{"id":42329,"date":"2025-10-29T08:00:00","date_gmt":"2025-10-29T08:00:00","guid":{"rendered":"https:\/\/neuronup.com\/?p=42329"},"modified":"2026-01-26T18:21:38","modified_gmt":"2026-01-26T16:21:38","slug":"rastreamento-precoce-do-parkinson-com-ia-o-sorriso-como-biomarcador-digital","status":"publish","type":"post","link":"https:\/\/neuronup.com\/br\/uncategorized\/rastreamento-precoce-do-parkinson-com-ia-o-sorriso-como-biomarcador-digital\/","title":{"rendered":"Triagem precoce da doen\u00e7a de Parkinson com IA: o sorriso como biomarcador digital"},"content":{"rendered":"\n<p class=\"has-xl-font-size\">A doutoranda Marta Arbizu G\u00f3mez explica neste artigo o recente estudo <em>\u00abDetec\u00e7\u00e3o da doen\u00e7a de Parkinson com IA por meio de v\u00eddeos de sorrisos\u00bb<\/em>, no qual \u00e9 apresentado o <strong>sorriso como biomarcador digital para o Parkinson<\/strong>. <\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Por que precisamos de m\u00e9todos de triagem acess\u00edveis para o Parkinson?<\/h2>\n\n\n\n<p>A <a href=\"https:\/\/neuronup.com\/br\/neurorreabilitacao\/doencas-neurodegenerativas\/doenca-de-parkinson\/\">doen\u00e7a de Parkinson (DP)<\/a> \u00e9 o <strong>transtorno neurodegenerativo que mais cresce em todo o mundo<\/strong>, afetando cada ano mais pessoas e causando um impacto profundo tanto nos pacientes quanto em suas fam\u00edlias e sistemas de sa\u00fade.<\/p>\n\n\n\n<p>O diagn\u00f3stico atual depende de sintomas motores como tremor e rigidez, os quais costumam manifestar-se em fases avan\u00e7adas, quando j\u00e1 existe uma perda significativa de neur\u00f4nios dopamin\u00e9rgicos. Soma-se a isso a dificuldade de acesso a neurologistas especializados, sobretudo em zonas rurais ou em pa\u00edses com poucos recursos.<\/p>\n\n\n\n<p>Dispor de uma ferramenta simples, acess\u00edvel e aplic\u00e1vel remotamente permitiria:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Detectar sinais precoces<\/strong> da doen\u00e7a e facilitar interven\u00e7\u00f5es precoces.<\/li>\n\n\n\n<li><strong>Ampliar o alcance da triagem<\/strong> em popula\u00e7\u00f5es com dif\u00edcil acesso a especialistas.<\/li>\n\n\n\n<li><strong>Reduzir custos e barreiras log\u00edsticas<\/strong>, aproveitando dispositivos cotidianos como smartphones ou webcams.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Como a pesquisa foi conduzida?<\/h2>\n\n\n\n<p>Um estudo recente publicado no NEJM AI prop\u00f5e <strong>usar intelig\u00eancia artificial (IA) para analisar v\u00eddeos de sorrisos<\/strong> e assim identificar poss\u00edveis casos de Parkinson.<\/p>\n\n\n\n<p>Os pesquisadores recrutaram 1.452 participantes de distintas partes do mundo, incluindo EUA e Bangladesh. Destes, 391 pessoas tinham doen\u00e7a de Parkinson (300 diagnosticadas clinicamente e 91 autodiagnosticadas).<\/p>\n\n\n\n<p>Cada pessoa gravou v\u00eddeos curtos executando tr\u00eas express\u00f5es faciais: sorriso, surpresa e desgosto. A partir desses v\u00eddeos foram extra\u00eddas caracter\u00edsticas faciais chave utilizando ferramentas avan\u00e7adas como OpenFace e MediaPipe. Entre as caracter\u00edsticas de interesse est\u00e3o a abertura da boca, a ativa\u00e7\u00e3o dos m\u00fasculos faciais e os movimentos das sobrancelhas.