{"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\/en\/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<!-- ============================================================\n  ZSCAN \u2014 P\u00c1GINA \"PESQUISA E INOVA\u00c7\u00c3O\"  (widget HTML do Elementor)\n  - Autocontido, sem JS. \u00cdcones em SVG inline (sem depend\u00eancia externa).\n  - M\u00e9tricas apresentadas como P&D (n\u00e3o como recurso do produto).\n  - V\u00ednculo da Zscan sempre como \"em parceria com\" \/ \"co-desenvolvido\".\n  - Se o template j\u00e1 exibir o t\u00edtulo da p\u00e1gina como H1, troque a <h1> por <h2>.\n============================================================ -->\n<style>\n  .zsri{\n    --zs-accent:#1863DC;--zs-ink:#1a2233;--zs-muted:#5b6472;--zs-line:#e6e8ee;--zs-soft:#f6f8fc;\n    max-width:900px;margin:0 auto;padding:8px 16px 48px;font-family:inherit;color:var(--zs-ink);\n    -webkit-font-smoothing:antialiased;\n  }\n  .zsri__hero{background:linear-gradient(135deg,#eaf1fe 0%,#f5f8fd 100%);border:1px solid #dbe5f7;border-radius:22px;padding:44px 40px;margin-bottom:40px;}\n  .zsri__eyebrow{display:inline-block;font-size:12px;font-weight:700;letter-spacing:.12em;text-transform:uppercase;color:var(--zs-accent);background:#dce7fb;padding:7px 14px;border-radius:999px;margin:0 0 18px;}\n  .zsri__title{font-size:clamp(27px,4vw,40px);line-height:1.15;font-weight:700;margin:0 0 14px;letter-spacing:-.01em;}\n  .zsri__lead{font-size:17px;line-height:1.6;color:var(--zs-muted);margin:0;max-width:66ch;}\n\n  \/* marcos com \u00edcone *\/\n  .zsri__marks{list-style:none;display:flex;flex-wrap:wrap;gap:14px;margin:28px 0 0;padding:0;}\n  .zsri__marks li{flex:1 1 200px;background:#fff;border:1px solid #dbe5f7;border-radius:14px;padding:18px;display:flex;gap:12px;align-items:flex-start;}\n  .zsri__marks .ic{flex:0 0 auto;width:38px;height:38px;border-radius:10px;background:#eaf1fe;display:flex;align-items:center;justify-content:center;}\n  .zsri__marks .ic svg{width:20px;height:20px;stroke:var(--zs-accent);}\n  .zsri__marks strong{display:block;font-size:15px;font-weight:700;color:var(--zs-ink);margin-bottom:3px;line-height:1.2;}\n  .zsri__marks span{font-size:12.5px;line-height:1.4;color:var(--zs-muted);}\n\n  \/* t\u00edtulos de se\u00e7\u00e3o com \u00edcone *\/\n  .zsri__h2{font-size:23px;font-weight:700;margin:44px 0 6px;letter-spacing:-.01em;}\n  .zsri__sub{font-size:12px;font-weight:700;letter-spacing:.06em;text-transform:uppercase;color:var(--zs-accent);margin:14px 0 14px;}\n  .zsri__p{font-size:16px;line-height:1.7;color:var(--zs-muted);margin:0 0 16px;}\n\n  \/* cards de estudo com borda superior azul *\/\n  .zsri__card{background:#fff;border:1px solid var(--zs-line);border-top:3px solid var(--zs-accent);border-radius:14px;padding:26px 28px;margin:0 0 20px;box-shadow:0 4px 18px rgba(24,99,220,.05);}\n  .zsri__card h3{font-size:19px;font-weight:700;margin:0 0 10px;line-height:1.3;}\n  .zsri__meta{display:flex;align-items:center;gap:8px;font-size:13px;font-weight:600;color:var(--zs-muted);margin:0 0 16px;padding-bottom:14px;border-bottom:1px solid var(--zs-line);}\n  .zsri__meta svg{width:15px;height:15px;stroke:var(--zs-accent);flex:0 