\u201cArtificial Intelligence in Drug Development: Prediction, Validation, and Translation of Biological Data.\u201d<\/em>\u00a0<\/p>\n\n\n\nHe discussed ongoing work within the Sonata project<\/strong>, which focuses on accelerating drug candidate selection using AI, particularly in the context of growing antibiotic resistance. Dr. Su\u0142ek also addressed the importance of explainability in AI models<\/strong> applied to medicinal chemistry, emphasizing the need for transparency in computational decision-making. By bridging fields such as AI, chemistry, and medicine, his presentation reinforced the importance of cross-disciplinary efforts in tackling complex healthcare challenges. <\/p>\n\n\n\n<\/div>\n\n\n\n
Cutting-Edge Lab Technology: National Premiere of STELLARIS CRS\u00a0<\/h2>\n\n\n\n
A key highlight of the event was the official launch of a new research laboratory equipped with Poland\u2019s first Leica STELLARIS CRS<\/strong> system. This state-of-the-art technology enables real-time chemical imaging<\/strong> of biological samples without the need for staining. <\/p>\n\n\n\nUsing advanced techniques such as Stimulated Raman Scattering (SRS)<\/strong> and Coherent Anti-Stokes Raman Scattering (CARS)<\/strong>, the system provides high-resolution, three-dimensional visualizations of cellular structures<\/strong> without fluorescent labeling. This breakthrough offers significant potential for more accurate, label-free, and personalized biological and medical research. <\/p>\n\n\n\n<\/div>\n\n\n\n
A Diverse Audience: Academia, Research, and Industry United\u00a0<\/h2>\n\n\n\n
The seminar brought together a broad spectrum of stakeholders, including representatives from top academic institutions such as Cracow University of Technology<\/strong>, Jagiellonian University<\/strong>, and AGH University of Krakow<\/strong>. Experts from the \u0141ukasiewicz Research Network<\/strong>, the Polish Academy of Sciences<\/strong>, and several industry leaders in advanced technologies and scientific instrumentation were also in attendance.\u00a0<\/p>\n\n\n\nNotable participants included WASKO<\/strong>, ALPBIS Group<\/strong>, KAWA.SKA Sp. z o.o.<\/strong> (supplier of research instrumentation), GRUPA KDM<\/strong>, and members of Sano Centre for Computational Medicine<\/strong>\u2014including not only Dr. Adam Su\u0142ek but also Tomasz Ko\u015bci\u00f3\u0142ek<\/a> (Research Team Leader, Structural and Functional Genomics Group) and Tomasz Guba\u0142a <\/a>(Research Support Manager).\u00a0<\/p>\n\n\n\n<\/p>\n","protected":false},"excerpt":"How is innovation reshaping modern medicine? At the \"(Bio)Medicine 4.0\" seminar, experts\u2014including Sano researchers\u2014explored the future of drug development and AI in healthcare","author":8,"featured_media":23816,"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-23815","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"yoast_head":"\n
Sano at (Bio)Medicine 4.0 - Seminar Highlights<\/title>\n<meta name=\"description\" content=\"How Artificial Intelligence and Computational Tools Drive Drug Discovery and Modern Therapies \u2013 Sano at (Bio)Medicine 4.0 in Krak\u00f3w.\" \/>\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-at-biomedicine-4-0-seminar-highlights\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Sano at (Bio)Medicine 4.0 - Seminar Highlights\" \/>\n<meta property=\"og:description\" content=\"How Artificial Intelligence and Computational Tools Drive Drug Discovery and Modern Therapies \u2013 Sano at (Bio)Medicine 4.0 in Krak\u00f3w.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/sano.science\/sano-at-biomedicine-4-0-seminar-highlights\/\" \/>\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=\"2025-05-22T14:41:54+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-05-22T14:43:32+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/sano.science\/wp-content\/uploads\/2025\/05\/Adam-Sulek-Sano-scaled.