{"id":2954,"date":"2018-02-20T09:48:22","date_gmt":"2018-02-20T09:48:22","guid":{"rendered":"https:\/\/blog.kolabtree.com\/?p=2954"},"modified":"2018-09-06T09:49:40","modified_gmt":"2018-09-06T09:49:40","slug":"the-future-of-artificial-intelligence-in-healthcare","status":"publish","type":"post","link":"https:\/\/www.kolabtree.com\/blog\/pt\/the-future-of-artificial-intelligence-in-healthcare\/","title":{"rendered":"O Futuro da Intelig\u00eancia Artificial na \u00c1rea da 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-69f2b97325e7e\" 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-69f2b97325e7e\"><\/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\/the-future-of-artificial-intelligence-in-healthcare\/#Predictive_Analytics_and_Medical_Record_Mining\" title=\"An\u00e1lise Preditiva e Minera\u00e7\u00e3o de Registros M\u00e9dicos\">An\u00e1lise Preditiva e Minera\u00e7\u00e3o de Registros M\u00e9dicos<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.kolabtree.com\/blog\/pt\/the-future-of-artificial-intelligence-in-healthcare\/#Personalized_Treatment_Plans\" title=\"Planos de tratamento personalizados\">Planos de tratamento personalizados<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.kolabtree.com\/blog\/pt\/the-future-of-artificial-intelligence-in-healthcare\/#Precision_Medicine_and_Genetics\" title=\"Medicina de Precis\u00e3o e Gen\u00e9tica\">Medicina de Precis\u00e3o e Gen\u00e9tica<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.kolabtree.com\/blog\/pt\/the-future-of-artificial-intelligence-in-healthcare\/#Artificial_Intelligence_in_Healthcare_More_Than_Meets_the_Eye\" title=\"Intelig\u00eancia Artificial na \u00e1rea da Sa\u00fade: Mais do que se encontra nos olhos\">Intelig\u00eancia Artificial na \u00e1rea da Sa\u00fade: Mais do que se encontra nos olhos<\/a><\/li><\/ul><\/nav><\/div>\n<p>A tecnologia moderna est\u00e1 perturbando quase todas as ind\u00fastrias e depois algumas. Basta considerar o gosto pela automa\u00e7\u00e3o, IA, aprendizagem de m\u00e1quinas, grandes dados, an\u00e1lise preditiva e rob\u00f3tica. <a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/artificial-intelligence?utm_source=Blog_FutureAIHealthcare\">Intelig\u00eancia Artificial<\/a>em particular,\u00a0<span style=\"font-size: 14px;\">est\u00e1 pronto para mudar o mundo tal como o conhecemos. Imagine rob\u00f4s falantes que podem dizer, fazer, entender e ouvir. Casas inteligentes,<a href=\"https:\/\/blog.kolabtree.com\/wearable-technology-changing-the-face-of-healthcare\/\"> wearables<\/a>, predictive convenience technologies will know when we want our lights on, what shows we want to watch, our fitness levels, and so much more. Applying <a href=\"https:\/\/www.kolabtree.com\/blog\/pt\/ensuring-reproducibility-in-ai-driven-research-how-freelance-experts-can-help-in-biotech-and-healthcare\/\">Intelig\u00eancia Artificial<\/a> in healthcare is currently taking the industry to new heights, and holds the promise of a better, healthier future.\u00a0<\/span><\/p>\n<p><a href=\"https:\/\/www.leadingauthorities.com\/blog\/speakers-on-2018s-big-topics\">Dr. Daniel Kraft<\/a>A Oncologista, empres\u00e1rio e especialista em sa\u00fade, nascido em Harvard, acredita que a intelig\u00eancia artificial na \u00e1rea da sa\u00fade vai mudar radicalmente a presta\u00e7\u00e3o e a pesquisa na \u00e1rea da sa\u00fade. Tanto \u00e9 assim que podemos realmente vir a ver os m\u00e9dicos alimentados pela IA como a norma. Doutor C-3PO, algu\u00e9m?