{"id":74329,"date":"2025-04-23T11:42:20","date_gmt":"2025-04-23T09:42:20","guid":{"rendered":"https:\/\/www.embl.org\/news\/?p=74329"},"modified":"2025-09-04T11:09:09","modified_gmt":"2025-09-04T09:09:09","slug":"embl-partnership-conference-explores-ai-in-one-health","status":"publish","type":"post","link":"https:\/\/www.embl.org\/news\/connections\/embl-partnership-conference-explores-ai-in-one-health\/","title":{"rendered":"EMBL Partnership Conference explores AI in One Health"},"content":{"rendered":"\n<p>Recent advancements in AI are revolutionising life sciences, offering new possibilities across research disciplines. The fifth EMBL Partnership Conference brought together participants from EMBL and its partner institutions to explore how AI can drive innovation in One Health \u2013 a concept that bridges biomedical research across fields.<\/p>\n\n\n\n<p>Over three days, experts delved into AI\u2019s transformative role in three key areas: molecular medicine and precision health, genetics and genomics, and technology and imaging. Organised by scientists from EMBL, the <a href=\"https:\/\/www.umu.se\/en\/mims\/\" target=\"_blank\" rel=\"noreferrer noopener\">Laboratory for Molecular Infection Medicine Sweden (MIMS)<\/a>, <a href=\"https:\/\/www.uib.no\/en\/michaelsarscentre\" target=\"_blank\" rel=\"noreferrer noopener\">Michael Sars Centre<\/a>, <a href=\"https:\/\/www.gmc.vu.lt\/en\/\" target=\"_blank\" rel=\"noreferrer noopener\">Vilnius University Life Sciences Center<\/a>, and <a href=\"https:\/\/www.emblaustralia.org\/\" target=\"_blank\" rel=\"noreferrer noopener\">EMBL Australia<\/a>, the event fostered discussions on cutting-edge research and future directions.<\/p>\n\n\n\n<p>Jan Korbel, Interim Head of EMBL Heidelberg and <a href=\"https:\/\/www.embl.org\/about\/info\/mmpu\/\" target=\"_blank\" rel=\"noreferrer noopener\">MMPU<\/a> group leader, opened the conference, followed by a keynote by Giorgio Metta from the Italian Institute of Technology on AI for RNA Interactions, disease prediction, and therapeutic design. Beyond presentations, the event provided a platform for networking and new collaborations, including a dedicated Young Investigators Meeting, where predocs and postdocs exchanged ideas and built connections for future research.<\/p>\n\n\n\n<p>Participants from various institutes offered insights into AI\u2019s role in transforming human health, research, and collaboration:<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"a1\">A platform for sharing knowledge<\/h2>\n\n\n\n<p>EMBL holds a partnership conference every 3 years to encourage interactions with and across its partnership network.<\/p>\n\n\n\n<p>\u201cThe conference is organised by EMBL\u2019s International Relations in close collaboration with scientific experts from EMBL and the partner institutes.\u201d said Plamena Markova, EMBL Chief of International Relations. \u201cThe conference focus changes each time; however, the key objective is to pool the complementary expertise of all partners around a topic of common interest and explore it in a way that ultimately leads to new ideas and joint scientific projects.\u201d<\/p>\n\n\n\n<p>\u201cThis partnership meeting is fantastic for taking stock of all ongoing within the partnerships,\u201d said Oliver Billker, Director of the <a href=\"https:\/\/www.umu.se\/en\/mims\/\" target=\"_blank\" rel=\"noreferrer noopener\">Laboratory for Molecular Infection Medicine Sweden (MIMS)<\/a> and a conference organiser. \u201cI see AI as a unifying factor at the moment that brings our thinking together. Although our different [Nordic EMBL] partnership institutes have completely different foci within molecular medicine, we are all to different degrees now asking ourselves how we can apply AI.\u201d<\/p>\n\n\n\n<p>This view is shared by other participants, among them, Karri L\u00e4ms\u00e4, core group leader at the <a href=\"https:\/\/www.hcemm.eu\/\" target=\"_blank\" rel=\"noreferrer noopener\">Hungarian Centre of Excellence for Molecular Medicine (HCEMM)<\/a>. \u201cThe talks are fantastic. They always represent the crest of the wave,\u201d L\u00e4ms\u00e4 said. \u201cThe individual lectures are thoughtfully picked up to represent various different fields, and they all represent the latest developments.