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1920\" \/>\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=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/sano.science\\\/sano-at-biomedicine-4-0-seminar-highlights\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/sano.science\\\/sano-at-biomedicine-4-0-seminar-highlights\\\/\"},\"author\":{\"name\":\"Sano\",\"@id\":\"https:\\\/\\\/sano.science\\\/#\\\/schema\\\/person\\\/561b69b48b6a8f7904aed06df5d03c98\"},\"headline\":\"Sano at (Bio)Medicine 4.0 – Seminar Highlights\",\"datePublished\":\"2025-05-22T14:41:54+00:00\",\"dateModified\":\"2025-05-22T14:43:32+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/sano.science\\\/sano-at-biomedicine-4-0-seminar-highlights\\\/\"},\"wordCount\":468,\"publisher\":{\"@id\":\"https:\\\/\\\/sano.science\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/sano.science\\\/sano-at-biomedicine-4-0-seminar-highlights\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/sano.science\\\/wp-content\\\/uploads\\\/2025\\\/05\\\/Adam-Sulek-Sano-scaled.jpg\",\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/sano.science\\\/sano-at-biomedicine-4-0-seminar-highlights\\\/\",\"url\":\"https:\\\/\\\/sano.science\\\/sano-at-biomedicine-4-0-seminar-highlights\\\/\",\"name\":\"Sano at (Bio)Medicine 4.0 - 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Organized by the Centre for Nature-Inspired Technologies, under the leadership of Dr. Barbara Pucelik and Director Miros\u0142awa Stelengowska, the event brought together leading researchers, industry professionals, and academic experts. <\/p>\n","innerContent":["\n<p class=\" eplus-wrapper\">On May 19, 2025, the \u0141ukasiewicz \u2013 Krakow Institute of Technology hosted a scientific seminar focused on the future of therapy and drug development in the era of emerging technologies. Organized by the Centre for Nature-Inspired Technologies, under the leadership of Dr. Barbara Pucelik and Director Miros\u0142awa Stelengowska, the event brought together leading researchers, industry professionals, and academic experts. <\/p>\n"]},{"blockName":"core\/spacer","attrs":{"height":"50px","epAnimationGeneratedClass":"edplus_anim-a4kIMY","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n","innerContent":["\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n"]},{"blockName":"core\/heading","attrs":{"epAnimationGeneratedClass":"edplus_anim-J3CuQz","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<h2 class=\"wp-block-heading eplus-wrapper\" id=\"h-bio-medicine-4-0-shaping-the-future-of-drug-research\"><strong>(Bio)Medicine 4.0: Shaping the Future of Drug Research\u00a0<\/strong><\/h2>\n","innerContent":["\n<h2 class=\"wp-block-heading eplus-wrapper\" id=\"h-bio-medicine-4-0-shaping-the-future-of-drug-research\"><strong>(Bio)Medicine 4.0: Shaping the Future of Drug Research\u00a0<\/strong><\/h2>\n"]},{"blockName":"core\/paragraph","attrs":{"epAnimationGeneratedClass":"edplus_anim-SwkH30","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<p class=\" eplus-wrapper\">The seminar, titled <strong>\u201c(Bio)Medicine 4.0: The Future of Drug Research and Development in the Era of Emerging Technologies,\u201d<\/strong> aimed to explore how cutting-edge innovations are transforming both clinical and laboratory practices. The program featured presentations on the intersection of artificial intelligence, data science, and personalized medicine\u2014highlighting how advanced computational tools are revolutionizing healthcare. <\/p>\n","innerContent":["\n<p class=\" eplus-wrapper\">The seminar, titled <strong>\u201c(Bio)Medicine 4.0: The Future of Drug Research and Development in the Era of Emerging Technologies,\u201d<\/strong> aimed to explore how cutting-edge innovations