{"id":23492,"date":"2025-03-31T19:17:09","date_gmt":"2025-03-31T17:17:09","guid":{"rendered":"https:\/\/sano.science\/?p=23492"},"modified":"2025-05-27T11:03:34","modified_gmt":"2025-05-27T09:03:34","slug":"sano-showcases-simuscope-at-wacv-2025-advancing-synthetic-endoscopic-data-generation","status":"publish","type":"post","link":"https:\/\/sano.science\/sano-showcases-simuscope-at-wacv-2025-advancing-synthetic-endoscopic-data-generation\/","title":{"rendered":"Sano Showcases SimuScope at WACV 2025 \u2013  Advancing Synthetic Endoscopic Data Generation"},"content":{"rendered":"\n<h2 class=\"wp-block-heading eplus-wrapper\" id=\"h-polish-innovation-on-the-global-computer-vision-stage\">Polish Innovation on the Global Computer Vision Stage<\/h2>\n\n\n\n<p class=\" eplus-wrapper\">Researchers from the Sano Centre for Computational Medicine, Joanna Kaleta and Sabina Martyniak, represented their team at the prestigious IEEE\/CVF Winter Conference on Applications of Computer Vision (WACV) 2025. The event took place in Tucson, Arizona, and gathered leading experts in AI and image analysis.<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading eplus-wrapper\" id=\"h-simuscope-advancing-medical-ai-with-realistic-synthetic-data\">SimuScope: Advancing Medical AI with Realistic Synthetic Data<\/h2>\n\n\n\n<p class=\" eplus-wrapper\">The team presented their poster titled <strong>\u201cSimuScope: Realistic Endoscopic Synthetic Dataset Generation through Surgical Simulation and Diffusion Models\u201d<\/strong>, which highlights a new method for producing synthetic medical imaging data. The research was conducted by Sabina Martyniak, Joanna Kaleta, Micha\u0142 Naskr\u0119t, Szymon P\u0142otka, and Przemys\u0142aw Korzeniowski (the head of Sano\u2019s Medical Imaging and Robotics group) and Diego Dall&#8217;Alba.<\/p>\n\n\n\n<p class=\" eplus-wrapper\">SimuScope addresses a pressing challenge in medical AI: the limited availability of high-quality, annotated endoscopic data. By combining surgical simulations with advanced diffusion models, the system creates realistic datasets that can be used for training and validating machine learning algorithms.<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large eplus-wrapper\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"512\" src=\"https:\/\/sano.science\/wp-content\/uploads\/2025\/04\/poster_SimuScope-Realistic-Endoscopic-Synthetic-Dataset-Generation-through-Surgical-Simulation-and-Diffusion-Models-1024x512.jpg\" alt=\"\" class=\"wp-image-23496\" srcset=\"https:\/\/sano.science\/wp-content\/uploads\/2025\/04\/poster_SimuScope-Realistic-Endoscopic-Synthetic-Dataset-Generation-through-Surgical-Simulation-and-Diffusion-Models-1024x512.jpg 1024w, https:\/\/sano.science\/wp-content\/uploads\/2025\/04\/poster_SimuScope-Realistic-Endoscopic-Synthetic-Dataset-Generation-through-Surgical-Simulation-and-Diffusion-Models-300x150.jpg 300w, https:\/\/sano.science\/wp-content\/uploads\/2025\/04\/poster_SimuScope-Realistic-Endoscopic-Synthetic-Dataset-Generation-through-Surgical-Simulation-and-Diffusion-Models-768x384.jpg 768w, https:\/\/sano.science\/wp-content\/uploads\/2025\/04\/poster_SimuScope-Realistic-Endoscopic-Synthetic-Dataset-Generation-through-Surgical-Simulation-and-Diffusion-Models.jpg 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading eplus-wrapper\" id=\"h-open-access-to-data-code-and-methods\">Open Access to Data, Code, and Methods<\/h2>\n\n\n\n<p class=\" eplus-wrapper\">Whether you&#8217;re a scientist, developer, or simply curious about the future of computational medicine, SimuScope offers a comprehensive set of resources to explore:<\/p>\n\n\n<ul class=\"wp-block-list eplus-wrapper eplus-styles-uid-71d9f3\">\n<li class=\" eplus-wrapper\">A peer-reviewed paper detailing the methodology and findings,<\/li>\n\n\n\n<li class=\" eplus-wrapper\">Open-source code available for adaptation and testing,<\/li>\n\n\n\n<li class=\" eplus-wrapper\">A realistic synthetic endoscopic dataset ready for experiments and benchmarking.