<\/p>\n\n\n\n<p>Com as informa\u00e7\u00f5es obtidas, treinaram-se modelos de aprendizado de m\u00e1quina (modelos HistGradientBoost) para distinguir entre pessoas com e sem Parkinson, concentrando-se na an\u00e1lise do sorriso.<\/p>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-group br-0111 has-primary-background-color has-background has-dark-background has-sm-padding-top has-sm-padding-left has-sm-padding-right has-xxl-margin-top\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full desktop-position-absolute desktop-bottom-0 mobile-width-50 mobile-m-inline-auto has-xl-margin-top\"><img decoding=\"async\" width=\"292\" height=\"338\" src=\"https:\/\/neuronup.com\/br\/wp-content\/uploads\/2024\/10\/certificado-de-produto.webp\" alt=\"\" class=\"wp-image-31568\" srcset=\"https:\/\/neuronup.com\/br\/wp-content\/uploads\/2024\/10\/certificado-de-produto-259x300.webp 259w, https:\/\/neuronup.com\/br\/wp-content\/uploads\/2024\/10\/certificado-de-produto.webp 292w\" sizes=\"(max-width: 292px) 100vw, 292px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading has-white-color has-text-color\"><strong>Inscreva-se<\/strong> <br>na nossa <br>Newsletter<\/h2>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button--1\" style=\"--button-outline-color:var(--color-white);--button-outline-color-hover:rgba(0,0,0,0.8);\"><a class=\"wp-block-button__link button button-outline   wp-element-button\" href=\"https:\/\/neuronup.com\/br\/newsletter\/\">Inscreva-se<\/a><\/div>\n\n<\/div>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">O que revelam os principais resultados?<\/h2>\n\n\n\n<p>Os <strong>resultados <\/strong>foram especialmente <strong>promissores <\/strong>pelos seguintes motivos:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Acur\u00e1cia geral na valida\u00e7\u00e3o interna<\/strong>: 88%.<\/li>\n\n\n\n<li><strong>Sensibilidade <\/strong>(capacidade de detectar corretamente casos com DP): 77%.<\/li>\n\n\n\n<li><strong>Especificidade <\/strong>(capacidade de descartar corretamente casos sem DP): 91%.<\/li>\n\n\n\n<li><strong>Valor preditivo negativo (VPN)<\/strong>: 93% (muito \u00fatil para descartar a doen\u00e7a).<\/li>\n<\/ul>\n\n\n\n<p>Em testes externos, realizados nos EUA e Bangladesh, a acur\u00e1cia variou entre 80% e 85%, mantendo-se competitiva com a precis\u00e3o alcan\u00e7ada por alguns especialistas.<\/p>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"wp-block-image image-interface\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"1024\" height=\"568\" src=\"https:\/\/neuronup.com\/br\/wp-content\/uploads\/2025\/07\/Grafico-1-Grafico-de-barras-comparativo-de-las-principales-metricas-diagnosticas-mostrando-el-rendimiento-del-modelo-en-validacion-interna-EE.-UU.-y-Bangladesh-1024x568.webp\" alt=\"Gr\u00e1fico de barras rosa\/laranja mostra exatid\u00e3o, AUROC, sensibilidade, especificidade e VPN entre valida\u00e7\u00e3o interna, EUA e Bangladesh no modelo de detec\u00e7\u00e3o do Parkinson pela an\u00e1lise do sorriso.\" class=\"wp-image-42330\" srcset=\"https:\/\/neuronup.com\/br\/wp-content\/uploads\/2025\/07\/Grafico-1-Grafico-de-barras-comparativo-de-las-principales-metricas-diagnosticas-mostrando-el-rendimiento-del-modelo-en-validacion-interna-EE.-UU.