0 auto;}\n  .zsri__authors{font-size:14px;line-height:1.6;color:var(--zs-muted);margin:16px 0 0;}\n  .zsri__authors b{color:var(--zs-ink);font-weight:600;}\n\n  \/* tabela de m\u00e9tricas com coluna de destaque *\/\n  .zsri__metrics{width:100%;border-collapse:separate;border-spacing:0;margin:8px 0 4px;font-size:14px;border:1px solid var(--zs-line);border-radius:12px;overflow:hidden;}\n  .zsri__metrics th,.zsri__metrics td{text-align:left;padding:12px 14px;border-bottom:1px solid var(--zs-line);}\n  .zsri__metrics tr:last-child th,.zsri__metrics tr:last-child td{border-bottom:none;}\n  .zsri__metrics thead th{font-size:11px;text-transform:uppercase;letter-spacing:.04em;color:var(--zs-muted);font-weight:700;background:var(--zs-soft);}\n  .zsri__metrics tbody th{font-weight:600;color:var(--zs-ink);}\n  .zsri__metrics .hl{background:#eaf1fe;}\n  .zsri__metrics thead .hl{background:#dce7fb;color:var(--zs-accent);}\n  .zsri__metrics td.hl{font-weight:800;color:var(--zs-accent);font-size:15px;}\n\n  .zsri__note{display:flex;gap:10px;background:var(--zs-soft);border:1px solid var(--zs-line);border-left:3px solid var(--zs-accent);border-radius:8px;padding:12px 16px;font-size:13px;line-height:1.5;color:var(--zs-muted);margin:16px 0;}\n  .zsri__note svg{width:16px;height:16px;stroke:var(--zs-accent);flex:0 0 auto;margin-top:1px;}\n\n  .zsri__card a.zsri__btn,.zsri__card a.zsri__btn:link,.zsri__card a.zsri__btn:visited,.zsri__card a.zsri__btn:hover{display:inline-flex;align-items:center;gap:8px;background:var(--zs-accent);color:#fff !important;text-decoration:none;font-weight:600;font-size:15px;padding:12px 22px;border-radius:9px;margin-top:18px;transition:opacity .2s ease;}\n  .zsri__card a.zsri__btn:hover{opacity:.9;}\n  .zsri__btn svg{width:15px;height:15px;stroke:#fff;flex:0 0 auto;}\n\n  \/* parceiros como itens visuais *\/\n  .zsri__partners{background:var(--zs-soft);border:1px solid var(--zs-line);border-radius:16px;padding:26px 28px;margin:8px 0 0;}\n  .zsri__orgs{list-style:none;display:flex;flex-wrap:wrap;gap:10px;margin:0 0 18px;padding:0;}\n  .zsri__orgs li{background:#fff;border:1px solid var(--zs-line);border-radius:999px;padding:8px 15px;font-size:13px;font-weight:600;color:var(--zs-ink);}\n\n  @media(max-width:600px){\n    .zsri__hero{padding:30px 22px;border-radius:18px;}\n    .zsri__marks li{flex:1 1 100%;}\n    .zsri__card,.zsri__partners{padding:22px 20px;}\n  }\n\n  \/* --- Se\u00e7\u00e3o Laborat\u00f3rio de IA --- *\/\n  .zsri__lab{background:linear-gradient(135deg,#0f1b33 0%,#16264a 100%);border-radius:20px;padding:0;overflow:hidden;margin:8px 0 0;}\n  .zsri__labgrid{display:flex;flex-wrap:wrap;align-items:stretch;}\n  .zsri__labtxt{flex:1 1 340px;min-width:300px;padding:34px 34px 26px;color:#eaf1fe;}\n  .zsri__labimg{flex:1 1 320px;min-width:280px;background:#0b1424;display:flex;}\n  .zsri__labimg img{width:100%;height:100%;min-height:340px;object-fit:cover;object-position:center;display:block;}\n  .zsri__labeyebrow{display:inline-block;font-size:12px;font-weight:700;letter-spacing:.12em;text-transform:uppercase;color:#8fb4f7;margin:0 0 12px;}\n  .zsri__labtitle{font-size:clamp(22px,3vw,30px);line-height:1.15;font-weight:700;color:#fff;margin:0 0 14px;}\n  .zsri__labp{font-size:15px;line-height:1.65;color:#c7d6f0;margin:0 0 14px;}\n  .zsri__chips{display:grid;grid-template-columns:1fr 1fr;gap:14px;margin:0;padding:28px 34px 32px;border-top:1px solid rgba(255,255,255,.12);}\n  .zsri__chips>div{display:flex;gap:12px;align-items:center;background:rgba(255,255,255,.05);border:1px solid rgba(143,180,247,.18);border-radius:12px;padding:14px 16px;}\n  .zsri__chips>div>div{display:flex;flex-direction:column;align-items:flex-start;}\n  .zsri__chips .cic{flex:0 0 auto;width:34px;height:34px;border-radius:9px;background:rgba(143,180,247,.16);display:flex;align-items:center;justify-content:center;}\n  .zsri__chips .cic svg{width:18px;height:18px;stroke:#8fb4f7;}\n  .zsri__chips strong{display:block;font-size:13.5px;font-weight:700;color:#fff;line-height:1.25;margin-bottom:2px;}\n  .zsri__chips span{font-size:12px;color:#8fb4f7;line-height:1.3;}\n  @media(max-width:600px){.zsri__labtxt{padding:26px 22px 20px;}.zsri__chips{grid-template-columns:1fr;padding:22px;}}\n\n  .zsri__fig{margin:0 -28px 20px;padding:18px;background:#eef2f8;border-top:1px solid var(--zs-line);border-bottom:1px solid var(--zs-line);display:flex;justify-content:center;}\n  .zsri__fig img{max-width:100%;max-height:360px;width:auto;height:auto;object-fit:contain;border-radius:10px;box-shadow:0 4px 16px rgba(16,32,64,.12);display:block;}\n  @media(max-width:600px){.zsri__fig{margin:0 -20px 18px;padding:14px;}.zsri__fig img{max-height:300px;}}\n<\/style>\n\n<section class=\"zsri\" 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\/en\/pesquisa-e-inovacao\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\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\/en\/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=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"8 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/zscansoftware.com\\\/pt\\\/pesquisa-e-inovacao\\\/\",\"url\":\"https:\\\/\\\/zscansoftware.com\\\/pt\\\/pesquisa-e-inovacao\\\/\",\"name\":\"Pesquisa e Inova\u00e7\u00e3o - Zscan\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/zscansoftware.com\\\/es\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/zscansoftware.com\\\/pt\\\/pesquisa-e-inovacao\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/zscansoftware.com\\\/pt\\\/pesquisa-e-inovacao\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/zscansoftware.com\\\/wp-content\\\/uploads\\\/2026\\\/09\\\/SaveClip.App_690630621_1553056380157632_6232990503565054441_n.jpg\",\"datePublished\":\"2026-09-07T23:11:50+00:00\",\"dateModified\":\"2026-09-16T15:49:40+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/zscansoftware.com\\\/pt\\\/pesquisa-e-inovacao\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/zscansoftware.com\\\/pt\\\/pesquisa-e-inovacao\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/zscansoftware.com\\\/pt\\\/pesquisa-e-inovacao\\\/#primaryimage\",\"url\":\"https:\\\/\\\/zscansoftware.com\\\/wp-content\\\/uploads\\\/2026\\\/09\\\/SaveClip.App_690630621_1553056380157632_6232990503565054441_n.jpg\",\"contentUrl\":\"https:\\\/\\\/zscansoftware.com\\\/wp-content\\\/uploads\\\/2026\\\/09\\\/SaveClip.App_690630621_1553056380157632_6232990503565054441_n.jpg\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/zscansoftware.com\\\/pt\\\/pesquisa-e-inovacao\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"In\u00edcio\",\"item\":\"https:\\\/\\\/zscansoftware.com\\\/pt\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Pesquisa