<\/p>\n<p>Enquanto discutia o aprendizado de m\u00e1quinas, IA, grandes dados e a Internet das coisas, ele tinha isto a dizer:<\/p>\n<blockquote><p>\"Este conjunto de tecnologias, especialmente quando entrela\u00e7adas, oferece uma oportunidade real de remodelar e reinventar a sa\u00fade em todo o planeta\".<\/p><\/blockquote>\n<p>De que est\u00e1 falando a \"remodela\u00e7\u00e3o\" do Dr. Kraft? Qual \u00e9 o futuro da intelig\u00eancia artificial na sa\u00fade e na medicina?<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Predictive_Analytics_and_Medical_Record_Mining\"><\/span><strong>An\u00e1lise Preditiva e Minera\u00e7\u00e3o de Registros M\u00e9dicos<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>O gerenciamento de dados \u00e9 uma enorme preocupa\u00e7\u00e3o na \u00e1rea da sa\u00fade - especialmente o manuseio de registros e informa\u00e7\u00f5es de pacientes. Os profissionais m\u00e9dicos e os m\u00e9dicos s\u00e3o, afinal, humanos, e cometem erros como o resto de n\u00f3s. Se e quando eles falham algo importante - <a href=\"https:\/\/www.washingtonpost.com\/national\/health-science\/doctors-are-overloaded-with-electronic-alerts-and-thats-bad-for-patients\/2016\/06\/10\/0cae6b4a-20fa-11e6-9e7f-57890b612299_story.html?utm_term=.d0fae977d259\">e isso acontece \u00e0s vezes<\/a> - pode se revelar perigoso para seus pacientes. No entanto, tal coisa pode ser facilmente remediada com uma ferramenta de gerenciamento de dados sempre ativa e sempre conectada, alimentada por IA.<\/p>\n<p><a href=\"https:\/\/deepmind.com\/health\/research\">Google DeepMind Health<\/a>Por exemplo, j\u00e1 est\u00e1 sendo usado para vasculhar e minerar o vasto acervo de registros m\u00e9dicos dispon\u00edveis. O objetivo \u00e9 fornecer servi\u00e7os de sa\u00fade melhores, mais r\u00e1pidos e mais precisos. Enquanto este projeto em particular est\u00e1 em seus prim\u00f3rdios, n\u00e3o h\u00e1 raz\u00e3o para que ele n\u00e3o possa contribuir para algumas melhorias incr\u00edveis. O Moorfields Eye Hospital NHS Foundation Trust j\u00e1 est\u00e1 fazendo uso da plataforma para auxiliar na melhoria dos tratamentos oftalmol\u00f3gicos.<\/p>\n<p>Isto mostra qu\u00e3o \u00fatil uma ferramenta automatizada ou baseada em IA pode ser quando se faz a varredura e an\u00e1lise de registros m\u00e9dicos. N\u00e3o \u00e9 dif\u00edcil acreditar que plataformas como o DeepMind Health do Google estar\u00e3o em breve salvando vidas no normal.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Personalized_Treatment_Plans\"><\/span><strong>Planos de tratamento personalizados<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Quando um paciente tem um problema importante, os m\u00e9dicos elaboram um plano de tratamento estruturado. Quando diagnosticado com c\u00e2ncer, por exemplo, voc\u00ea estabelece uma base para tratamentos no decorrer de alguns meses a um ano. No final do plano, voc\u00ea e seu m\u00e9dico se sentam, avaliam o estado atual de seu corpo e de sua enfermidade e elaboram um novo plano. \u00c9 uma esp\u00e9cie de processo de repeti\u00e7\u00e3o de enx\u00e1g\u00fce, mas isto n\u00e3o \u00e9 diferente de qualquer outra enfermidade, doen\u00e7a ou problema de sa\u00fade. Em alguns casos, seu m\u00e9dico simplesmente discernir\u00e1 um plano para voc\u00ea e o entregar\u00e1.