{"id":736,"date":"2026-09-07T20:11:50","date_gmt":"2026-09-07T23:11:50","guid":{"rendered":"https:\/\/zscansoftware.com\/?page_id=736"},"modified":"2026-09-16T12:49:40","modified_gmt":"2026-09-16T15:49:40","slug":"pesquisa-e-inovacao","status":"publish","type":"page","link":"https:\/\/zscansoftware.com\/es\/pesquisa-e-inovacao\/","title":{"rendered":"Pesquisa e Inova\u00e7\u00e3o"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"736\" class=\"elementor elementor-736\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a553e77 e-con-full e-flex e-con e-parent\" data-id=\"a553e77\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f8ef79e elementor-widget elementor-widget-html\" data-id=\"f8ef79e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t\t<!-- 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aria-label=\"Pesquisa e Inova\u00e7\u00e3o da Zscan\">\n\n  <!-- HERO -->\n  <header class=\"zsri__hero\">\n    <span class=\"zsri__eyebrow\">Pesquisa e Inova\u00e7\u00e3o<\/span>\n    <h1 class=\"zsri__title\">Pesquisa e Inova\u00e7\u00e3o em Tecnologias para Endoscopia e Diagn\u00f3stico por Imagem<\/h1>\n    <p class=\"zsri__lead\">A Zscan investe em pesquisa aplicada, incluindo intelig\u00eancia artificial e vis\u00e3o computacional, para tornar a endoscopia e o diagn\u00f3stico por imagem mais precisos. Seus projetos foram apresentados nos principais congressos internacionais da \u00e1rea e reconhecidos em premia\u00e7\u00e3o nacional.<\/p>\n    <ul class=\"zsri__marks\">\n      <li>\n        <span class=\"ic\"><svg viewbox=\"0 0 24 24\" fill=\"none\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M21 10c0 6-9 12-9 12s-9-6-9-12a9 9 0 0 1 18 0Z\"\/><circle cx=\"12\" cy=\"10\" r=\"3\"\/><\/svg><\/span>\n        <div><strong>DDW 2026<\/strong><span>Digestive Disease Week, Chicago, Estados Unidos<\/span><\/div>\n      <\/li>\n      <li>\n        <span class=\"ic\"><svg viewbox=\"0 0 24 24\" fill=\"none\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M21 10c0 6-9 12-9 12s-9-6-9-12a9 9 0 0 1 18 0Z\"\/><circle cx=\"12\" cy=\"10\" r=\"3\"\/><\/svg><\/span>\n        <div><strong>IEEE EMBC 2025<\/strong><span>Engineering in Medicine and Biology Society, Copenhagen, Dinamarca<\/span><\/div>\n      <\/li>\n      <li>\n        <span class=\"ic\"><svg viewbox=\"0 0 24 24\" fill=\"none\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M8 21h8M12 17v4M7 4h10v4a5 5 0 0 1-10 0V4Z\"\/><path d=\"M17 5h3v2a3 3 0 0 1-3 3M7 5H4v2a3 3 0 0 0 3 3\"\/><\/svg><\/span>\n        <div><strong>1\u00ba lugar no Pr\u00eamio SBC<\/strong><span>Sociedade Brasileira de Computa\u00e7\u00e3o, 2026<\/span><\/div>\n      <\/li>\n    <\/ul>\n  <\/header>\n\n  <!-- INTRO -->\n  <p class=\"zsri__p\">A Zscan mant\u00e9m uma linha de pesquisa e desenvolvimento em intelig\u00eancia artificial aplicada \u00e0 endoscopia, conduzida em parceria com centros acad\u00eamicos brasileiros. O objetivo \u00e9 apoiar o diagn\u00f3stico precoce de doen\u00e7as colorretais e ampliar a precis\u00e3o dos modelos de detec\u00e7\u00e3o com dados representativos da realidade do paciente brasileiro. Os resultados apresentados nesta p\u00e1gina s\u00e3o de pesquisa e desenvolvimento e n\u00e3o constituem funcionalidade diagn\u00f3stica do software comercializado pela Zscan.