e Inova\u00e7\u00e3o\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/zscansoftware.com\\\/es\\\/#website\",\"url\":\"https:\\\/\\\/zscansoftware.com\\\/es\\\/\",\"name\":\"Zscan\",\"description\":\"Software de Captura de Imagens e Laudos M\u00e9dicos\",\"publisher\":{\"@id\":\"https:\\\/\\\/zscansoftware.com\\\/es\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/zscansoftware.com\\\/es\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/zscansoftware.com\\\/es\\\/#organization\",\"name\":\"Zscan\",\"url\":\"https:\\\/\\\/zscansoftware.com\\\/es\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/zscansoftware.com\\\/es\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/zscansoftware.com\\\/wp-content\\\/uploads\\\/2025\\\/09\\\/LOGO-ZSCAN-Website-1.png\",\"contentUrl\":\"https:\\\/\\\/zscansoftware.com\\\/wp-content\\\/uploads\\\/2025\\\/09\\\/LOGO-ZSCAN-Website-1.png\",\"width\":200,\"height\":55,\"caption\":\"Zscan\"},\"image\":{\"@id\":\"https:\\\/\\\/zscansoftware.com\\\/es\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/zscansoftware\\\/\",\"https:\\\/\\\/www.instagram.com\\\/zscansoftware\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/zscansoftware\\\/\",\"https:\\\/\\\/www.youtube.com\\\/@ZscanComercial\",\"https:\\\/\\\/maps.app.goo.gl\\\/VDBnzPXGyoSC6EiC7\"],\"foundingDate\":\"2003-04-24\",\"identifier\":[{\"@type\":\"PropertyValue\",\"propertyID\":\"CNPJ\",\"value\":\"05.612.461\\\/0001-39\"},{\"@type\":\"PropertyValue\",\"propertyID\":\"ANVISA\",\"name\":\"Registro ANVISA\",\"value\":\"81323699001\"}],\"knowsAbout\":[\"Endoscopy reporting software\",\"Endoscopy reporting system\",\"Endoscopy image capture system\",\"Endoscopy image capture\",\"Software for endoscopy\",\"Endoscopy reports\",\"Zscan Evo\",\"Online report editor\",\"Online medical reports\",\"Medical reporting software\",\"Report management system\",\"Ultrasound reporting software\",{\"@type\":\"Thing\",\"name\":\"DICOM\",\"sameAs\":\"https:\\\/\\\/en.wikipedia.org\\\/wiki\\\/DICOM\"},\"DICOM converter\",\"PACS\",\"PACS and HIS integration\"],\"areaServed\":[\"Brazil\",\"Latin America\",\"United States\"],\"additionalProperty\":[{\"@type\":\"PropertyValue\",\"name\":\"Cl\u00ednicas e hospitais atendidos\",\"value\":\"6000+\"},{\"@type\":\"PropertyValue\",\"name\":\"Laudos criados\",\"value\":\"2000000+\"},{\"@type\":\"PropertyValue\",\"name\":\"Pa\u00edses atendidos\",\"value\":\"20+\"},{\"@type\":\"PropertyValue\",\"name\":\"No mercado desde\",\"value\":\"2003\"}],\"award\":[\"1\u00ba lugar no Pr\u00eamio da Sociedade Brasileira de Computa\u00e7\u00e3o (SBC), em 2026, com 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, co-desenvolvido pela Zscan em parceria com o CEIA\\\/AKCIT e a UFG.