{"id":1653,"date":"2021-06-30T11:38:33","date_gmt":"2021-06-30T11:38:33","guid":{"rendered":"http:\/\/softventure.pt\/?p=1653"},"modified":"2021-06-30T11:38:33","modified_gmt":"2021-06-30T11:38:33","slug":"3-aplicacoes-essenciais-de-machine-learning-na-saude","status":"publish","type":"post","link":"https:\/\/softventure.pt\/pt-pt\/2021\/06\/30\/3-aplicacoes-essenciais-de-machine-learning-na-saude\/","title":{"rendered":"3 aplica\u00e7\u00f5es essenciais de machine learning na Sa\u00fade"},"content":{"rendered":"<p>As aplica\u00e7\u00f5es crescentes de <a href=\"https:\/\/softventure.pt\/pt-pt\/servicos\/\" target=\"_blank\" rel=\"noopener noreferrer\">machine learning<\/a> na ind\u00fastria farmac\u00eautica e na medicina s\u00e3o vislumbres de um futuro potencial em que a sincronicidade de dados, an\u00e1lise e <a href=\"https:\/\/softventure.pt\/pt-pt\/\" target=\"_blank\" rel=\"noopener noreferrer\">inova\u00e7\u00e3o<\/a> s\u00e3o uma realidade di\u00e1ria.<\/p>\n<p>&nbsp;<\/p>\n<h2>Principais aplica\u00e7\u00f5es de machine learning na medicina e ind\u00fastria farmac\u00eautica<\/h2>\n<p>&nbsp;<\/p>\n<h3>1 &#8211; Identifica\u00e7\u00e3o e diagn\u00f3stico de doen\u00e7a<\/h3>\n<p>A identifica\u00e7\u00e3o e o diagn\u00f3stico de doen\u00e7as est\u00e3o na vanguarda da pesquisa de machine learning na medicina. De acordo com um relat\u00f3rio de 2015 emitido pela <a href=\"https:\/\/www.phrma.org\/\" target=\"_blank\" rel=\"noopener noreferrer\">Pharmaceutical Research and Manufacturers of America<\/a>, mais de 800 medicamentos e vacinas para tratar o cancro estavam, na altura, em teste.<\/p>\n<p>A empresa biofarmac\u00eautica sediada em Boston, Berg, est\u00e1 a <a href=\"https:\/\/softventure.pt\/pt-pt\/2021\/03\/26\/como-o-machine-learning-esta-a-ajudar-a-redefinir-os-cuidados-de-saude\/\" target=\"_blank\" rel=\"noopener noreferrer\">recorrer \u00e0 IA<\/a> para pesquisar e desenvolver diagn\u00f3sticos e tratamentos terap\u00eauticos em v\u00e1rias \u00e1reas, incluindo oncologia. Os atuais projetos de pesquisa em andamento incluem testes de dosagem para tratamento de tumores intravenosos e dete\u00e7\u00e3o e controlo do cancro da pr\u00f3stata.<\/p>\n<p>&nbsp;<\/p>\n<h3>2 &#8211; Tratamento personalizado<\/h3>\n<p>A medicina personalizada ou tratamento mais eficaz com base em dados de sa\u00fade individuais, combinados com an\u00e1lises preditivas, tamb\u00e9m \u00e9 uma \u00e1rea de pesquisa em alta e intimamente relacionada com uma melhor avalia\u00e7\u00e3o de doen\u00e7as. O dom\u00ednio \u00e9 atualmente regido pela aprendizagem supervisionada, que permite aos m\u00e9dicos selecionar entre conjuntos de diagn\u00f3sticos mais limitados, por exemplo, ou estimar o risco do paciente com base em sintomas e informa\u00e7\u00f5es gen\u00e9ticas.<\/p>\n<p>Durante a pr\u00f3xima d\u00e9cada, vai aumentar o uso de micro biossensores e dispositivos, bem como aplica\u00e7\u00f5es m\u00f3veis para sa\u00fade com recursos de medi\u00e7\u00e3o e monitoriza\u00e7\u00e3o remotos mais sofisticados, fornecer\u00e3o outro dil\u00favio de dados que poder\u00e3o ser usados \u200b\u200bpara ajudar a facilitar a efic\u00e1cia do tratamento.<\/p>\n<p>Este tipo de tratamento personalizado tem implica\u00e7\u00f5es importantes para o indiv\u00edduo em termos de otimiza\u00e7\u00e3o da sa\u00fade, mas tamb\u00e9m para a redu\u00e7\u00e3o dos custos gerais de sa\u00fade. Se mais pacientes aderirem aos medicamentos prescritos ou planos de tratamento, por exemplo, a redu\u00e7\u00e3o nos custos de sa\u00fade ir\u00e1 aumentar.<\/p>\n<p>&nbsp;<\/p>\n<h3>3 &#8211; Pesquisas de ensaios cl\u00ednicos<\/h3>\n<p>O machine learning tem v\u00e1rias <a href=\"https:\/\/softventure.pt\/pt-pt\/loja\/\" target=\"_blank\" rel=\"noopener noreferrer\">aplica\u00e7\u00f5es potenciais \u00fateis<\/a> para ajudar a moldar e direcionar a pesquisa de ensaios cl\u00ednicos. A aplica\u00e7\u00e3o de an\u00e1lises preditivas avan\u00e7adas na identifica\u00e7\u00e3o de candidatos para testes cl\u00ednicos poderia basear-se numa gama muito mais ampla de dados do que atualmente, incluindo canais digitais e visitas ao m\u00e9dico, por exemplo, bem como informa\u00e7\u00f5es gen\u00e9ticas ao pesquisar popula\u00e7\u00f5es espec\u00edficas.<\/p>\n<h3>Para saber mais sobre machine learning, consulte-nos<\/h3>\n","protected":false},"excerpt":{"rendered":"<p>As aplica\u00e7\u00f5es crescentes de machine learning na ind\u00fastria farmac\u00eautica e na medicina s\u00e3o vislumbres de um futuro potencial em que a sincronicidade de dados, an\u00e1lise e inova\u00e7\u00e3o s\u00e3o uma realidade di\u00e1ria. &nbsp; Principais aplica\u00e7\u00f5es de machine learning na medicina e ind\u00fastria farmac\u00eautica &nbsp; 1 &#8211; Identifica\u00e7\u00e3o e diagn\u00f3stico de doen\u00e7a A identifica\u00e7\u00e3o e o diagn\u00f3stico de doen\u00e7as est\u00e3o na vanguarda da pesquisa de machine learning na medicina. De acordo com&hellip;<\/p>\n","protected":false},"author":4,"featured_media":1654,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[75],"tags":[39,11,34],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v19.10 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>3 aplica\u00e7\u00f5es essenciais de machine learning na Sa\u00fade | Softventure<\/title>\n<meta name=\"description\" content=\"As aplica\u00e7\u00f5es crescentes de machine learning na ind\u00fastria farmac\u00eautica e na medicina s\u00e3o vislumbres de um futuro em que a inova\u00e7\u00e3o \u00e9 uma realidade di\u00e1ria.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/softventure.pt\/pt-pt\/2021\/06\/30\/3-aplicacoes-essenciais-de-machine-learning-na-saude\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" 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