-y-Bangladesh-300x167.webp 300w, https:\/\/neuronup.com\/br\/wp-content\/uploads\/2025\/07\/Grafico-1-Grafico-de-barras-comparativo-de-las-principales-metricas-diagnosticas-mostrando-el-rendimiento-del-modelo-en-validacion-interna-EE.-UU.-y-Bangladesh-768x426.webp 768w, https:\/\/neuronup.com\/br\/wp-content\/uploads\/2025\/07\/Grafico-1-Grafico-de-barras-comparativo-de-las-principales-metricas-diagnosticas-mostrando-el-rendimiento-del-modelo-en-validacion-interna-EE.-UU.-y-Bangladesh-1024x568.webp 1024w, https:\/\/neuronup.com\/br\/wp-content\/uploads\/2025\/07\/Grafico-1-Grafico-de-barras-comparativo-de-las-principales-metricas-diagnosticas-mostrando-el-rendimiento-del-modelo-en-validacion-interna-EE.-UU.-y-Bangladesh.webp 1216w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Gr\u00e1fico 1. Gr\u00e1fico de barras comparativo das principais m\u00e9tricas diagn\u00f3sticas, mostrando o desempenho do modelo na valida\u00e7\u00e3o interna, EUA e Bangladesh.<\/figcaption><\/figure>\n<\/div>\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Um dado interessante \u00e9 que <strong>o sorriso mostrou-se a express\u00e3o mais discriminativa<\/strong>, acima da surpresa e do desgosto. Al\u00e9m disso, a an\u00e1lise n\u00e3o evidenciou vieses significativos por sexo nem etnia na maioria dos conjuntos de dados.<\/p>\n\n\n\n<p>Portanto, o uso de express\u00f5es faciais na triagem do Parkinson pode representar uma ferramenta \u00fatil. <\/p>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"wp-block-image image-interface\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/neuronup.com\/br\/wp-content\/uploads\/2025\/07\/Grafico-2-Diagrama-comparativo-que-muestra-el-rendimiento-AUROC-del-modelo-segun-cada-expresion-facial-sonrisa-disgusto-y-sorpresa-1024x576.webp\" alt=\"Gr\u00e1fico de barras azul comparando AUROC entre express\u00f5es faciais: Sorriso 0,90; Desgosto 0,76; Surpresa 0,72.\" class=\"wp-image-42331\" srcset=\"https:\/\/neuronup.com\/br\/wp-content\/uploads\/2025\/07\/Grafico-2-Diagrama-comparativo-que-muestra-el-rendimiento-AUROC-del-modelo-segun-cada-expresion-facial-sonrisa-disgusto-y-sorpresa-300x169.webp 300w, https:\/\/neuronup.com\/br\/wp-content\/uploads\/2025\/07\/Grafico-2-Diagrama-comparativo-que-muestra-el-rendimiento-AUROC-del-modelo-segun-cada-expresion-facial-sonrisa-disgusto-y-sorpresa-768x432.webp 768w, https:\/\/neuronup.com\/br\/wp-content\/uploads\/2025\/07\/Grafico-2-Diagrama-comparativo-que-muestra-el-rendimiento-AUROC-del-modelo-segun-cada-expresion-facial-sonrisa-disgusto-y-sorpresa-1024x576.webp 1024w, https:\/\/neuronup.com\/br\/wp-content\/uploads\/2025\/07\/Grafico-2-Diagrama-comparativo-que-muestra-el-rendimiento-AUROC-del-modelo-segun-cada-expresion-facial-sonrisa-disgusto-y-sorpresa.webp 1201w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Gr\u00e1fico 2. Diagrama comparativo que mostra o desempenho (AUROC) do modelo de acordo com cada express\u00e3o facial: sorriso, desgosto e surpresa.<\/figcaption><\/figure>\n<\/div>\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Quais as implica\u00e7\u00f5es para a pr\u00e1tica cl\u00ednica?<\/h2>\n\n\n\n<p>O estudo demonstra o potencial da IA para transformar a triagem precoce do Parkinson. Entre as aplica\u00e7\u00f5es destacadas:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Triagem remota e acess\u00edvel<\/strong>: pessoas em \u00e1reas rurais ou sem acesso a neurologistas poderiam gravar um simples v\u00eddeo em casa e obter uma avalia\u00e7\u00e3o preliminar.