\"],\"subjectOf\":[{\"@type\":\"MedicalScholarlyArticle\",\"name\":\"Brazilian Contribution to Improve Real-World AI Applications in Colonoscopy\",\"headline\":\"Brazilian Contribution to Improve Real-World AI Applications in Colonoscopy\",\"url\":\"https:\\\/\\\/www.researchgate.net\\\/publication\\\/404539516_EP23_BRAZILIAN_CONTRIBUTION_TO_IMPROVE_REAL-WORLD_AI_APPLICATIONS_IN_COLONOSCOPY\",\"sameAs\":\"https:\\\/\\\/www.researchgate.net\\\/publication\\\/404539516_EP23_BRAZILIAN_CONTRIBUTION_TO_IMPROVE_REAL-WORLD_AI_APPLICATIONS_IN_COLONOSCOPY\",\"inLanguage\":\"en\",\"about\":\"Pesquisa em intelig\u00eancia artificial para detec\u00e7\u00e3o de p\u00f3lipos em colonoscopia, desenvolvida em parceria com a Zscan, o CEIA\\\/UFG e a UTFPR.\",\"author\":[{\"@type\":\"Person\",\"name\":\"Mirela Rebou\u00e7as Fernandes de Lima\"},{\"@type\":\"Person\",\"name\":\"Daniela Medeiros Milhomem Cardoso\"},{\"@type\":\"Person\",\"name\":\"Juliana Wanderley Roosevelt Coutinho\"},{\"@type\":\"Person\",\"name\":\"Ricardo Augusto Pereira Franco\"},{\"@type\":\"Person\",\"name\":\"Sandro Luis Araujo Junior\"},{\"@type\":\"Person\",\"name\":\"Michel Hanzen Scheeren\"},{\"@type\":\"Person\",\"name\":\"Eduardo Mendes\"},{\"@type\":\"Person\",\"name\":\"Pedro Luiz de Paula Filho\"}],\"isPartOf\":{\"@type\":\"Event\",\"name\":\"Digestive Disease Week (DDW) 2026\",\"startDate\":\"2026-05-02\",\"endDate\":\"2026-05-05\",\"location\":{\"@type\":\"Place\",\"name\":\"Chicago, IL, Estados Unidos\"}}},{\"@type\":\"MedicalScholarlyArticle\",\"name\":\"Methodology for Generating Medical Images Applied to the Generation of Synthetic Colon Polyps\",\"headline\":\"Methodology for Generating Medical Images Applied to the Generation of Synthetic Colon Polyps\",\"url\":\"https:\\\/\\\/doi.org\\\/10.1109\\\/EMBC58623.2025.11252832\",\"sameAs\":[\"https:\\\/\\\/doi.org\\\/10.1109\\\/EMBC58623.2025.11252832\",\"https:\\\/\\\/pubmed.ncbi.nlm.nih.gov\\\/41336683\\\/\"],\"identifier\":{\"@type\":\"PropertyValue\",\"propertyID\":\"DOI\",\"value\":\"10.1109\\\/EMBC58623.2025.11252832\"},\"inLanguage\":\"en\",\"datePublished\":\"2025-07\",\"about\":\"Metodologia de gera\u00e7\u00e3o de imagens sint\u00e9ticas de p\u00f3lipos de c\u00f3lon para acelerar o treinamento de modelos de detec\u00e7\u00e3o colorretal, no \u00e2mbito da pesquisa em parceria entre a Zscan, o CEIA\\\/AKCIT e a UFG.\",\"author\":[{\"@type\":\"Person\",\"name\":\"Lucas L. Neves\"},{\"@type\":\"Person\",\"name\":\"Andre C. Castro\"},{\"@type\":\"Person\",\"name\":\"Alexandre A. Naves\"},{\"@type\":\"Person\",\"name\":\"Heitor S. G. Paiva\"},{\"@type\":\"Person\",\"name\":\"Ricardo A. P. Franco\"},{\"@type\":\"Person\",\"name\":\"Alisson A. Cardoso\"}],\"isPartOf\":{\"@type\":\"Event\",\"name\":\"47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2025)\",\"startDate\":\"2025-07-14\",\"endDate\":\"2025-07-17\",\"location\":{\"@type\":\"Place\",\"name\":\"Copenhagen, Dinamarca\"}}}],\"address\":[{\"@type\":\"PostalAddress\",\"streetAddress\":\"Rua 14, 309, Conjunto Riviera\",\"addressLocality\":\"Goi\u00e2nia\",\"addressRegion\":\"GO\",\"postalCode\":\"74730-250\",\"addressCountry\":\"BR\"},{\"@type\":\"PostalAddress\",\"streetAddress\":\"2400 