<\/li>\n<\/ul>\n\n\n<p class=\" eplus-wrapper\">Explore, test, and build on top of this work \u2013 it\u2019s all publicly available:<\/p>\n\n\n<ul class=\"wp-block-list eplus-wrapper eplus-styles-uid-95dc32\">\n<li class=\" eplus-wrapper\"><a class=\"\" href=\"https:\/\/arxiv.org\/abs\/2412.02332\">Read the paper on arXiv<\/a><\/li>\n\n\n\n<li class=\" eplus-wrapper\"><a class=\"\" href=\"https:\/\/github.com\/SanoScience\/SimuScope\">Access the GitHub repository<\/a><\/li>\n<\/ul>","protected":false},"excerpt":"Polish Innovation on the Global Computer Vision Stage Researchers from the Sano Centre for Computational Medicine, Joanna Kaleta and Sabina Martyniak, represented their team at the prestigious IEEE\/CVF Winter Conference on Applications of Computer Vision (WACV) 2025. The event took place in Tucson, Arizona, and gathered leading experts in AI and image analysis. SimuScope: Advancing [&hellip;]","author":8,"featured_media":23495,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"editor_plus_post_options":"{}","editor_plus_copied_stylings":"{}","footnotes":""},"categories":[1],"tags":[],"class_list":["post-23492","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.5 (Yoast SEO v27.5) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Sano Showcases SimuScope at WACV 2025 \u2013 Advancing Synthetic Endoscopic Data Generation - Centre for Computational Personalized Medicine<\/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:\/\/sano.science\/sano-showcases-simuscope-at-wacv-2025-advancing-synthetic-endoscopic-data-generation\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Sano Showcases SimuScope at WACV 2025 \u2013 Advancing Synthetic Endoscopic Data Generation\" \/>\n<meta property=\"og:description\" content=\"Polish Innovation on the Global Computer Vision Stage Researchers from the Sano Centre for Computational Medicine, Joanna Kaleta and Sabina Martyniak, represented their team at the prestigious IEEE\/CVF Winter Conference on Applications of Computer Vision (WACV) 2025. The event took place in Tucson, Arizona, and gathered leading experts in AI and image analysis. SimuScope: Advancing [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/sano.science\/sano-showcases-simuscope-at-wacv-2025-advancing-synthetic-endoscopic-data-generation\/\" \/>\n<meta property=\"og:site_name\" content=\"Centre for Computational Personalized Medicine\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/sano.science\/\" \/>\n<meta property=\"article:published_time\" content=\"2025-03-31T17:17:09+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-05-27T09:03:34+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/sano.science\/wp-content\/uploads\/2025\/04\/Joanna-Kaleta-and-Sabina-Martyniak.jpeg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"900\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Sano\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@sanoscience\" \/>\n<meta name=\"twitter:site\" content=\"@sanoscience\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Sano\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/sano.science\\\/sano-showcases-simuscope-at-wacv-2025-advancing-synthetic-endoscopic-data-generation\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/sano.science\\\/sano-showcases-simuscope-at-wacv-2025-advancing-synthetic-endoscopic-data-generation\\\/\"},\"author\":{\"name\":\"Sano\",\"@id\":\"https:\\\/\\\/sano.science\\\/#\\\/schema\\\/person\\\/561b69b48b6a8f7904aed06df5d03c98\"},\"headline\":\"Sano