<\/li>\n\n\n\n<li><strong>Descongestionar consultas especializadas<\/strong>: priorizar encaminhamentos para neurologia para os casos com maior probabilidade de doen\u00e7a.<\/li>\n\n\n\n<li><strong>Monitoramento complementar<\/strong>: embora n\u00e3o substitua um diagn\u00f3stico cl\u00ednico, poderia servir como acompanhamento adicional em programas de telessa\u00fade.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Como esse avan\u00e7o se relaciona com a NeuronUP?<\/h2>\n\n\n\n<p>Na <a href=\"https:\/\/neuronup.com\/br\/\">NeuronUP<\/a> desenvolvemos programas de estimula\u00e7\u00e3o e reabilita\u00e7\u00e3o cognitiva baseados em evid\u00eancias cient\u00edficas. Incorporar tecnologias que analisem biomarcadores digitais como a expressividade facial abre a porta a:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/neuronup.com\/estimulacion-y-rehabilitacion-cognitiva\/enfermedades-neurodegenerativas\/enfermedad-de-parkinson\/10-ejercicios-de-estimulacion-cognitiva-para-la-enfermedad-de-parkinson\/\">Personaliza\u00e7\u00e3o das interven\u00e7\u00f5es<\/a> de acordo com o grau de comprometimento motor e cognitivo.<\/li>\n\n\n\n<li>Detec\u00e7\u00e3o precoce, permitindo iniciar programas de reabilita\u00e7\u00e3o mais cedo e maximizar sua efic\u00e1cia.<\/li>\n\n\n\n<li>Integra\u00e7\u00e3o multidisciplinar, combinando <a href=\"https:\/\/neuronup.com\/br\/produto\/neuronup-score\/\">avalia\u00e7\u00e3o digital<\/a> e estimula\u00e7\u00e3o cognitiva para uma abordagem mais completa e cont\u00ednua.<\/li>\n<\/ul>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-cover br-1010 has-sm-padding-top has-sm-padding-bottom has-sm-padding-left has-sm-padding-right\"><img decoding=\"async\" width=\"1280\" height=\"768\" sizes=\"(max-width: 600px) 100vw, 50vw\" class=\"wp-block-cover__image-background wp-image-31661 size-large\" alt=\"neuronup illustration background\" src=\"https:\/\/neuronup.com\/br\/wp-content\/uploads\/2024\/10\/neuronup-illustration-background.svg\" data-object-fit=\"cover\"\/><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim\" style=\"background-color:#005767\"><\/span><div class=\"wp-block-cover__inner-container is-layout-constrained wp-block-cover-is-layout-constrained\">\n<p class=\"has-xl-font-size\" style=\"letter-spacing:0.07rem\"><strong>Lan\u00e7amos NeuronUP Assessment!<\/strong><\/p>\n\n\n\n<div class=\"wp-block-columns are-vertically-aligned-center is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center has-white-color has-text-color has-link-color wp-elements-bd68cc8433c056f7c59b955812e8ea6c is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:70%\">\n<p class=\"has-no-margin-top has-no-margin-bottom\" style=\"letter-spacing:0.05rem\">O novo produto de Avalia\u00e7\u00e3o da NeuronUP.<\/p>\n\n\n\n<p class=\"has-text-align-left has-no-margin-top has-no-margin-bottom\" style=\"font-size:18px\">Solicite acesso para testar gratuitamente por tempo limitado.