<\/p>\n\n  <!-- ESTUDOS -->\n  <h2 class=\"zsri__h2\">Estudos apresentados em congressos internacionais\n  <\/h2>\n  <p class=\"zsri__sub\">DDW 2026 \u00b7 Chicago, Estados Unidos<\/p>\n\n  <div class=\"zsri__card\">\n    <h3>Contribui\u00e7\u00e3o brasileira para melhorar aplica\u00e7\u00f5es reais de IA em colonoscopia<\/h3>\n    <div class=\"zsri__fig\"><img src=\"https:\/\/zscansoftware.com\/wp-content\/uploads\/2026\/09\/SaveClip.App_690630621_1553056380157632_6232990503565054441_n.jpg\" loading=\"lazy\" decoding=\"async\" alt=\"\" \/><\/div>\n    <p class=\"zsri__meta\"><svg viewbox=\"0 0 24 24\" fill=\"none\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M21 10c0 6-9 12-9 12s-9-6-9-12a9 9 0 0 1 18 0Z\"\/><circle cx=\"12\" cy=\"10\" r=\"3\"\/><\/svg> Digestive Disease Week (DDW) 2026 \u00b7 2 a 5 de maio \u00b7 Chicago, EUA<\/p>\n    <p class=\"zsri__p\">O estudo avaliou se o enriquecimento de modelos de IA com um conjunto de dados brasileiro melhora a detec\u00e7\u00e3o de p\u00f3lipos em colonoscopia. A equipe criou um dataset local com 1.069 imagens anotadas por especialistas em endoscopia, seguindo protocolo padronizado. O modelo DuAT foi treinado primeiro com bases p\u00fablicas internacionais e depois enriquecido com o dataset brasileiro.<\/p>\n    <p class=\"zsri__p\">Ao complementar as bases p\u00fablicas com dados brasileiros, o desempenho de pesquisa do modelo aumentou em quase todas as m\u00e9tricas avaliadas:<\/p>\n    <table class=\"zsri__metrics\">\n      <thead>\n        <tr><th>M\u00e9trica<\/th><th>Bases p\u00fablicas<\/th><th class=\"hl\">Com dataset brasileiro<\/th><\/tr>\n      <\/thead>\n      <tbody>\n        <tr><th>DICE<\/th><td>0,858<\/td><td class=\"hl\">0,903<\/td><\/tr>\n        <tr><th>IoU<\/th><td>0,782<\/td><td class=\"hl\">0,836<\/td><\/tr>\n        <tr><th>Precis\u00e3o<\/th><td>0,874<\/td><td class=\"hl\">0,904<\/td><\/tr>\n        <tr><th>Recall<\/th><td>0,895<\/td><td class=\"hl\">0,923<\/td><\/tr>\n      <\/tbody>\n    <\/table>\n    <p class=\"zsri__p\" style=\"margin-top:16px;\">Os resultados indicam que dados locais s\u00e3o essenciais para uma intelig\u00eancia artificial mais representativa e precisa no cen\u00e1rio brasileiro.<\/p>\n    <div class=\"zsri__note\"><svg viewbox=\"0 0 24 24\" fill=\"none\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><circle cx=\"12\" cy=\"12\" r=\"10\"\/><path d=\"M12 16v-4M12 8h.01\"\/><\/svg><span>Resultados de pesquisa e desenvolvimento. N\u00e3o constituem funcionalidade diagn\u00f3stica do software Zscan dispon\u00edvel comercialmente.<\/span><\/div>\n    <p class=\"zsri__authors\"><b>Autoria:<\/b> Mirela Rebou\u00e7as Fernandes de Lima, Daniela Medeiros Milhomem Cardoso e Juliana Wanderley Roosevelt Coutinho (Hospital Albert Einstein Goi\u00e2nia); Ricardo Augusto Pereira Franco (Universidade Federal de Goi\u00e1s); Sandro Luis Araujo Junior, Michel Hanzen Scheeren, Eduardo Mendes e Pedro Luiz de Paula Filho (Universidade Tecnol\u00f3gica Federal do Paran\u00e1). Desenvolvido em parceria com a Zscan e o CEIA\/UFG.