<\/p>\n<p><a href=\"https:\/\/www.ibm.com\/watson\/health\/oncology-and-genomics\/oncology\/\">Sistemas como o IBM's Watson<\/a>No entanto, \u00e9 poss\u00edvel aproveitar para criar e entregar planos de sa\u00fade e tratamento melhores e mais personalizados. A Watson tem uma fun\u00e7\u00e3o tem\u00e1tica oncol\u00f3gica que fornece aos m\u00e9dicos op\u00e7\u00f5es de tratamento comprovadas para os pacientes.<\/p>\n<p>O resultado \u00e9 um plano de tratamento mais preciso e melhor direcionado que fatores na hist\u00f3ria m\u00e9dica de um paciente, na experi\u00eancia cl\u00ednica, na pesquisa e desenvolvimento externos e nos dados mais avan\u00e7ados. Isto torna poss\u00edvel que um sistema de IA apresente um plano inovador e pr\u00e1tico que nenhum m\u00e9dico, na \u00e9poca, conhece.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Precision_Medicine_and_Genetics\"><\/span><strong>Medicina de Precis\u00e3o e Gen\u00e9tica<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><a href=\"https:\/\/www.deepgenomics.com\/\">A Deep Genomics \u00e9 uma empresa de medicina de \"pr\u00f3xima fronteira\".<\/a> que utiliza terapias gen\u00e9ticas para melhorar a vida de seus pacientes. A IA e as ferramentas de automa\u00e7\u00e3o analisam grandes estoques de dados que cont\u00eam registros m\u00e9dicos e informa\u00e7\u00f5es gen\u00e9ticas para identificar padr\u00f5es que podem ser usados para melhorar o tratamento. As ferramentas tamb\u00e9m buscam tend\u00eancias relativas a muta\u00e7\u00f5es e liga\u00e7\u00f5es com doen\u00e7as que mesmo o olho treinado e experiente pode ter dificuldade de detectar.<\/p>\n<p>O resultado \u00e9 um sistema computacional que trabalha ao lado dos profissionais de sa\u00fade e lhes fornece informa\u00e7\u00f5es mais detalhadas. Os m\u00e9dicos saber\u00e3o, por exemplo, o que aconteceu dentro de uma c\u00e9lula e quando e por que o DNA foi alterado por varia\u00e7\u00f5es gen\u00e9ticas, tanto naturais quanto terap\u00eauticas.<\/p>\n<p>Intelig\u00eancia Artificial tamb\u00e9m pode ser usada <a href=\"https:\/\/www.humanlongevity.com\/\">para o seq\u00fcenciamento completo do genoma<\/a> para realizar exames de sa\u00fade de corpo inteiro com meios para detectar c\u00e2ncer e outras enfermidades durante um exame m\u00e9dico.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Artificial_Intelligence_in_Healthcare_More_Than_Meets_the_Eye\"><\/span><strong>Intelig\u00eancia Artificial na \u00e1rea da Sa\u00fade: Mais do que se encontra nos olhos<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Naturalmente, estas s\u00e3o apenas algumas aplica\u00e7\u00f5es da intelig\u00eancia artificial na \u00e1rea da sa\u00fade. Outras \u00e1reas relacionadas <a href=\"http:\/\/medicalfuturist.com\/artificial-intelligence-will-redesign-healthcare\/\">onde a IA poderia e ter\u00e1 um impacto<\/a> incluem produtos farmac\u00eauticos e a cria\u00e7\u00e3o de novos medicamentos, assist\u00eancia m\u00e9dica remota, gerenciamento de medicamentos, seguros, relat\u00f3rios de sa\u00fade e muito mais.<\/p>\n<p>Mas e o Doutor Android que n\u00f3s sugerimos? Haver\u00e1 realmente um dia um Dr. C-3PO? Porque isso \u00e9 igual, espantoso e assustador.<\/p>\n<p>Em resumo, a resposta \u00e9 \"n\u00e3o\" - provavelmente n\u00e3o haver\u00e1 um andr\u00f3ide realista, semelhante ao humano, que possa lidar com tarefas de sa\u00fade a qualquer momento. Mas voc\u00ea notar\u00e1 atrav\u00e9s da maioria das tecnologias aqui discutidas que elas estar\u00e3o trabalhando diretamente com registros m\u00e9dicos reais, pacientes e em ambientes de sa\u00fade. Isso significa, por falta de uma frase melhor, que a intelig\u00eancia artificial <a href=\"https:\/\/futurism.com\/ai-medicine-doctor\/\">ser\u00e1 usado para salvar vidas<\/a> num futuro pr\u00f3ximo.