are transforming both clinical and laboratory practices. The program featured presentations on the intersection of artificial intelligence, data science, and personalized medicine\u2014highlighting how advanced computational tools are revolutionizing healthcare. <\/p>\n"]},{"blockName":"core\/spacer","attrs":{"height":"50px","epAnimationGeneratedClass":"edplus_anim-a4kIMY","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n","innerContent":["\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n"]},{"blockName":"core\/heading","attrs":{"epAnimationGeneratedClass":"edplus_anim-fK3Jox","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<h2 class=\"wp-block-heading eplus-wrapper\" id=\"h-ai-in-drug-development-insights-from-sano\"><strong>AI in Drug Development: Insights from Sano\u00a0<\/strong><\/h2>\n","innerContent":["\n<h2 class=\"wp-block-heading eplus-wrapper\" id=\"h-ai-in-drug-development-insights-from-sano\"><strong>AI in Drug Development: Insights from Sano\u00a0<\/strong><\/h2>\n"]},{"blockName":"core\/paragraph","attrs":{"epAnimationGeneratedClass":"edplus_anim-0HrkBA","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<p class=\" eplus-wrapper\">Dr. <a href=\"https:\/\/sano.science\/people\/adam-sulek\/\">Adam Su\u0142ek<\/a> from the Sano Centre for Computational Medicine joined the seminar as a representative of Sano, a research partner of \u0141ukasiewicz \u2013 KIT. As a postdoctoral researcher in the <strong>Structural and Functional Genomics Group<\/strong>, Dr. Su\u0142ek delivered a presentation titled <em>\u201cArtificial Intelligence in Drug Development: Prediction, Validation, and Translation of Biological Data.\u201d<\/em>\u00a0<\/p>\n","innerContent":["\n<p class=\" eplus-wrapper\">Dr. <a href=\"https:\/\/sano.science\/people\/adam-sulek\/\">Adam Su\u0142ek<\/a> from the Sano Centre for Computational Medicine joined the seminar as a representative of Sano, a research partner of \u0141ukasiewicz \u2013 KIT. As a postdoctoral researcher in the <strong>Structural and Functional Genomics Group<\/strong>, Dr. Su\u0142ek delivered a presentation titled <em>\u201cArtificial Intelligence in Drug Development: Prediction, Validation, and Translation of Biological Data.\u201d<\/em>\u00a0<\/p>\n"]},{"blockName":"core\/paragraph","attrs":{"epAnimationGeneratedClass":"edplus_anim-ggyQvl","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<p class=\" eplus-wrapper\">He discussed ongoing work within the <strong>Sonata project<\/strong>, which focuses on accelerating drug candidate selection using AI, particularly in the context of growing antibiotic resistance. Dr. Su\u0142ek also addressed the importance of <strong>explainability in AI models<\/strong> applied to medicinal chemistry, emphasizing the need for transparency in computational decision-making. By bridging fields such as AI, chemistry, and medicine, his presentation reinforced the importance of cross-disciplinary efforts in tackling complex healthcare challenges. <\/p>\n","innerContent":["\n<p class=\" eplus-wrapper\">He discussed ongoing work within the <strong>Sonata project<\/strong>, which focuses on accelerating drug candidate selection using AI, particularly in the context of growing antibiotic resistance. Dr. Su\u0142ek also addressed the importance of <strong>explainability in AI models<\/strong> applied to medicinal chemistry, emphasizing the need for transparency in computational decision-making. By bridging fields such as AI, chemistry, and medicine, his presentation reinforced the importance of cross-disciplinary efforts in tackling complex healthcare challenges. <\/p>\n"]},{"blockName":"core\/spacer","attrs":{"height":"50px","epAnimationGeneratedClass":"edplus_anim-a4kIMY","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n","innerContent":["\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n"]},{"blockName":"core\/heading","attrs":{"epAnimationGeneratedClass":"edplus_anim-8LvIJU","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<h2 