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:30%\">\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-16018d1d wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100\" style=\"--button-color:#01606f;--button-background:var(--color-white);--button-background-hover:#e6e6e6;\"><a class=\"wp-block-button__link button    has-link-color wp-element-button\" href=\"https:\/\/neuronup.com\/br\/neuronup-assessment\/solicitar-acesso\/\" style=\"color:#01606f\"><strong>Solicite acceso<\/strong><\/a><\/div>\n\n<\/div>\n<\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Conclus\u00e3o<\/h2>\n\n\n\n<p>O sorriso, um gesto universal e aparentemente simples, pode tornar-se uma ferramenta poderosa para detectar precocemente a doen\u00e7a de Parkinson gra\u00e7as \u00e0 intelig\u00eancia artificial. Essa abordagem pioneira n\u00e3o apenas aproxima o diagn\u00f3stico de mais pessoas, mas tamb\u00e9m estabelece as bases para um futuro em que a tecnologia e a reabilita\u00e7\u00e3o trabalhem de m\u00e3os dadas para melhorar a qualidade de vida de quem vive com essa doen\u00e7a.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Bibliografia<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-sm-font-size\">Adnan T, Islam MS, Lee S, et al. AI-Enabled Parkinson\u2019s Disease Screening Using Smile Videos. <em>NEJM AI<\/em>. 2025;2(7). doi:10.1056\/AIoa2400950.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Se voc\u00ea gostou desta publica\u00e7\u00e3o do blog sobre <strong>o sorriso como biomarcador digital para o Parkinson<\/strong>, certamente se interessar\u00e1 por estes artigos da NeuronUP:<\/h3>\n\n<div class=\"mai-grid entries entries-grid has-boxed has-image-full\" style=\"--entry-title-font-size:var(--font-size-lg);--align-text:start;--entry-meta-text-align:start;\"><div class=\"entries-wrap has-columns\" style=\"--columns-xs:1\/1;--columns-sm:1\/1;--columns-md:1\/3;--columns-lg:1\/3;--flex-xs:0 0 var(--flex-basis);--flex-sm:0 0 var(--flex-basis);--flex-md:0 0 var(--flex-basis);--flex-lg:0 0 var(--flex-basis);--column-gap:var(--spacing-lg);--row-gap:var(--spacing-lg);--align-columns:start;\"><article class=\"entry entry-grid is-column has-entry-link has-image has-image-first type-post category-parkinson tag-doenca-de-parkinson\" style=\"--entry-index:1;\" aria-label=\"Cheiro de Parkinson\" itemscope itemtype=\"https:\/\/schema.org\/CreativeWork\"><a class=\"entry-image-link\" href=\"https:\/\/neuronup.com\/br\/noticias-de-estimulacao-cognitiva\/doencas-neurodegenerativas\/parkinson\/odor-a-parkinson\/\" tabindex=\"-1\" aria-hidden=\"true\"><img decoding=\"async\" width=\"400\" height=\"267\" src=\"https:\/\/neuronup.com\/br\/wp-content\/uploads\/2023\/04\/olor-a-parkinson.webp\" class=\"entry-image size-landscape-sm\" alt=\"Duas m\u00e3os entrela\u00e7adas, uma idosa e outra jovem, com fundo desfocado, transmitindo cuidado e apoio entre gera\u00e7\u00f5es.\" srcset=\"https:\/\/neuronup.com\/br\/wp-content\/uploads\/2023\/04\/olor-a-parkinson-300x200.webp 300w, https:\/\/neuronup.com\/br\/wp-content\/uploads\/2023\/04\/olor-a-parkinson-768x512.webp 768w, https:\/\/neuronup.com\/br\/wp-content\/uploads\/2023\/04\/olor-a-parkinson-1024x683.webp 1024w, https:\/\/neuronup.com\/br\/wp-content\/uploads\/2023\/04\/olor-a-parkinson.webp 1200w\" sizes=\"(max-width:599px) 599px, (min-width:600px) and (max-width: 799px) 799px, (min-width:800px) and (max-width: 999px) 333px, (min-width:1000px) 400px\" \/><\/a><div class=\"entry-wrap entry-wrap-grid\"><h3 