\u201d<\/p>\n\n\n\n<div class=\"vf-grid | vf-grid__col-2\"><div><!--[vf\/content]-->\n<div class=\"vf-content\">\n\n<p>\u201cI&#8217;m realising that AI is the future, so I think it&#8217;s really important to get more knowledge about it. I was happy that I was able to understand most of the talks and get some ideas for my project,\u201d said Amanda Mu\u00f1oz Juan, a <a href=\"https:\/\/projects.au.dk\/nordic-embl-partnership\/collaborations\/nordforsk-norpod-postdoctoral-programme\" target=\"_blank\" rel=\"noreferrer noopener\">NORPOD<\/a> postdoc at the <a href=\"https:\/\/dandrite.au.dk\/\" target=\"_blank\" rel=\"noreferrer noopener\">Danish Research Institute of Translational Neuroscience (DANDRITE)<\/a> and MIMS. She was also glad to finally connect with her Swedish research group. \u201cHere, I had the opportunity to meet them in person and talk about the project, present what I\u2019ll do in these two and a half years, and get new ideas and feedback on which experiments will be best for me.\u201d<\/p>\n\n<\/div>\n<\/div>\n\n\n<div><!--[vf\/content]-->\n<div class=\"vf-content\">\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<blockquote class=\"vf-blockquote | vf-u-margin__bottom--600 vf-u-margin__top--600\">\n  <div>\n    <div>\n      I&#8217;m realising that AI is the future, so I think it&#8217;s really important to get more knowledge about it.    <\/div>\n    \n          <footer class=\"vf-u-margin__top--600\">\n              <a href=\"https:\/\/dandrite.au.dk\/display\/artikel\/welcome-to-norpod-postdoc-amanda-munoz-juan\" class=\"vf-blockquote_author__link\">\n      \n      <div class=\"vf-blockquote_author\">\n        Amanda Mu\u00f1oz Juan, DANDRITE      <\/div>\n\n              <\/a>\n      \n      <div class=\"vf-blockquote_author__details\"><\/div>\n    <\/footer>\n      <\/div>\n<\/blockquote>\n\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<p>Also, R\u016bta Matulevi\u010di\u016bt\u0117, predoc at the <a href=\"https:\/\/www.gmc.vu.lt\/en\/\" target=\"_blank\" rel=\"noreferrer noopener\">Vilnius University Life Sciences Centre (VU LSC)<\/a>, was drawn to the conference because of its focus on AI. \u201cThis is a big topic at the moment to consider. Since I&#8217;m just beginning my PhD studies, I&#8217;m still exploring a lot of ideas on what methods I could use, in what direction I could go.\u201d<\/p>\n\n\n\n<p>Matulevi\u010di\u016bt\u0117 was also an organiser of the conference\u2019s Young Investigator Meeting. \u201cIt was really interesting to collaborate with people from different partnership institutes for around half a year before the conference. It was a lot of writing and communicating, talking with them. So, I developed a lot of soft skills during that time.\u201d<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"a2\">New frontiers for AI in life sciences<\/h2>\n\n\n\n<p>The participants shared excitement about the new possibilities AI offers in analysing large, complex datasets.<\/p>\n\n\n\n<p>\u201cAI has shown that there are certain types of research data that it is pretty good at analysing,\u201d said Samuli Ripatti, director of the <a href=\"https:\/\/www.helsinki.fi\/en\/hilife-helsinki-institute-life-science\/units\/fimm\" target=\"_blank\" rel=\"noreferrer noopener\">Institute for Molecular Medicine Finland (FIMM)<\/a>. \u201cBehind many of these ideas are the large language models currently. I think, in the short term, applying these existing tools or tweaking them a bit to apply to medically relevant questions is something that&#8217;s probably going to teach us a lot about how those tools work overall and their real potential.\u201d<\/p>\n\n\n\n<p>Anticipation is building also around using AI to integrate diverse data types, such as omics and imaging, to create 3D models of the cell and the processes within it.<\/p>\n\n\n\n<div class=\"vf-grid | vf-grid__col-2\"><div><!