class=\"wp-block-heading eplus-wrapper\" id=\"h-cutting-edge-lab-technology-national-premiere-of-stellaris-crs\">Cutting-Edge Lab Technology: National Premiere of STELLARIS CRS\u00a0<\/h2>\n","innerContent":["\n<h2 class=\"wp-block-heading eplus-wrapper\" id=\"h-cutting-edge-lab-technology-national-premiere-of-stellaris-crs\">Cutting-Edge Lab Technology: National Premiere of STELLARIS CRS\u00a0<\/h2>\n"]},{"blockName":"core\/paragraph","attrs":{"epAnimationGeneratedClass":"edplus_anim-TAyBMr","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<p class=\" eplus-wrapper\">A key highlight of the event was the official launch of a new research laboratory equipped with Poland\u2019s first <strong>Leica STELLARIS CRS<\/strong> system. This state-of-the-art technology enables <strong>real-time chemical imaging<\/strong> of biological samples without the need for staining. <\/p>\n","innerContent":["\n<p class=\" eplus-wrapper\">A key highlight of the event was the official launch of a new research laboratory equipped with Poland\u2019s first <strong>Leica STELLARIS CRS<\/strong> system. This state-of-the-art technology enables <strong>real-time chemical imaging<\/strong> of biological samples without the need for staining. <\/p>\n"]},{"blockName":"core\/paragraph","attrs":{"epAnimationGeneratedClass":"edplus_anim-QCmM6x","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<p class=\" eplus-wrapper\">Using advanced techniques such as <strong>Stimulated Raman Scattering (SRS)<\/strong> and <strong>Coherent Anti-Stokes Raman Scattering (CARS)<\/strong>, the system provides <strong>high-resolution, three-dimensional visualizations of cellular structures<\/strong> without fluorescent labeling. This breakthrough offers significant potential for more accurate, label-free, and personalized biological and medical research. <\/p>\n","innerContent":["\n<p class=\" eplus-wrapper\">Using advanced techniques such as <strong>Stimulated Raman Scattering (SRS)<\/strong> and <strong>Coherent Anti-Stokes Raman Scattering (CARS)<\/strong>, the system provides <strong>high-resolution, three-dimensional visualizations of cellular structures<\/strong> without fluorescent labeling. This breakthrough offers significant potential for more accurate, label-free, and personalized biological and medical research. <\/p>\n"]},{"blockName":"core\/spacer","attrs":{"height":"50px","epAnimationGeneratedClass":"edplus_anim-a4kIMY","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n","innerContent":["\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n"]},{"blockName":"core\/heading","attrs":{"epAnimationGeneratedClass":"edplus_anim-ZhAvC4","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<h2 class=\"wp-block-heading eplus-wrapper\" id=\"h-a-diverse-audience-academia-research-and-industry-united\">A Diverse Audience: Academia, Research, and Industry United\u00a0<\/h2>\n","innerContent":["\n<h2 class=\"wp-block-heading eplus-wrapper\" id=\"h-a-diverse-audience-academia-research-and-industry-united\">A Diverse Audience: Academia, Research, and Industry United\u00a0<\/h2>\n"]},{"blockName":"core\/paragraph","attrs":{"epAnimationGeneratedClass":"edplus_anim-sGoqaw","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<p class=\" eplus-wrapper\">The seminar brought together a broad spectrum of stakeholders, including representatives from top academic institutions such as <strong>Cracow University of Technology<\/strong>, <strong>Jagiellonian University<\/strong>, and <strong>AGH University of Krakow<\/strong>. Experts from the <strong>\u0141ukasiewicz Research Network<\/strong>, the <strong>Polish Academy of Sciences<\/strong>, and several industry leaders in advanced technologies and scientific instrumentation were also in attendance.