<\/p>\n    <a class=\"zsri__btn\" href=\"https:\/\/www.researchgate.net\/publication\/404539516_EP23_BRAZILIAN_CONTRIBUTION_TO_IMPROVE_REAL-WORLD_AI_APPLICATIONS_IN_COLONOSCOPY\" target=\"_blank\" rel=\"noopener\">Ver publica\u00e7\u00e3o no ResearchGate <svg viewbox=\"0 0 24 24\" fill=\"none\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M7 17 17 7M8 7h9v9\"\/><\/svg><\/a>\n  <\/div>\n\n  <p class=\"zsri__sub\">IEEE EMBC 2025 \u00b7 Copenhagen, Dinamarca<\/p>\n\n  <div class=\"zsri__card\">\n    <h3>Metodologia para gera\u00e7\u00e3o de imagens sint\u00e9ticas de p\u00f3lipos de c\u00f3lon<\/h3>\n    <div class=\"zsri__fig\"><img src=\"https:\/\/zscansoftware.com\/wp-content\/uploads\/2026\/09\/SaveClip.App_530620457_1314481500681789_8409783105989795515_n.jpg\" loading=\"lazy\" decoding=\"async\" alt=\"\" \/><\/div>\n    <p class=\"zsri__meta\"><svg viewbox=\"0 0 24 24\" fill=\"none\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M21 10c0 6-9 12-9 12s-9-6-9-12a9 9 0 0 1 18 0Z\"\/><circle cx=\"12\" cy=\"10\" r=\"3\"\/><\/svg> 47\u00aa Confer\u00eancia Internacional do IEEE EMBC 2025 \u00b7 14 a 17 de julho \u00b7 Copenhagen, Dinamarca<\/p>\n    <p class=\"zsri__p\">O trabalho aborda a principal limita\u00e7\u00e3o da intelig\u00eancia artificial m\u00e9dica, que \u00e9 a escassez de dados anotados. A pesquisa desenvolveu um m\u00e9todo de gera\u00e7\u00e3o de imagens sint\u00e9ticas de p\u00f3lipos de c\u00f3lon para ampliar as bases de dados e acelerar o treinamento de modelos de detec\u00e7\u00e3o colorretal, reduzindo a depend\u00eancia de imagens reais.<\/p>\n    <p class=\"zsri__authors\"><b>Autoria:<\/b> Lucas L. Neves, Andre C. Castro, Alexandre A. Naves, Heitor S. G. Paiva, Ricardo Augusto Pereira Franco e Alisson Assis Cardoso. Desenvolvido em parceria com a Zscan, o CEIA\/AKCIT e a Universidade Federal de Goi\u00e1s.<\/p>\n    <a class=\"zsri__btn\" href=\"https:\/\/doi.org\/10.1109\/EMBC58623.2025.11252832\" target=\"_blank\" rel=\"noopener\">Ver publica\u00e7\u00e3o no IEEE (DOI) <svg viewbox=\"0 0 24 24\" fill=\"none\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M7 17 17 7M8 7h9v9\"\/><\/svg><\/a>\n  <\/div>\n\n  <!-- PR\u00caMIO -->\n  <h2 class=\"zsri__h2\">Reconhecimento nacional\n  <\/h2>\n  <p class=\"zsri__sub\">Pr\u00eamio da Sociedade Brasileira de Computa\u00e7\u00e3o (SBC) \u00b7 2026<\/p>\n  <div class=\"zsri__card\">\n    <h3>1\u00ba lugar no Pr\u00eamio da Sociedade Brasileira de Computa\u00e7\u00e3o<\/h3>\n    <div class=\"zsri__fig\"><img src=\"https:\/\/zscansoftware.com\/wp-content\/uploads\/2026\/09\/SaveClip.App_730373473_18480207703105664_4322274034993009744_n.jpg\" loading=\"lazy\" decoding=\"async\" alt=\"\" \/><\/div>\n    <p class=\"zsri__p\" style=\"margin:0;\">O projeto Intelig\u00eancia Artificial e Vis\u00e3o Computacional no Diagn\u00f3stico M\u00e9dico, voltado \u00e0 detec\u00e7\u00e3o automatizada de anomalias em exames de colonoscopia, conquistou o 1\u00ba lugar no Pr\u00eamio da Sociedade Brasileira de Computa\u00e7\u00e3o (SBC) em 2026. O projeto foi co-desenvolvido pela Zscan em parceria com o CEIA\/AKCIT e a Universidade Federal de Goi\u00e1s.<\/p>\n  <\/div>\n\n  <!