<\/p>\n<p>O sistema de sa\u00fade ser\u00e1 em grande parte impulsionado por grandes dados, an\u00e1lises preditivas e sistemas inteligentes como o Watson da IBM e o DeepMind do Google para fornecer planos de sa\u00fade pungentes e precisos e op\u00e7\u00f5es de tratamento. Todos n\u00f3s devemos estar entusiasmados porque isso significa para n\u00f3s uma sa\u00fade melhor, eficaz e personalizada.<\/p>\n<p>&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;<br \/>\nProcurando consultar um especialista em intelig\u00eancia artificial ou um especialista em sa\u00fade? Kolabtree tem mais de 5.000 cientistas aut\u00f4nomos do MIT, Universidade de Cambridge, Universidade de Harvard e muito mais. Publique seu projeto gratuitamente e contrate aqui um cientista freelancer adequado.<\/p>","protected":false},"excerpt":{"rendered":"<p>Modern technology is disrupting nearly every industry and then some. Just consider the likes of automation, AI, machine learning, big data, predictive analytics and robotics. Artificial Intelligence, in particular,\u00a0is poised to change the world as we know it. Imagine talking robots that can say, do, understand and listen. Smart homes, wearables, predictive convenience technologies will<\/p>\n<div class=\"read-more\"><a href=\"https:\/\/www.kolabtree.com\/blog\/pt\/the-future-of-artificial-intelligence-in-healthcare\/\" title=\"Leia mais\">Leia mais<\/a><\/div>","protected":false},"author":42,"featured_media":2969,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[434,443],"tags":[366,367,336],"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>The Future of Artificial Intelligence in Healthcare - Kolabtree Blog<\/title>\n<meta name=\"description\" content=\"The applications of Artificial Intelligence in Healthcare will help to predict diseases faster and accurately, deliver personalized treatments, and more.\" \/>\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\/zh\/\u4eba\u5de5\u667a\u80fd\u5728\u536b\u751f\u4fdd\u5065\u9886\u57df\u7684\u524d\u666f\/\" \/>\n<meta property=\"og:locale\" content=\"pt_BR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The Future of Artificial Intelligence in Healthcare\" \/>\n<meta property=\"og:description\" content=\"The applications of Artificial Intelligence in Healthcare will help to predict diseases faster and accurately, deliver personalized treatments, and more.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.kolabtree.com\/blog\/pt\/zh\/\u4eba\u5de5\u667a\u80fd\u5728\u536b\u751f\u4fdd\u5065\u9886\u57df\u7684\u524d\u666f\/\" \/>\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=\"2018-02-20T09:48:22+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2018-09-06T09:49:40+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2018\/02\/teens-robot-future-science-39349-1.jpeg\" \/>\n\t<meta property=\"og:image:width\" content=\"1280\" \/>\n\t<meta property=\"og:image:height\" content=\"853\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Nathan Sykes\" \/>\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=\"Nathan Sykes\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. tempo de leitura\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutos\" \/>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"The Future of Artificial Intelligence in Healthcare - 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