{"id":389,"date":"2024-09-30T21:12:50","date_gmt":"2024-09-30T21:12:50","guid":{"rendered":"https:\/\/site.sauter.digital\/?p=389"},"modified":"2024-09-30T21:21:26","modified_gmt":"2024-09-30T21:21:26","slug":"oncoclinicas-revoluciona-a-criacao-de-prontuarios-medicos-com-speech-to-text-e-ia-generativa","status":"publish","type":"post","link":"https:\/\/site.sauter.digital\/?p=389","title":{"rendered":"Oncocl\u00ednicas Revoluciona a Cria\u00e7\u00e3o de Prontu\u00e1rios M\u00e9dicos com Speech-to-Text e IA Generativa"},"content":{"rendered":"\n<h1 class=\"wp-block-heading\">Desafio<\/h1>\n\n\n\n<p>A Oncocl\u00ednicas, uma das maiores redes de oncologia do Brasil, enfrentava desafios na cria\u00e7\u00e3o e manuten\u00e7\u00e3o de prontu\u00e1rios m\u00e9dicos, um processo manual que demandava tempo e recursos significativos. A necessidade era automatizar esse fluxo, garantindo precis\u00e3o no registro das informa\u00e7\u00f5es m\u00e9dicas e efici\u00eancia no uso do tempo dos profissionais de sa\u00fade.<br><br><\/p>\n\n\n\n<h1 class=\"wp-block-heading\">Solu\u00e7\u00e3o<\/h1>\n\n\n\n<p>Em parceria com a Sauter, a Oncocl\u00ednicas implementou um projeto inovador que combinou o uso da API Speech-to-Text do Google Cloud Platform (GCP) com a IA Generativa Gemini 1.0 Pro. O objetivo era transcrever automaticamente os \u00e1udios das consultas m\u00e9dicas e gerar resumos estruturados para os prontu\u00e1rios. Para isso, foram enfrentados desafios como a qualidade do \u00e1udio e a distin\u00e7\u00e3o entre diferentes falantes, como m\u00e9dicos e pacientes.<\/p>\n\n\n\n<p>A solu\u00e7\u00e3o entregue incluiu:<\/p>\n\n\n\n<p><strong>Armazenamento no BigQuery<\/strong>: Os dados transcritos e resumidos foram armazenados no BigQuery, permitindo an\u00e1lise hist\u00f3rica e f\u00e1cil acesso aos registros m\u00e9dicos.<\/p>\n\n\n\n<p><strong>Automa\u00e7\u00e3o de prontu\u00e1rios<\/strong>: A transcri\u00e7\u00e3o autom\u00e1tica de \u00e1udios foi integrada ao sistema de prontu\u00e1rios m\u00e9dicos, permitindo a cria\u00e7\u00e3o e atualiza\u00e7\u00e3o dos registros com precis\u00e3o.<\/p>\n\n\n\n<p><strong>Otimiza\u00e7\u00e3o de \u00e1udio<\/strong>: A convers\u00e3o de diferentes formatos de \u00e1udio para WAV foi realizada para garantir melhor performance nas transcri\u00e7\u00f5es.<\/p>\n\n\n\n<p><strong>Integra\u00e7\u00e3o de APIs<\/strong>: A API Speech-to-Text foi combinada com o modelo Gemini 1.0 Pro, que resumiu as consultas e estruturou o hist\u00f3rico dos pacientes.<\/p>\n\n\n\n<p><br><\/p>\n\n\n\n<h1 class=\"wp-block-heading\">Inova\u00e7\u00f5es<\/h1>\n\n\n\n<p>Esse projeto trouxe inova\u00e7\u00f5es fundamentais para o setor de sa\u00fade:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong><b>Uso de Gen AI nas consultas<\/b><\/strong>: O modelo Gemini 1.0 Pro foi aplicado para resumir de forma inteligente as consultas e organizar o hist\u00f3rico do paciente de maneira estruturada.<\/li>\n\n\n\n<li><strong><b>Transcri\u00e7\u00e3o de alta qualidade<\/b><\/strong>: A API Speech-to-Text foi aprimorada para lidar com \u00e1udios ruidosos e garantir a precis\u00e3o das transcri\u00e7\u00f5es, mesmo em ambientes n\u00e3o ideais.