{"id":115,"date":"2025-09-20T18:48:24","date_gmt":"2025-09-20T21:48:24","guid":{"rendered":"https:\/\/spira.ime.usp.br\/?p=115"},"modified":"2025-10-01T13:51:27","modified_gmt":"2025-10-01T16:51:27","slug":"de-estudo-sobre-covid-19-ao-spira-bm-pesquisa-com-audio-abre-novas-frentes-na-saude-respiratoria","status":"publish","type":"post","link":"https:\/\/spira.ime.usp.br\/en\/2025\/09\/20\/de-estudo-sobre-covid-19-ao-spira-bm-pesquisa-com-audio-abre-novas-frentes-na-saude-respiratoria\/","title":{"rendered":"De estudo sobre COVID-19 ao SPIRA-BM: pesquisa com \u00e1udio abre novas frentes na sa\u00fade respirat\u00f3ria"},"content":{"rendered":"<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Entre 2020 e 2022, um projeto pioneiro investigou como a an\u00e1lise de fala poderia identificar precocemente insufici\u00eancia respirat\u00f3ria em pacientes com COVID-19. Esse trabalho mostrou a viabilidade de usar intelig\u00eancia artificial e aprendizado de m\u00e1quina para detectar altera\u00e7\u00f5es ligadas \u00e0 satura\u00e7\u00e3o de oxig\u00eanio e \u00e0 frequ\u00eancia respirat\u00f3ria a partir de grava\u00e7\u00f5es de \u00e1udio feitas em dispositivos m\u00f3veis.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Os resultados desse trabalho motivado pela pandemia serviram de base para o <strong>Projeto Tem\u00e1tico SPIRA-BM<\/strong>, que hoje amplia o escopo da pesquisa. O novo projeto busca desenvolver biomarcadores de \u00e1udio n\u00e3o apenas para insufici\u00eancia respirat\u00f3ria, mas tamb\u00e9m para condi\u00e7\u00f5es como os efeitos do tabagismo e a asma grave. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A iniciativa combina engenharia de software, an\u00e1lise ac\u00fastica e valida\u00e7\u00e3o cl\u00ednica, com o objetivo de criar ferramentas pr\u00e1ticas, baratas e aplic\u00e1veis \u00e0 realidade da popula\u00e7\u00e3o brasileira.<\/p>","protected":false},"excerpt":{"rendered":"<p>Entre 2020 e 2022, um projeto pioneiro investigou como a an\u00e1lise de fala poderia identificar precocemente insufici\u00eancia respirat\u00f3ria<\/p>","protected":false},"author":1,"featured_media":116,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[31],"tags":[],"post_badge":[],"class_list":["post-115","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-noticia"],"featured_image_urls":{"full":["https:\/\/spira.ime.usp.br\/wp-content\/uploads\/2025\/09\/Gemini_Generated_Image_g6f7vkg6f7vkg6f7-2.png",800,400,false],"thumbnail":["https:\/\/spira.ime.usp.br\/wp-content\/uploads\/2025\/09\/Gemini_Generated_Image_g6f7vkg6f7vkg6f7-2-150x150.png",150,150,true],"medium":["https:\/\/spira.ime.usp.br\/wp-content\/uploads\/2025\/09\/Gemini_Generated_Image_g6f7vkg6f7vkg6f7-2-300x150.png",300,150,true],"medium_large":["https:\/\/spira.ime.usp.br\/wp-content\/uploads\/2025\/09\/Gemini_Generated_Image_g6f7vkg6f7vkg6f7-2-768x384.png",640,320,true],"large":["https:\/\/spira.ime.usp.br\/wp-content\/uploads\/2025\/09\/Gemini_Generated_Image_g6f7vkg6f7vkg6f7-2.png",640,320,false],"1536x1536":["https:\/\/spira.ime.usp.br\/wp-content\/uploads\/2025\/09\/Gemini_Generated_Image_g6f7vkg6f7vkg6f7-2.png",800,400,false],"2048x2048":["https:\/\/spira.ime.usp.br\/wp-content\/uploads\/2025\/09\/Gemini_Generated_Image_g6f7vkg6f7vkg6f7-2.png",800,400,false],"trp-custom-language-flag":["https:\/\/spira.ime.usp.br\/wp-content\/uploads\/2025\/09\/Gemini_Generated_Image_g6f7vkg6f7vkg6f7-2.png",18,9,false],"morenews-featured":["https:\/\/spira.ime.usp.br\/wp-content\/uploads\/2025\/09\/Gemini_Generated_Image_g6f7vkg6f7vkg6f7-2.png",800,400,false],"morenews-large":["https:\/\/spira.ime.usp.br\/wp-content\/uploads\/2025\/09\/Gemini_Generated_Image_g6f7vkg6f7vkg6f7-2.png",800,400,false],"morenews-medium":["https:\/\/spira.ime.usp.br\/wp-content\/uploads\/2025\/09\/Gemini_Generated_Image_g6f7vkg6f7vkg6f7-2.png",590,295,false]},"author_info":{"info":["spira.bm"]},"category_info":"<a href=\"https:\/\/spira.ime.usp.br\/en\/category\/noticia\/\" rel=\"category tag\">Not\u00edcia<\/a>","tag_info":"Not\u00edcia","comment_count":"0","_links":{"self":[{"href":"https:\/\/spira.ime.usp.br\/en\/wp-json\/wp\/v2\/posts\/115","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/spira.ime.usp.br\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/spira.ime.usp.br\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/spira.ime.usp.br\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/spira.ime.usp.br\/en\/wp-json\/wp\/v2\/comments?post=115"}],"version-history":[{"count":3,"href":"https:\/\/spira.ime.usp.br\/en\/wp-json\/wp\/v2\/posts\/115\/revisions"}],"predecessor-version":[{"id":575,"href":"https:\/\/spira.ime.usp.br\/en\/wp-json\/wp\/v2\/posts\/115\/revisions\/575"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/spira.ime.usp.br\/en\/wp-json\/wp\/v2\/media\/116"}],"wp:attachment":[{"href":"https:\/\/spira.ime.usp.br\/en\/wp-json\/wp\/v2\/media?parent=115"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/spira.ime.usp.br\/en\/wp-json\/wp\/v2\/categories?post=115"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/spira.ime.usp.br\/en\/wp-json\/wp\/v2\/tags?post=115"},{"taxonomy":"post_badge","embeddable":true,"href":"https:\/\/spira.ime.usp.br\/en\/wp-json\/wp\/v2\/post_badge?post=115"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}