Northwest 93rd Avenue, Suite 103\",\"addressLocality\":\"Doral\",\"addressRegion\":\"FL\",\"postalCode\":\"33172\",\"addressCountry\":\"US\"}],\"contactPoint\":[{\"@type\":\"ContactPoint\",\"telephone\":\"+55-62-3273-8034\",\"contactType\":\"sales\",\"areaServed\":[\"BR\",\"LATAM\"],\"availableLanguage\":[\"Portuguese\",\"Spanish\",\"English\"]},{\"@type\":\"ContactPoint\",\"telephone\":\"+1-786-531-5072\",\"contactType\":\"sales\",\"areaServed\":\"US\",\"availableLanguage\":[\"English\",\"Spanish\",\"Portuguese\"]}]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Pesquisa e Inova\u00e7\u00e3o - Zscan","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/zscansoftware.com\/en\/pesquisa-e-inovacao\/","og_locale":"en_US","og_type":"article","og_title":"Pesquisa e Inova\u00e7\u00e3o - Zscan","og_description":"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;]","og_url":"https:\/\/zscansoftware.com\/en\/pesquisa-e-inovacao\/","og_site_name":"Zscan","article_publisher":"https:\/\/www.facebook.com\/zscansoftware\/","article_modified_time":"2026-09-16T15:49:40+00:00","og_image":[{"url":"https:\/\/zscansoftware.com\/wp-content\/uploads\/2026\/09\/SaveClip.App_690630621_1553056380157632_6232990503565054441_n.jpg","type":"","width":"","height":""}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"8 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/zscansoftware.com\/pt\/pesquisa-e-inovacao\/","url":"https:\/\/zscansoftware.com\/pt\/pesquisa-e-inovacao\/","name":"Pesquisa e Inova\u00e7\u00e3o - Zscan","isPartOf":{"@id":"https:\/\/zscansoftware.com\/es\/#website"},"primaryImageOfPage":{"@id":"https:\/\/zscansoftware.com\/pt\/pesquisa-e-inovacao\/#primaryimage"},"image":{"@id":"https:\/\/zscansoftware.com\/pt\/pesquisa-e-inovacao\/#primaryimage"},"thumbnailUrl":"https:\/\/zscansoftware.com\/wp-content\/uploads\/2026\/09\/SaveClip.App_690630621_1553056380157632_6232990503565054441_n.jpg","datePublished":"2026-09-07T23:11:50+00:00","dateModified":"2026-09-16T15:49:40+00:00","breadcrumb":{"@id":"https:\/\/zscansoftware.com\/pt\/pesquisa-e-inovacao\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/zscansoftware.com\/pt\/pesquisa-e-inovacao\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/zscansoftware.com\/pt\/pesquisa-e-inovacao\/#primaryimage","url":"https:\/\/zscansoftware.com\/wp-content\/uploads\/2026\/09\/SaveClip.App_690630621_1553056380157632_6232990503565054441_n.jpg","contentUrl":"https:\/\/zscansoftware.com\/wp-content\/uploads\/2026\/09\/SaveClip.App_690630621_1553056380157632_6232990503565054441_n.jpg"},{"@type":"BreadcrumbList","@id":"https:\/\/zscansoftware.com\/pt\/pesquisa-e-inovacao\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"In\u00edcio","item":"https:\/\/zscansoftware.com\/pt\/"},{"@type":"ListItem","position":2,"name":"Pesquisa e Inova\u00e7\u00e3o"}]},{"@type":"WebSite","@id":"https:\/\/zscansoftware.com\/es\/#website","url":"https:\/\/zscansoftware.com\/es\/","name":"Zscan","description":"Software de Captura de Imagens e Laudos