionais e internacionais.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Os dados fornecidos pelos estaticistas desempenham um papel vital no processo de<\/span><a href=\"https:\/\/healthtechadvisor.com\/how-does-population-health-analytics-improve-annual-visits\/\"><span style=\"font-weight: 400;\"> an\u00e1lise da sa\u00fade da popula\u00e7\u00e3o que pode agilizar consideravelmente as visitas anuais<\/span><\/a><span style=\"font-weight: 400;\"> e melhorar os resultados para seu estabelecimento de sa\u00fade.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Utilizando as informa\u00e7\u00f5es estat\u00edsticas coletadas por este modelo, as pr\u00e1ticas podem efetivamente agrupar pacientes com base naqueles que precisar\u00e3o de check-ups em intervalos regulares (a cada 15 dias ou mensalmente) e naqueles que podem passar sem check-ups de rotina por um per\u00edodo mais longo (digamos, 3 meses ou mais).<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Este agrupamento pode ser feito em diferentes n\u00edveis, dependendo dos diferentes fatores ou padr\u00f5es observados dentro dos dados coletados dos pacientes. Por exemplo, um paciente que fuma pode ser chamado \u00e0s instala\u00e7\u00f5es para check-ups de rotina a cada poucos meses para melhor rastrear sua sa\u00fade e mitigar o risco de c\u00e2ncer em uma fase inicial.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Por outro lado, um paciente que est\u00e1 em boa forma e cujo hist\u00f3rico familiar n\u00e3o apresenta sinais de qualquer doen\u00e7a cr\u00f4nica pode ser chamado \u00e0s instala\u00e7\u00f5es a cada tr\u00eas meses ou mais.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"3_Preparing_Academic_Material_for_Medical_Students\"><\/span><b>3) Prepara\u00e7\u00e3o de material acad\u00eamico para estudantes de medicina<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Para os estudantes de medicina que est\u00e3o sendo educados nas ci\u00eancias 'duras' da f\u00edsica e da qu\u00edmica, \u00e0s vezes pode ficar dif\u00edcil apreciar a variabilidade dos dados biol\u00f3gicos.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Se algu\u00e9m repetidamente coloca papel de tornassol azul em solu\u00e7\u00f5es \u00e1cidas, ele transforma 100% vermelho da \u00e9poca, n\u00e3o a maioria (digamos 95%) da \u00e9poca. Em contraste, se algu\u00e9m der aspirina a um grupo de pessoas com dores de cabe\u00e7a, nem todas elas sentir\u00e3o al\u00edvio. A penicilina foi talvez uma das poucas curas \"milagrosas\" onde os resultados foram t\u00e3o dram\u00e1ticos que foi necess\u00e1ria pouca avalia\u00e7\u00e3o.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A certeza absoluta em medicina \u00e9 rara.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Com tal variabilidade, segue-se que em qualquer compara\u00e7\u00e3o feita em um contexto m\u00e9dico, as diferen\u00e7as s\u00e3o quase inevit\u00e1veis. Essas diferen\u00e7as podem ser devidas a efeitos reais, varia\u00e7\u00f5es aleat\u00f3rias ou ambos. \u00c9 fun\u00e7\u00e3o do analista decidir quanta varia\u00e7\u00e3o deve ser atribu\u00edda ao acaso, para que qualquer varia\u00e7\u00e3o remanescente possa ser assumida como sendo devida a um efeito real. Esta \u00e9 a arte da estat\u00edstica.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Um estat\u00edstico freelance pode preparar material acad\u00eamico com base em informa\u00e7\u00f5es factuais para estudantes de medicina. Ele pode projetar tudo desde experimentos, estudos completos de pesquisa e ensaios cl\u00ednicos de tal forma que m\u00e9todos apropriados de an\u00e1lise e n\u00fameros suficientes de amostras sejam usados para extrair dados significativos e para economizar tanto tempo quanto custos, n\u00e3o fazendo com que os estudos sejam maiores do que o necess\u00e1rio.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">H\u00e1 in\u00fameros benef\u00edcios que v\u00eam junto com a contrata\u00e7\u00e3o de um m\u00e9dico aut\u00f4nomo, quer voc\u00ea esteja procurando contratar um para seu consult\u00f3rio independente, uma faculdade de medicina ou mesmo um hospital. Os dados fornecidos por estes estat\u00edsticos podem levar sua organiza\u00e7\u00e3o ao pr\u00f3ximo n\u00edvel e impulsionar os resultados de uma maneira econ\u00f4mica.<\/span><\/p>\n<p><strong>Precisa da ajuda de um m\u00e9dico freelancer? Consulte especialistas experientes da ind\u00fastria e cientistas qualificados para doutorado sobre Kolabtree. <a href=\"https:\/\/www.kolabtree.com\/create-project?utm_source=Blog&amp;utm_medium=Post&amp;utm_campaign=HealthcareData\">POSTAR UM PROJETO AGORA<\/a>\u00a0<\/strong><\/p>","protected":false},"excerpt":{"rendered":"<p>Three major ways healthcare organizations can benefit by working with a freelance medical statistician.