--[vf\/content]-->\n<div class=\"vf-content\">\n\n<div style=\"height:5px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<blockquote class=\"vf-blockquote | vf-u-margin__bottom--600 vf-u-margin__top--600\">\n  <div>\n    <div>\n      I think in the future, AI will be able to predict, by looking at the transcriptomics and proteomics, what the cell looks like.    <\/div>\n    \n          <footer class=\"vf-u-margin__top--600\">\n              <a href=\"https:\/\/www.umu.se\/en\/research\/groups\/linda-sandblad\/\" class=\"vf-blockquote_author__link\">\n      \n      <div class=\"vf-blockquote_author\">\n        Linda Sandblad, MIMS      <\/div>\n\n              <\/a>\n      \n      <div class=\"vf-blockquote_author__details\"><\/div>\n    <\/footer>\n      <\/div>\n<\/blockquote>\n\n<\/div>\n<\/div>\n\n\n<div><!--[vf\/content]-->\n<div class=\"vf-content\">\n\n<p>Linda Sandblad, <a href=\"https:\/\/www.umu.se\/en\/mims\/\" target=\"_blank\" rel=\"noreferrer noopener\">MIMS<\/a> team leader and director of Ume\u00e5 Centre for Electron Microscopy, envisions great potential in combining omics and imaging data databases to model the cell in 3D. \u201cI think in the future, AI will be able to predict, by looking at the transcriptomics and proteomics, what the cell looks like. Or, when you see what the cell looks like, use AI to identify its proteomics or metabolomics features. That could even be used in the future in a diagnostic way.\u201d<\/p>\n\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"a3\">AI challenges: common ground across disciplines<\/h2>\n\n\n\n<p>Despite its transformative potential, applying AI in life sciences poses several challenges.<\/p>\n\n\n\n<p>Eduardo Eyras, <a href=\"https:\/\/www.emblaustralia.org\/\" target=\"_blank\" rel=\"noreferrer noopener\">EMBL Australia<\/a> Group Leader at the Australian National University, develops methods using AI and machine learning and is keen to help others apply them in their work. \u201cThis is a great conference for that purpose. You meet people trying to solve completely different problems. And we run into the same problems, either technological or theory problems, to solve with different data sets.\u201d<\/p>\n\n\n\n<div class=\"vf-grid | vf-grid__col-2\"><div><!--[vf\/content]-->\n<div class=\"vf-content\">\n\n<p>One such shared problem is AI hallucinations. Eyras stressed the need for affordable ways to validate AI predictions and feed the results back into the model to improve reliability. However, there are roadblocks. \u201cIn many areas, I don\u2019t think we have enough data to make these models reliable enough. We probably need to define how much data and which data we need.\u201d This may involve not just adding more data, but being strategic in collecting data \u2013 such as from missing clades, rare cell types, or underrepresented populations.<\/p>\n\n<\/div>\n<\/div>\n\n\n<div><!--[vf\/content]-->\n<div class=\"vf-content\">\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<blockquote class=\"vf-blockquote | vf-u-margin__bottom--600 vf-u-margin__top--600\">\n  <div>\n    <div>\n      We run into the same problems, either technological or theory problems, to solve with different data sets.    <\/div>\n    \n          <footer class=\"vf-u-margin__top--600\">\n              <a href=\"https:\/\/www.emblaustralia.org\/our-people\/eduardo-eyras\/\" class=\"vf-blockquote_author__link\">\n      \n      <div class=\"vf-blockquote_author\">\n        Eduardo Eyras, EMBL Australia      <\/div>\n\n              <\/a>\n      \n      <div class=\"vf-blockquote_author__details\"><\/div>\n    <\/footer>\n      <\/div>\n<\/blockquote>\n\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<p>Magdalena Szponar, predoc at the <a href=\"https:\/\/nencki.edu.pl\/\" target=\"_blank\" rel=\"noreferrer noopener\">Nencki Institute<\/a> in Poland, works with EEG data, which comes with its own set of hurdles. \u201cIn machine learning, a big problem is generalisation \u2013 a model that works for one kind of data does not always work for other kinds of data. EEG data are very dependent on the protocol of recording, like the clinical parameters, etc. So even [for data collected] at different institutions, we are not sure if it would work. But we are in progress of investigating that.