M\u00e9dicos","publisher":{"@id":"https:\/\/zscansoftware.com\/es\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/zscansoftware.com\/es\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/zscansoftware.com\/es\/#organization","name":"Zscan","url":"https:\/\/zscansoftware.com\/es\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/zscansoftware.com\/es\/#\/schema\/logo\/image\/","url":"https:\/\/zscansoftware.com\/wp-content\/uploads\/2025\/09\/LOGO-ZSCAN-Website-1.png","contentUrl":"https:\/\/zscansoftware.com\/wp-content\/uploads\/2025\/09\/LOGO-ZSCAN-Website-1.png","width":200,"height":55,"caption":"Zscan"},"image":{"@id":"https:\/\/zscansoftware.com\/es\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/zscansoftware\/","https:\/\/www.instagram.com\/zscansoftware","https:\/\/www.linkedin.com\/company\/zscansoftware\/","https:\/\/www.youtube.com\/@ZscanComercial","https:\/\/maps.app.goo.gl\/VDBnzPXGyoSC6EiC7"],"foundingDate":"2003-04-24","identifier":[{"@type":"PropertyValue","propertyID":"CNPJ","value":"05.612.461\/0001-39"},{"@type":"PropertyValue","propertyID":"ANVISA","name":"Registro ANVISA","value":"81323699001"}],"knowsAbout":["Endoscopy reporting software","Endoscopy reporting system","Endoscopy image capture system","Endoscopy image capture","Software for endoscopy","Endoscopy reports","Zscan Evo","Online report editor","Online medical reports","Medical reporting software","Report management system","Ultrasound reporting software",{"@type":"Thing","name":"DICOM","sameAs":"https:\/\/en.wikipedia.org\/wiki\/DICOM"},"DICOM converter","PACS","PACS and HIS integration"],"areaServed":["Brazil","Latin America","United States"],"additionalProperty":[{"@type":"PropertyValue","name":"Cl\u00ednicas e hospitais atendidos","value":"6000+"},{"@type":"PropertyValue","name":"Laudos criados","value":"2000000+"},{"@type":"PropertyValue","name":"Pa\u00edses atendidos","value":"20+"},{"@type":"PropertyValue","name":"No mercado desde","value":"2003"}],"award":["1\u00ba lugar no Pr\u00eamio da Sociedade Brasileira de Computa\u00e7\u00e3o (SBC), em 2026, com 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, co-desenvolvido pela Zscan em parceria com o CEIA\/AKCIT e a UFG."],"subjectOf":[{"@type":"MedicalScholarlyArticle","name":"Brazilian Contribution to Improve Real-World AI Applications in Colonoscopy","headline":"Brazilian Contribution to Improve Real-World AI Applications in Colonoscopy","url":"https:\/\/www.researchgate.net\/publication\/404539516_EP23_BRAZILIAN_CONTRIBUTION_TO_IMPROVE_REAL-WORLD_AI_APPLICATIONS_IN_COLONOSCOPY","sameAs":"https:\/\/www.researchgate.net\/publication\/404539516_EP23_BRAZILIAN_CONTRIBUTION_TO_IMPROVE_REAL-WORLD_AI_APPLICATIONS_IN_COLONOSCOPY","inLanguage":"en","about":"Pesquisa em intelig\u00eancia artificial para detec\u00e7\u00e3o de p\u00f3lipos em colonoscopia, desenvolvida em parceria com a Zscan, o CEIA\/UFG e a UTFPR.","author":[{"@type":"Person","name":"Mirela Rebou\u00e7as Fernandes de Lima"},{"@type":"Person","name":"Daniela Medeiros Milhomem Cardoso"},{"@type":"Person","name":"Juliana Wanderley Roosevelt Coutinho"},{"@type":"Person","name":"Ricardo Augusto Pereira Franco"},{"@type":"Person","name":"Sandro