-- PARCERIA -->\n  <h2 class=\"zsri__h2\">A parceria de pesquisa\n  <\/h2>\n  <div class=\"zsri__partners\">\n    <ul class=\"zsri__orgs\">\n      <li>CEIA<\/li><li>AKCIT<\/li><li>Universidade Federal de Goi\u00e1s (UFG)<\/li><li>Universidade Tecnol\u00f3gica Federal do Paran\u00e1 (UTFPR)<\/li><li>Hospital Albert Einstein Goi\u00e2nia<\/li>\n    <\/ul>\n    <p class=\"zsri__p\">As pesquisas da Zscan s\u00e3o conduzidas em parceria com o Centro de Excel\u00eancia em Intelig\u00eancia Artificial (CEIA) e o AKCIT, vinculados \u00e0 Universidade Federal de Goi\u00e1s (UFG), com colabora\u00e7\u00e3o da Universidade Tecnol\u00f3gica Federal do Paran\u00e1 (UTFPR) e de especialistas em endoscopia do Hospital Albert Einstein Goi\u00e2nia. Essa colabora\u00e7\u00e3o une conhecimento cl\u00ednico e desenvolvimento tecnol\u00f3gico para gerar solu\u00e7\u00f5es aplic\u00e1veis \u00e0 rotina m\u00e9dica.<\/p>\n    <p class=\"zsri__p\" style=\"margin:0;\">A continuidade da linha de pesquisa \u00e9 demonstrada pela participa\u00e7\u00e3o recorrente da equipe t\u00e9cnica da UFG nos dois estudos, o que caracteriza um programa estruturado de pesquisa e desenvolvimento, e n\u00e3o iniciativas isoladas.<\/p>\n  <\/div>\n\n  <!-- LABORAT\u00d3RIO DE IA -->\n  <h2 class=\"zsri__h2\">Laborat\u00f3rio de IA (Zscan AI Lab)\n  <\/h2>\n  <div class=\"zsri__lab\">\n    <div class=\"zsri__labgrid\">\n      <div class=\"zsri__labtxt\">\n        <span class=\"zsri__labeyebrow\">Nossa tecnologia<\/span>\n        <p class=\"zsri__labtitle\">Um laborat\u00f3rio de IA para transformar a sa\u00fade<\/p>\n        <p class=\"zsri__labp\">O Zscan AI Lab conta com supercomputadores NVIDIA de \u00faltima gera\u00e7\u00e3o, equipados com o mais recente chip da empresa, o Blackwell Grace. Essa infraestrutura fornece o poder computacional necess\u00e1rio para o treinamento de modelos de redes neurais complexos em vis\u00e3o computacional.<\/p>\n        <p class=\"zsri__labp\" style=\"margin:0;\">O resultado \u00e9 um avan\u00e7o expressivo no desenvolvimento de tecnologias de computa\u00e7\u00e3o de borda, acelerando a implementa\u00e7\u00e3o de solu\u00e7\u00f5es que geram impacto positivo na \u00e1rea da sa\u00fade.<\/p>\n      <\/div>\n      <div class=\"zsri__labimg\">\n        <img src=\"https:\/\/zscansoftware.com\/wp-content\/uploads\/2026\/09\/supercomputador-e1789573767190.jpeg\" loading=\"lazy\" decoding=\"async\" alt=\"\" \/>\n      <\/div>\n    <\/div>\n    <div class=\"zsri__chips\">\n      <div><span class=\"cic\"><svg viewbox=\"0 0 24 24\" fill=\"none\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><rect x=\"4\" y=\"4\" width=\"16\" height=\"16\" rx=\"2\"\/><path d=\"M9 2v2M15 2v2M9 20v2M15 20v2M2 9h2M2 15h2M20 9h2M20 15h2\"\/><\/svg><\/span><div><strong>Tecnologia de ponta<\/strong><span>Supercomputa\u00e7\u00e3o NVIDIA<\/span><\/div><\/div>\n      <div><span class=\"cic\"><svg viewbox=\"0 0 24 24\" fill=\"none\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M12 2a3 3 0 0 0-3 3 3 3 0 0 0-3 3 3 3 0 0 0 0 6 3 3 0 0 0 3 3 3 3 0 0 0 6 0 3 3 0 0 0 3-3 3 3 0 0 0 0-6 3 3 0 0 0-3-3 3 3 0 0 0-3-3Z\"\/><\/svg><\/span><div><strong>IA aplicada \u00e0 sa\u00fade<\/strong><span>Vis\u00e3o computacional<\/span><\/div><\/div>\n      <div><span class=\"cic\"><svg viewbox=\"0 0 24 24\" fill=\"none\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><rect x=\"2\" y=\"2\" width=\"20\" height=\"8\" rx=\"2\"\/><rect x=\"2\" y=\"14\" width=\"20\" height=\"8\" rx=\"2\"\/><path d=\"M6 6h.01M6 18h.01\"\/><\/svg><\/span><div><strong>Computa\u00e7\u00e3o