\u00a0 Statistical data forms the backbone of every organization that is trying to target growth and rise above its industry counterparts today: right from business development and marketing, to education and banking, the list goes on. The healthcare sector has also benefited<\/p>\n<div class=\"read-more\"><a href=\"https:\/\/www.kolabtree.com\/blog\/pt\/how-a-freelance-medical-statistician-can-help-you-analyze-healthcare-data\/\" title=\"Leia mais\">Leia mais<\/a><\/div>","protected":false},"author":12,"featured_media":8566,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[398,403,443],"tags":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.1 (Yoast SEO v20.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How a Freelance Medical Statistician can Help Analyze Healthcare Data<\/title>\n<meta name=\"description\" content=\"Read three major ways healthcare organizations can benefit by working with a freelance medical statistician.\u00a0\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.kolabtree.com\/blog\/pt\/how-a-freelance-medical-statistician-can-help-you-analyze-healthcare-data\/\" \/>\n<meta property=\"og:locale\" content=\"pt_BR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How a Freelance Medical Statistician Can Help Analyze Healthcare Data?\" \/>\n<meta property=\"og:description\" content=\"Read three major ways healthcare organizations can benefit by working with a freelance medical statistician.\u00a0\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.kolabtree.com\/blog\/pt\/how-a-freelance-medical-statistician-can-help-you-analyze-healthcare-data\/\" \/>\n<meta property=\"og:site_name\" content=\"The Kolabtree Blog\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/kolabtree\" \/>\n<meta property=\"article:published_time\" content=\"2020-11-12T06:49:51+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2021-11-04T14:32:49+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2020\/11\/scientist-doing-research-laboratory-scaled.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1709\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Ramya Sriram\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@kolabtree\" \/>\n<meta name=\"twitter:site\" content=\"@kolabtree\" \/>\n<meta name=\"twitter:label1\" content=\"Escrito por\" \/>\n\t<meta name=\"twitter:data1\" content=\"Ramya Sriram\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. tempo de leitura\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutos\" \/>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"How a Freelance Medical Statistician can Help Analyze Healthcare Data","description":"Read three major ways healthcare organizations can benefit by working with a freelance medical statistician.\u00a0","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.kolabtree.com\/blog\/pt\/how-a-freelance-medical-statistician-can-help-you-analyze-healthcare-data\/","og_locale":"pt_BR","og_type":"article","og_title":"How a Freelance Medical Statistician Can Help Analyze Healthcare Data?","og_description":"Read three major ways healthcare organizations can benefit by working with a freelance medical statistician.\u00a0","og_url":"https:\/\/www.kolabtree.com\/blog\/pt\/how-a-freelance-medical-statistician-can-help-you-analyze-healthcare-data\/","og_site_name":"The Kolabtree Blog","article_publisher":"https:\/\/www.facebook.com\/kolabtree","article_published_time":"2020-11-12T06:49:51+00:00","article_modified_time":"2021-11-04T14:32:49+00:00","og_image":[{"width":2560,"height":1709,"url":"https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2020\/11\/scientist-doing-research-laboratory-scaled.jpg","type":"image\/jpeg"}],"author":"Ramya Sriram","twitter_card":"summary_large_image","twitter_creator":"@kolabtree","twitter_site":"@kolabtree","twitter_misc":{"Escrito por":"Ramya Sriram","Est. tempo de leitura":"4 minutos"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.kolabtree.com\/blog\/it\/how-a-freelance-medical-statistician-can-help-you-analyze-healthcare-data\/#article","isPartOf":{"@id":"https:\/\/www.kolabtree.com\/blog\/it\/how-a-freelance-medical-statistician-can-help-you-analyze-healthcare-data\/"},"author":{"name":"Ramya Sriram","@id":"https:\/\/www.kolabtree.com\/blog\/#\/schema\/person\/81992f5863a1b06d132a47822e7b4400"},"headline":"How a Freelance Medical Statistician Can Help Analyze Healthcare