Luis Araujo Junior"},{"@type":"Person","name":"Michel Hanzen Scheeren"},{"@type":"Person","name":"Eduardo Mendes"},{"@type":"Person","name":"Pedro Luiz de Paula Filho"}],"isPartOf":{"@type":"Event","name":"Digestive Disease Week (DDW) 2026","startDate":"2026-05-02","endDate":"2026-05-05","location":{"@type":"Place","name":"Chicago, IL, Estados Unidos"}}},{"@type":"MedicalScholarlyArticle","name":"Methodology for Generating Medical Images Applied to the Generation of Synthetic Colon Polyps","headline":"Methodology for Generating Medical Images Applied to the Generation of Synthetic Colon Polyps","url":"https:\/\/doi.org\/10.1109\/EMBC58623.2025.11252832","sameAs":["https:\/\/doi.org\/10.1109\/EMBC58623.2025.11252832","https:\/\/pubmed.ncbi.nlm.nih.gov\/41336683\/"],"identifier":{"@type":"PropertyValue","propertyID":"DOI","value":"10.1109\/EMBC58623.2025.11252832"},"inLanguage":"en","datePublished":"2025-07","about":"Metodologia de gera\u00e7\u00e3o de imagens sint\u00e9ticas de p\u00f3lipos de c\u00f3lon para acelerar o treinamento de modelos de detec\u00e7\u00e3o colorretal, no \u00e2mbito da pesquisa em parceria entre a Zscan, o CEIA\/AKCIT e a UFG.","author":[{"@type":"Person","name":"Lucas L. Neves"},{"@type":"Person","name":"Andre C. Castro"},{"@type":"Person","name":"Alexandre A. Naves"},{"@type":"Person","name":"Heitor S. G. Paiva"},{"@type":"Person","name":"Ricardo A. P. Franco"},{"@type":"Person","name":"Alisson A. Cardoso"}],"isPartOf":{"@type":"Event","name":"47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2025)","startDate":"2025-07-14","endDate":"2025-07-17","location":{"@type":"Place","name":"Copenhagen, Dinamarca"}}}],"address":[{"@type":"PostalAddress","streetAddress":"Rua 14, 309, Conjunto Riviera","addressLocality":"Goi\u00e2nia","addressRegion":"GO","postalCode":"74730-250","addressCountry":"BR"},{"@type":"PostalAddress","streetAddress":"2400 Northwest 93rd Avenue, Suite 103","addressLocality":"Doral","addressRegion":"FL","postalCode":"33172","addressCountry":"US"}],"contactPoint":[{"@type":"ContactPoint","telephone":"+55-62-3273-8034","contactType":"sales","areaServed":["BR","LATAM"],"availableLanguage":["Portuguese","Spanish","English"]},{"@type":"ContactPoint","telephone":"+1-786-531-5072","contactType":"sales","areaServed":"US","availableLanguage":["English","Spanish","Portuguese"]}]}]}},"_links":{"self":[{"href":"https:\/\/zscansoftware.com\/en\/wp-json\/wp\/v2\/pages\/736","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/zscansoftware.com\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/zscansoftware.com\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/zscansoftware.com\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/zscansoftware.com\/en\/wp-json\/wp\/v2\/comments?post=736"}],"version-history":[{"count":18,"href":"https:\/\/zscansoftware.com\/en\/wp-json\/wp\/v2\/pages\/736\/revisions"}],"predecessor-version":[{"id":821,"href":"https:\/\/zscansoftware.com\/en\/wp-json\/wp\/v2\/pages\/736\/revisions\/821"}],"wp:attachment":[{"href":"https:\/\/zscansoftware.com\/en\/wp-json\/wp\/v2\/media?parent=736"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}