Showcases SimuScope at WACV 2025 \u2013 Advancing Synthetic Endoscopic Data Generation\",\"datePublished\":\"2025-03-31T17:17:09+00:00\",\"dateModified\":\"2025-05-27T09:03:34+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/sano.science\\\/sano-showcases-simuscope-at-wacv-2025-advancing-synthetic-endoscopic-data-generation\\\/\"},\"wordCount\":252,\"publisher\":{\"@id\":\"https:\\\/\\\/sano.science\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/sano.science\\\/sano-showcases-simuscope-at-wacv-2025-advancing-synthetic-endoscopic-data-generation\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/sano.science\\\/wp-content\\\/uploads\\\/2025\\\/04\\\/Joanna-Kaleta-and-Sabina-Martyniak.jpeg\",\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/sano.science\\\/sano-showcases-simuscope-at-wacv-2025-advancing-synthetic-endoscopic-data-generation\\\/\",\"url\":\"https:\\\/\\\/sano.science\\\/sano-showcases-simuscope-at-wacv-2025-advancing-synthetic-endoscopic-data-generation\\\/\",\"name\":\"Sano Showcases SimuScope at WACV 2025 \u2013 Advancing Synthetic Endoscopic Data Generation - 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The research was conducted by Sabina Martyniak, Joanna Kaleta, Micha\u0142 Naskr\u0119t, Szymon P\u0142otka, and Przemys\u0142aw Korzeniowski (the head of Sano\u2019s Medical Imaging and Robotics group) and Diego Dall'Alba.<\/p>\n","innerContent":["\n<p class=\" eplus-wrapper\">The team presented their poster titled <strong>\u201cSimuScope: Realistic Endoscopic Synthetic Dataset Generation through Surgical Simulation and Diffusion Models\u201d<\/strong>, which highlights a new method for producing synthetic medical imaging data. The research was conducted by Sabina Martyniak, Joanna Kaleta, Micha\u0142 Naskr\u0119t, Szymon P\u0142otka, and Przemys\u0142aw Korzeniowski (the head of Sano\u2019s Medical Imaging and Robotics group) and Diego Dall'Alba.<\/p>\n"]},{"blockName":"core\/paragraph","attrs":{"epAnimationGeneratedClass":"edplus_anim-RyBNAZ","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<p class=\" eplus-wrapper\">SimuScope addresses a pressing challenge in medical AI: the limited availability of high-quality, annotated endoscopic data. By combining surgical simulations with advanced diffusion models, the system creates realistic datasets that can be used for training and validating machine learning algorithms.<\/p>\n","innerContent":["\n<p class=\" eplus-wrapper\">SimuScope addresses a pressing challenge in medical AI: the limited availability of high-quality, annotated endoscopic data. 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class=\" eplus-wrapper\">A peer-reviewed paper detailing the methodology and findings,<\/li>\n","innerContent":["\n<li class=\" eplus-wrapper\">A peer-reviewed paper detailing the methodology and findings,<\/li>\n"]},{"blockName":"core\/list-item","attrs":{"epAnimationGeneratedClass":"edplus_anim-nq3r9w","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<li class=\" eplus-wrapper\">Open-source code available for adaptation and testing,<\/li>\n","innerContent":["\n<li class=\" eplus-wrapper\">Open-source code available for adaptation and testing,<\/li>\n"]},{"blockName":"core\/list-item","attrs":{"epAnimationGeneratedClass":"edplus_anim-bmysKs","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<li class=\" eplus-wrapper\">A realistic synthetic endoscopic dataset ready for experiments and benchmarking.<\/li>\n","innerContent":["\n<li class=\" eplus-wrapper\">A realistic synthetic endoscopic dataset ready for experiments and 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