class=\"entry-title\" itemprop=\"headline\"><a class=\"entry-title-link\" href=\"https:\/\/neuronup.com\/br\/noticias-de-estimulacao-cognitiva\/doencas-neurodegenerativas\/parkinson\/odor-a-parkinson\/\" rel=\"bookmark\">Cheiro de Parkinson<\/a><\/h3>\n<\/div><\/article><article class=\"entry entry-grid is-column has-entry-link has-image has-image-first type-post category-dano-cerebral tag-lesao-cerebral tag-reabilitacao-cognitiva\" style=\"--entry-index:2;\" aria-label=\"A s\u00edndrome p\u00f3s-concussional e a reabilita\u00e7\u00e3o neuropsicol\u00f3gica\" itemscope itemtype=\"https:\/\/schema.org\/CreativeWork\"><a class=\"entry-image-link\" href=\"https:\/\/neuronup.com\/br\/noticias-de-estimulacao-cognitiva\/dano-cerebral\/a-sindrome-pos-concussao-e-a-reabilitacao-neuropsicologica\/\" tabindex=\"-1\" aria-hidden=\"true\"><img decoding=\"async\" width=\"400\" height=\"267\" src=\"https:\/\/neuronup.com\/br\/wp-content\/uploads\/2023\/05\/sindrome-posconmocional-1.webp\" class=\"entry-image size-landscape-sm\" alt=\"Mulher jovem com express\u00e3o de dor segurando a cabe\u00e7a com uma m\u00e3o e apoiando o rosto com a outra, fundo neutro.\" srcset=\"https:\/\/neuronup.com\/br\/wp-content\/uploads\/2023\/05\/sindrome-posconmocional-1-300x200.webp 300w, https:\/\/neuronup.com\/br\/wp-content\/uploads\/2023\/05\/sindrome-posconmocional-1-768x512.webp 768w, https:\/\/neuronup.com\/br\/wp-content\/uploads\/2023\/05\/sindrome-posconmocional-1-1024x683.webp 1024w, https:\/\/neuronup.com\/br\/wp-content\/uploads\/2023\/05\/sindrome-posconmocional-1.webp 1200w\" sizes=\"(max-width:599px) 599px, (min-width:600px) and (max-width: 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https:\/\/neuronup.com\/br\/wp-content\/uploads\/2024\/10\/Consumo-de-alcohol-durante-el-embarazo-efectos-en-el-cerebro-fetal-y-riesgo-de-discapacidad-intelectual-NeuronUP-768x512.webp 768w, https:\/\/neuronup.com\/br\/wp-content\/uploads\/2024\/10\/Consumo-de-alcohol-durante-el-embarazo-efectos-en-el-cerebro-fetal-y-riesgo-de-discapacidad-intelectual-NeuronUP-1024x683.webp 1024w, https:\/\/neuronup.com\/br\/wp-content\/uploads\/2024\/10\/Consumo-de-alcohol-durante-el-embarazo-efectos-en-el-cerebro-fetal-y-riesgo-de-discapacidad-intelectual-NeuronUP.webp 1200w\" sizes=\"(max-width:599px) 599px, (min-width:600px) and (max-width: 799px) 799px, (min-width:800px) and (max-width: 999px) 333px, (min-width:1000px) 400px\" \/><\/a><div class=\"entry-wrap entry-wrap-grid\"><h3 class=\"entry-title\" itemprop=\"headline\"><a class=\"entry-title-link\" href=\"https:\/\/neuronup.com\/br\/noticias-de-estimulacao-cognitiva\/deficiencia-intelectual\/consumo-de-alcool-durante-a-gravidez-efeitos-no-cerebro-fetal-e-risco-de-deficiencia-intelectual\/\" rel=\"bookmark\">Consumo de \u00e1lcool durante a gravidez: efeitos no c\u00e9rebro fetal e risco de defici\u00eancia intelectual<\/a><\/h3>\n<\/div><\/article><article class=\"entry entry-grid is-column has-entry-link has-image has-image-first type-post\" style=\"--entry-index:6;\" aria-label=\"NeuronUP ganha o Pr\u00eamio PME do Ano 2025 em La Rioja\" itemscope itemtype=\"https:\/\/schema.org\/CreativeWork\"><a class=\"entry-image-link\" href=\"https:\/\/neuronup.com\/br\/uncategorized\/neuronup-conquista-o-premio-pyme-do-ano-2025-em-la-rioja\/\" tabindex=\"-1\" aria-hidden=\"true\"><img decoding=\"async\" width=\"396\" height=\"300\" src=\"https:\/\/neuronup.com\/br\/wp-content\/uploads\/2025\/05\/NeuronUP-gana-el-Premio-PYME-del-Ano-2025-en-La-Rioja.webp\" class=\"entry-image size-landscape-sm\" alt=\"Grupo de pessoas em evento de premia\u00e7\u00e3o, com homem no centro segurando um certificado; traje formal e logotipo do pr\u00eamio ao fundo.