<\/li>\n\n\n\n<li><strong><b>Efici\u00eancia na sa\u00fade<\/b><\/strong>: A solu\u00e7\u00e3o automatizou tarefas administrativas, reduzindo significativamente o tempo dedicado \u00e0 cria\u00e7\u00e3o de prontu\u00e1rios e permitindo que m\u00e9dicos focassem mais no atendimento ao paciente.<br><\/b><\/b><\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">Resultados Impactantes<\/h1>\n\n\n\n<p>A implementa\u00e7\u00e3o da solu\u00e7\u00e3o trouxe benef\u00edcios not\u00e1veis para a Oncocl\u00ednicas:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong><b>Automa\u00e7\u00e3o de prontu\u00e1rios m\u00e9dicos<\/b><\/strong>: O processo de cria\u00e7\u00e3o e manuten\u00e7\u00e3o dos prontu\u00e1rios foi totalmente automatizado, aumentando a precis\u00e3o e efici\u00eancia no registro das informa\u00e7\u00f5es.<\/li>\n\n\n\n<li><strong><b>Redu\u00e7\u00e3o de tempo e esfor\u00e7o<\/b><\/strong>: A equipe m\u00e9dica p\u00f4de gastar menos tempo em tarefas administrativas, resultando em maior aten\u00e7\u00e3o ao atendimento dos pacientes.<\/li>\n\n\n\n<li><strong><b>Escalabilidade<\/b><\/strong>: A solu\u00e7\u00e3o se provou eficaz em larga escala, podendo ser replicada em outras unidades e contextos dentro da rede de sa\u00fade.<\/li>\n<\/ul>\n\n\n\n<p><br><\/p>\n\n\n\n<h1 class=\"wp-block-heading\">Conclus\u00e3o<\/h1>\n\n\n\n<p>A parceria entre Oncocl\u00ednicas e Sauter exemplifica como a combina\u00e7\u00e3o de IA Generativa e tecnologias avan\u00e7adas de transcri\u00e7\u00e3o pode transformar o setor de sa\u00fade. A automa\u00e7\u00e3o dos prontu\u00e1rios m\u00e9dicos trouxe ganhos expressivos de tempo, efici\u00eancia e qualidade no cuidado com o paciente, posicionando a Oncocl\u00ednicas como pioneira no uso dessas tecnologias inovadoras.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Desafio A Oncocl\u00ednicas, uma das maiores redes de oncologia do Brasil, enfrentava desafios na cria\u00e7\u00e3o e manuten\u00e7\u00e3o de prontu\u00e1rios m\u00e9dicos, um processo manual que demandava tempo e recursos significativos. A necessidade era automatizar esse fluxo, garantindo precis\u00e3o no registro das informa\u00e7\u00f5es m\u00e9dicas e efici\u00eancia no uso do tempo dos profissionais de sa\u00fade. Solu\u00e7\u00e3o Em parceria [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":405,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[],"class_list":["post-389","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-cases"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Oncocl\u00ednicas Revoluciona a Cria\u00e7\u00e3o de Prontu\u00e1rios M\u00e9dicos com Speech-to-Text e IA Generativa - Site Headless<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/site.sauter.digital\/?p=389\" \/>\n<meta property=\"og:locale\" content=\"pt_BR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Oncocl\u00ednicas Revoluciona a Cria\u00e7\u00e3o de Prontu\u00e1rios M\u00e9dicos com Speech-to-Text e IA Generativa - Site Headless\" \/>\n<meta property=\"og:description\" content=\"Desafio A Oncocl\u00ednicas, uma das maiores redes de oncologia do Brasil, enfrentava desafios na cria\u00e7\u00e3o e manuten\u00e7\u00e3o de prontu\u00e1rios m\u00e9dicos, um processo manual que demandava tempo e recursos significativos. 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