Data?","datePublished":"2020-11-12T06:49:51+00:00","dateModified":"2021-11-04T14:32:49+00:00","mainEntityOfPage":{"@id":"https:\/\/www.kolabtree.com\/blog\/it\/how-a-freelance-medical-statistician-can-help-you-analyze-healthcare-data\/"},"wordCount":853,"commentCount":0,"publisher":{"@id":"https:\/\/www.kolabtree.com\/blog\/#organization"},"articleSection":["Data Science","Future of work","Healthcare"],"inLanguage":"pt-BR","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.kolabtree.com\/blog\/it\/how-a-freelance-medical-statistician-can-help-you-analyze-healthcare-data\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/www.kolabtree.com\/blog\/it\/how-a-freelance-medical-statistician-can-help-you-analyze-healthcare-data\/","url":"https:\/\/www.kolabtree.com\/blog\/it\/how-a-freelance-medical-statistician-can-help-you-analyze-healthcare-data\/","name":"How a Freelance Medical Statistician can Help Analyze Healthcare Data","isPartOf":{"@id":"https:\/\/www.kolabtree.com\/blog\/#website"},"datePublished":"2020-11-12T06:49:51+00:00","dateModified":"2021-11-04T14:32:49+00:00","description":"Read three major ways healthcare organizations can benefit by working with a freelance medical statistician.\u00a0","breadcrumb":{"@id":"https:\/\/www.kolabtree.com\/blog\/it\/how-a-freelance-medical-statistician-can-help-you-analyze-healthcare-data\/#breadcrumb"},"inLanguage":"pt-BR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.kolabtree.com\/blog\/it\/how-a-freelance-medical-statistician-can-help-you-analyze-healthcare-data\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.kolabtree.com\/blog\/it\/how-a-freelance-medical-statistician-can-help-you-analyze-healthcare-data\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.kolabtree.com\/blog\/"},{"@type":"ListItem","position":2,"name":"How a Freelance Medical Statistician Can Help Analyze Healthcare Data?"}]},{"@type":"WebSite","@id":"https:\/\/www.kolabtree.com\/blog\/#website","url":"https:\/\/www.kolabtree.com\/blog\/","name":"The Kolabtree Blog","description":"Expert Views on Science, Innovation and Product Development","publisher":{"@id":"https:\/\/www.kolabtree.com\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.kolabtree.com\/blog\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"pt-BR"},{"@type":"Organization","@id":"https:\/\/www.kolabtree.com\/blog\/#organization","name":"Kolabtree","url":"https:\/\/www.kolabtree.com\/blog\/","logo":{"@type":"ImageObject","inLanguage":"pt-BR","@id":"https:\/\/www.kolabtree.com\/blog\/#\/schema\/logo\/image\/","url":"","contentUrl":"","caption":"Kolabtree"},"image":{"@id":"https:\/\/www.kolabtree.com\/blog\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/kolabtree","https:\/\/twitter.com\/kolabtree","https:\/\/instagram.com\/kolabtree","https:\/\/www.linkedin.com\/company\/kolabtree","https:\/\/en.m.wikipedia.org\/wiki\/Kolabtree"]},{"@type":"Person","@id":"https:\/\/www.kolabtree.com\/blog\/#\/schema\/person\/81992f5863a1b06d132a47822e7b4400","name":"Ramya Sriram","image":{"@type":"ImageObject","inLanguage":"pt-BR","@id":"https:\/\/www.kolabtree.com\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/8100b45c960ebbbbe420e8b3f250515f?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/8100b45c960ebbbbe420e8b3f250515f?s=96&d=mm&r=g","caption":"Ramya Sriram"},"description":"Ramya Sriram manages digital content and communications at Kolabtree (kolabtree.com), the world's largest freelancing platform for scientists. She has over a decade of experience in publishing, advertising and digital content creation.","url":"https:\/\/www.kolabtree.com\/blog\/pt\/author\/ramyas\/"}]}},"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/www.kolabtree.com\/blog\/pt\/wp-json\/wp\/v2\/posts\/8480"}],"collection":[{"href":"https:\/\/www.kolabtree.com\/blog\/pt\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kolabtree.com\/blog\/pt\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kolabtree.com\/blog\/pt\/wp-json\/wp\/v2\/users\/12"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kolabtree.com\/blog\/pt\/wp-json\/wp\/v2\/comments?post=8480"}],"version-history":[{"count":8,"href":"https:\/\/www.kolabtree.com\/blog\/pt\/wp-json\/wp\/v2\/posts\/8480\/revisions"}],"predecessor-version":[{"id":9684,"href":"https:\/\/www.kolabtree.com\/blog\/pt\/wp-json\/wp\/v2\/posts\/8480\/revisions\/9684"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kolabtree.com\/blog\/pt\/wp-json\/wp\/v2\/media\/8566"}],"wp:attachment":[{"href":"https:\/\/www.kolabtree.com\/blog\/pt\/wp-json\/wp\/v2\/media?parent=8480"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kolabtree.com\/blog\/pt\/wp-json\/wp\/v2\/categories?post=8480"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kolabtree.com\/blog\/pt\/wp-json\/wp\/v2\/tags?post=8480"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}