\u00a0<\/p>\n","innerContent":["\n<p class=\" eplus-wrapper\">The seminar brought together a broad spectrum of stakeholders, including representatives from top academic institutions such as <strong>Cracow University of Technology<\/strong>, <strong>Jagiellonian University<\/strong>, and <strong>AGH University of Krakow<\/strong>. Experts from the <strong>\u0141ukasiewicz Research Network<\/strong>, the <strong>Polish Academy of Sciences<\/strong>, and several industry leaders in advanced technologies and scientific instrumentation were also in attendance.\u00a0<\/p>\n"]},{"blockName":"core\/paragraph","attrs":{"epAnimationGeneratedClass":"edplus_anim-tOF1gy","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<p class=\" eplus-wrapper\">Notable participants included <strong>WASKO<\/strong>, <strong>ALPBIS Group<\/strong>, <strong>KAWA.SKA Sp. z o.o.<\/strong> (supplier of research instrumentation), <strong>GRUPA KDM<\/strong>, and members of <strong>Sano Centre for Computational Medicine<\/strong>\u2014including not only Dr. Adam Su\u0142ek but also <a href=\"https:\/\/sano.science\/people\/tomasz-kosciolek\/\">Tomasz Ko\u015bci\u00f3\u0142ek<\/a> (Research Team Leader, Structural and Functional Genomics Group) and <a href=\"https:\/\/sano.science\/people\/tomasz-gubala\/\">Tomasz Guba\u0142a <\/a>(Research Support Manager).\u00a0<\/p>\n","innerContent":["\n<p class=\" eplus-wrapper\">Notable participants included <strong>WASKO<\/strong>, <strong>ALPBIS Group<\/strong>, <strong>KAWA.SKA Sp. z o.o.<\/strong> (supplier of research instrumentation), <strong>GRUPA KDM<\/strong>, and members of <strong>Sano Centre for Computational Medicine<\/strong>\u2014including not only Dr. Adam Su\u0142ek but also <a href=\"https:\/\/sano.science\/people\/tomasz-kosciolek\/\">Tomasz Ko\u015bci\u00f3\u0142ek<\/a> (Research Team Leader, Structural and Functional Genomics Group) and <a href=\"https:\/\/sano.science\/people\/tomasz-gubala\/\">Tomasz Guba\u0142a <\/a>(Research Support Manager).\u00a0<\/p>\n"]},{"blockName":"core\/paragraph","attrs":{"epAnimationGeneratedClass":"edplus_anim-j6n040","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<p class=\" eplus-wrapper\"><\/p>\n","innerContent":["\n<p class=\" eplus-wrapper\"><\/p>\n"]}],"meta_data":{"has_thumbnail_pattern":false,"share_on_social_media":{"has_social_media":true}},"featured_image":{"url":"https:\/\/sano.science\/wp-content\/uploads\/2025\/05\/Adam-Sulek-Sano-1024x768.jpg"},"main_category":{"name":"Uncategorized"},"prev_page":{"slug":"sano-at-ccgrid2025-serverless-computing-for-bioinformatics"},"next_page":{"slug":"sano-at-the-copernicus-festival-2025"},"_links":{"self":[{"href":"https:\/\/sano.science\/index.php\/wp-json\/wp\/v2\/posts\/23815","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sano.science\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sano.science\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sano.science\/index.php\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/sano.science\/index.php\/wp-json\/wp\/v2\/comments?post=23815"}],"version-history":[{"count":7,"href":"https:\/\/sano.science\/index.php\/wp-json\/wp\/v2\/posts\/23815\/revisions"}],"predecessor-version":[{"id":23823,"href":"https:\/\/sano.science\/index.php\/wp-json\/wp\/v2\/posts\/23815\/revisions\/23823"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/sano.science\/index.php\/wp-json\/wp\/v2\/media\/23816"}],"wp:attachment":[{"href":"https:\/\/sano.science\/index.php\/wp-json\/wp\/v2\/media?parent=23815"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sano.science\/index.php\/wp-json\/wp\/v2\/categories?post=23815"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sano.science\/index.php\/wp-json\/wp\/v2\/tags?post=23815"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}