\" srcset=\"https:\/\/neuronup.com\/br\/wp-content\/uploads\/2025\/05\/NeuronUP-gana-el-Premio-PYME-del-Ano-2025-en-La-Rioja-300x227.webp 300w, https:\/\/neuronup.com\/br\/wp-content\/uploads\/2025\/05\/NeuronUP-gana-el-Premio-PYME-del-Ano-2025-en-La-Rioja-768x582.webp 768w, https:\/\/neuronup.com\/br\/wp-content\/uploads\/2025\/05\/NeuronUP-gana-el-Premio-PYME-del-Ano-2025-en-La-Rioja-1024x776.webp 1024w, https:\/\/neuronup.com\/br\/wp-content\/uploads\/2025\/05\/NeuronUP-gana-el-Premio-PYME-del-Ano-2025-en-La-Rioja.webp 1200w\" sizes=\"(max-width:599px) 599px, (min-width:600px) and (max-width: 799px) 799px, (min-width:800px) and (max-width: 999px) 333px, (min-width:1000px) 400px\" \/><\/a><div class=\"entry-wrap entry-wrap-grid\"><h3 class=\"entry-title\" itemprop=\"headline\"><a class=\"entry-title-link\" href=\"https:\/\/neuronup.com\/br\/uncategorized\/neuronup-conquista-o-premio-pyme-do-ano-2025-em-la-rioja\/\" rel=\"bookmark\">NeuronUP ganha o Pr\u00eamio PME do Ano 2025 em La Rioja<\/a><\/h3>\n<\/div><\/article><\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>A doutoranda Marta Arbizu G\u00f3mez explica neste artigo o recente estudo \u00abDetec\u00e7\u00e3o da doen\u00e7a de Parkinson com IA por meio de v\u00eddeos de sorrisos\u00bb, no qual \u00e9 apresentado o sorriso como biomarcador digital para o Parkinson. Por que precisamos de m\u00e9todos de triagem acess\u00edveis para o Parkinson? A doen\u00e7a de Parkinson (DP) \u00e9 o transtorno &hellip;<\/p>\n","protected":false},"author":315,"featured_media":42334,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_genesis_hide_title":false,"_genesis_hide_breadcrumbs":false,"_genesis_hide_singular_image":false,"_genesis_hide_footer_widgets":false,"_genesis_custom_body_class":"","_genesis_custom_post_class":"","_genesis_layout":"","footnotes":""},"categories":[1],"tags":[],"class_list":{"2":"type-post","8":"entry"},"acf":[],"_links":{"self":[{"href":"https:\/\/neuronup.com\/br\/wp-json\/wp\/v2\/posts\/42329","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/neuronup.com\/br\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/neuronup.com\/br\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/neuronup.com\/br\/wp-json\/wp\/v2\/users\/315"}],"replies":[{"embeddable":true,"href":"https:\/\/neuronup.com\/br\/wp-json\/wp\/v2\/comments?post=42329"}],"version-history":[{"count":0,"href":"https:\/\/neuronup.com\/br\/wp-json\/wp\/v2\/posts\/42329\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/neuronup.com\/br\/wp-json\/wp\/v2\/media\/42334"}],"wp:attachment":[{"href":"https:\/\/neuronup.com\/br\/wp-json\/wp\/v2\/media?parent=42329"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/neuronup.com\/br\/wp-json\/wp\/v2\/categories?post=42329"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/neuronup.com\/br\/wp-json\/wp\/v2\/tags?post=42329"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}