\u201d<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"a4\">Unlocking AI\u2019s potential through collaboration across countries and disciplines<\/h2>\n\n\n\n<p>According to several participants, interdisciplinary collaboration is the way forward to overcome challenges and advance the applications of AI in life sciences in Europe.<\/p>\n\n\n\n<p>For Anna Ferraioli, postdoc at the <a href=\"https:\/\/www.google.com\/url?sa=t&amp;source=web&amp;rct=j&amp;opi=89978449&amp;url=https:\/\/www.uib.no\/en\/michaelsarscentre&amp;ved=2ahUKEwi51YLXitqMAxW_RPEDHY61N2sQFnoECD0QAQ&amp;usg=AOvVaw1b8STdUigtC_3zaL6wIlGd\" target=\"_blank\" rel=\"noreferrer noopener\">Michael Sars Centre<\/a> in Norway, exchanging experiences on applying AI tools is key. \u201cThe number of [biologists] that can use AI effectively [and independently] is still very low. I think common application knowledge is fundamental because if you know what you can do, then you know how AI can be useful for your research. Talking to people here, I gained a bit of insight on how and where to start, what to do with tools, or what to do better. That&#8217;s been very useful.\u201d<\/p>\n\n\n\n<div class=\"vf-grid | vf-grid__col-2\"><div><!--[vf\/content]-->\n<div class=\"vf-content\">\n\n<blockquote class=\"vf-blockquote | vf-u-margin__bottom--600 vf-u-margin__top--600\">\n  <div>\n    <div>\n      I think true collaboration means you actually get together, and use each other&#8217;s expertise to achieve something more \u2013 one plus one equals three.    <\/div>\n    \n          <footer class=\"vf-u-margin__top--600\">\n              <a href=\"https:\/\/www.hubrecht.eu\/geert-kops-new-director-of-hubrecht-institute\/\" class=\"vf-blockquote_author__link\">\n      \n      <div class=\"vf-blockquote_author\">\n        Geert Kops, Hubrecht Institute      <\/div>\n\n              <\/a>\n      \n      <div class=\"vf-blockquote_author__details\"><\/div>\n    <\/footer>\n      <\/div>\n<\/blockquote>\n\n<\/div>\n<\/div>\n\n\n<div><!--[vf\/content]-->\n<div class=\"vf-content\">\n\n<p>Damla \u00d6vek Baydar, postdoc at the <a href=\"https:\/\/www.med.uio.no\/ncmbm\/english\/\" target=\"_blank\" rel=\"noreferrer noopener\">Norwegian Centre for Molecular Biosciences and Medicine (NCMBM)<\/a>, values the collaboration between experimental and computational scientists. \u201cThis way you can overcome many technical difficulties and make sure that AI models actually make sense in the real world. I think collaborating across disciplines and across countries is very important because we are trying to solve really important health-related issues, so they can have an impact on many people&#8217;s lives.\u201d<\/p>\n\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<p>David Brena, a scientific project manager at the <a href=\"https:\/\/www.crg.eu\/en\" target=\"_blank\" rel=\"noreferrer noopener\">Centre for Genomic Regulation<\/a> in Spain, sees AI as a transversal tool benefiting both its developers and the wider life sciences community. \u201cIt&#8217;s a feedback loop in between the people that generate the data and those who consider how to make the data FAIR \u2013 findable, accessible, interpretable, and reproducible \u2013 and also how they can feed the ecosystem with bigger questions. I think this is also a way to connect planetary biology with human health and the One Health approach. EMBL makes this ecosystem out of many different inputs by connecting very different fields.\u201d<\/p>\n\n\n\n<p>Geert Kops, director of the <a href=\"https:\/\/www.hubrecht.eu\/\" target=\"_blank\" rel=\"noreferrer noopener\">Hubrecht Institute<\/a> in the Netherlands, stressed the role of collaboration to advance AI in European life sciences. \u201cI think true collaboration means you actually get together, and you use each other&#8217;s expertise to achieve something more \u2013 one plus one equals three. Europe is an amazing place for science. There are many places with unique expertise. I think EMBL has a central role there, because it&#8217;s a Europe-wide institute with a mission across all its Member States. So, if anybody can do it, EMBL can do it.