de borda<\/strong><span>Processamento em tempo real<\/span><\/div><\/div>\n      <div><span class=\"cic\"><svg viewbox=\"0 0 24 24\" fill=\"none\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M19 14c1.49-1.46 3-3.21 3-5.5A5.5 5.5 0 0 0 16.5 3c-1.76 0-3 .5-4.5 2-1.5-1.5-2.74-2-4.5-2A5.5 5.5 0 0 0 2 8.5c0 2.29 1.51 4.04 3 5.5l7 7Z\"\/><\/svg><\/span><div><strong>Impacto positivo na sa\u00fade<\/strong><span>Da pesquisa \u00e0 pr\u00e1tica<\/span><\/div><\/div>\n    <\/div>\n  <\/div>\n\n  <!-- FECHO -->\n  <h2 class=\"zsri__h2\">Compromisso com pesquisa e qualidade\n  <\/h2>\n  <p class=\"zsri__p\">A Zscan desenvolve tecnologia para endoscopia e diagn\u00f3stico por imagem com foco em seguran\u00e7a, privacidade de dados e qualidade cl\u00ednica, em conformidade com a LGPD. A intelig\u00eancia artificial \u00e9 hoje a linha de pesquisa mais avan\u00e7ada da empresa, sustentada por publica\u00e7\u00f5es em congressos internacionais e por premia\u00e7\u00e3o nacional. Os projetos de pesquisa seguem padr\u00f5es que separam de forma clara o que \u00e9 desenvolvimento cient\u00edfico do que \u00e9 funcionalidade dispon\u00edvel no produto.<\/p>\n\n<\/section>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Pesquisa e Inova\u00e7\u00e3o Pesquisa e Inova\u00e7\u00e3o em Tecnologias para Endoscopia e Diagn\u00f3stico por Imagem A Zscan investe em pesquisa aplicada, incluindo intelig\u00eancia artificial e vis\u00e3o computacional, para tornar a endoscopia e o diagn\u00f3stico por imagem mais precisos. Seus projetos foram apresentados nos principais congressos internacionais da \u00e1rea e reconhecidos em premia\u00e7\u00e3o nacional. DDW 2026Digestive Disease [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"footnotes":""},"class_list":["post-736","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Pesquisa e Inova\u00e7\u00e3o - Zscan<\/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:\/\/zscansoftware.com\/es\/pesquisa-e-inovacao\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Pesquisa e Inova\u00e7\u00e3o - Zscan\" \/>\n<meta property=\"og:description\" content=\"Pesquisa e Inova\u00e7\u00e3o Pesquisa e Inova\u00e7\u00e3o em Tecnologias para Endoscopia e Diagn\u00f3stico por Imagem A Zscan investe em pesquisa aplicada, incluindo intelig\u00eancia artificial e vis\u00e3o computacional, para tornar a endoscopia e o diagn\u00f3stico por imagem mais precisos. Seus projetos foram apresentados nos principais congressos internacionais da \u00e1rea e reconhecidos em premia\u00e7\u00e3o nacional. DDW 2026Digestive Disease [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/zscansoftware.com\/es\/pesquisa-e-inovacao\/\" \/>\n<meta property=\"og:site_name\" content=\"Zscan\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/zscansoftware\/\" \/>\n<meta property=\"article:modified_time\" content=\"2026-09-16T15:49:40+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/zscansoftware.com\/wp-content\/uploads\/2026\/09\/SaveClip.App_690630621_1553056380157632_6232990503565054441_n.jpg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Tiempo de lectura\" \/>\n\t<meta name=\"twitter:data1\" content=\"8 minutos\" \/>\n<script type=\"application\/ld+json\" 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