\u201d<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Fifth EMBL Partnership Conference brings together participants from EMBL and partner institutions to explore how AI can drive innovation in One Health. Conference participants discussed opportunities and challenges in advancing AI in life sciences and the role collaboration.<\/p>\n","protected":false},"author":96,"featured_media":74331,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[17595],"tags":[4718,902,847,4684,19489,19497,750,43,19499,12754,809,19491,19495,1924,19493,19487,110,11062,25,19485],"embl_taxonomy":[1802,4798,1808],"class_list":["post-74329","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-connections","tag-artificial-intelligence","tag-australia","tag-conference","tag-crg","tag-dandrite","tag-fimm","tag-hcemm","tag-heidelberg","tag-hubrecht-institute","tag-international-collaboration","tag-international-relations","tag-michael-sars-centre","tag-mims","tag-mmpu","tag-ncmbm","tag-nencki-institute","tag-nordic-embl-partnership","tag-one-health","tag-partnerships","tag-vilnius-university-life-sciences-center","embl_taxonomy-institutional-collaborations","embl_taxonomy-international-relations","embl_taxonomy-partnerships"],"acf":{"vfwp-news_embl_taxonomy":[4798,1808,1802],"featured":true,"show_featured_image":false,"field_target_display":"embl","field_article_language":{"value":"english","label":"English"},"article_intro":"<p>Scientific representatives from across Europe and beyond discuss potential of AI in life sciences<\/p>\n","related_links":[{"link_description":"5th Partnership Conference webpage","link_url":"https:\/\/www.embl.org\/about\/info\/course-and-conference-office\/events\/tme25-01\/#vf-tabs__section-overview"},{"link_description":"AI at EMBL","link_url":"https:\/\/www.embl.org\/topics\/ai-at-embl\/"},{"link_description":"AI in biology and health: opportunities and challenges","link_url":"https:\/\/www.embl.org\/news\/lab-matters\/ai-in-biology-and-health-opportunities-and-challenges\/"},{"link_description":"When AI meets biology","link_url":"https:\/\/www.embl.org\/news\/science-technology\/when-ai-meets-biology\/"},{"link_description":"The EMBL Connection","link_url":"https:\/\/www.embl.org\/news\/events\/the-embl-connection\/"}],"source_article":false,"in_this_article":[{"heading_description":"A platform for sharing knowledge","anchor":"#a1"},{"heading_description":"New frontiers for AI in life sciences","anchor":"#a2"},{"heading_description":"AI challenges: common ground across disciplines","anchor":"#a3"},{"heading_description":"Unlocking AI\u2019s potential through collaboration across countries and disciplines","anchor":"#a4"}],"press_contact":"None","article_translations":false,"languages":"","vf_locked":false},"embl_taxonomy_terms":[{"uuid":"a:2:{i:0;s:36:\"302cfdf7-365b-462a-be65-82c7b783ebf7\";i:1;s:36:\"d3050cdd-8276-4b46-ab11-1dd51da085de\";}","parents":[],"name":["Institutional collaborations"],"slug":"institutional-collaborations","description":"What &gt; Institutional collaborations"},{"uuid":"a:2:{i:0;s:36:\"302cfdf7-365b-462a-be65-82c7b783ebf7\";i:1;s:36:\"9ffbb90a-8976-4bfa-a41e-abb53a2c6122\";}","parents":[],"name":["International Relations"],"slug":"international-relations","description":"What &gt; International Relations"},{"uuid":"a:3:{i:0;s:36:\"302cfdf7-365b-462a-be65-82c7b783ebf7\";i:1;s:36:\"d3050cdd-8276-4b46-ab11-1dd51da085de\";i:2;s:36:\"7fb35662-5540-4fcc-a14a-fa557b04927c\";}","parents":[],"name":["Partnerships"],"slug":"partnerships","description":"What &gt; Institutional collaborations &gt; Partnerships"}],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>EMBL Partnership Conference explores AI in One Health | EMBL<\/title>\n<meta name=\"description\" content=\"Fifth EMBL Partnership Conference brings together participants from EMBL and partner institutions to explore how AI can drive innovation in One Health.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.embl.org\/news\/connections\/embl-partnership-conference-explores-ai-in-one-health\/\" \/>\n<meta property=\"og:locale\" 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