{"id":26707,"date":"2025-09-26T11:56:02","date_gmt":"2025-09-26T09:56:02","guid":{"rendered":"https:\/\/sano.science\/?p=26707"},"modified":"2025-12-07T17:29:31","modified_gmt":"2025-12-07T16:29:31","slug":"exploring-bias-and-responsibility-in-medical-ai","status":"publish","type":"post","link":"https:\/\/sano.science\/exploring-bias-and-responsibility-in-medical-ai\/","title":{"rendered":"Exploring Bias and Responsibility in Medical AI"},"content":{"rendered":"\n<p class=\" eplus-wrapper\">At the end of September&nbsp;<a href=\"https:\/\/sano.science\/people\/paulina-tworek\/\" target=\"_blank\" rel=\"noreferrer noopener\">Paulina Tworek<\/a>&nbsp;and&nbsp;<a href=\"https:\/\/sano.science\/people\/justyna-andrys-olek\/\" target=\"_blank\" rel=\"noreferrer noopener\">Justyna Andrys\u2011Olek<\/a>&nbsp;from Sano\u2019s Computational Intelligence Team represented our centre at the&nbsp;<strong>Poland Healthcare Datathon<\/strong>&nbsp;in Gda\u0144sk \u2014 an event bringing together professionals in data science, medicine, and artificial intelligence to advance data\u2011driven healthcare innovation.<\/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-insightful-talks-and-key-discussions\">Insightful Talks and Key Discussions<\/h2>\n\n\n\n<p class=\" eplus-wrapper\">The programme featured thought\u2011provoking sessions, including an opening lecture by&nbsp;<strong>Dr. Leo Anthony Celi<\/strong>&nbsp;from the MIT Laboratory for Computational Physiology. His talk addressed inequality and bias in AI models, offering practical strategies to minimise their impact in increasingly automated clinical environments.<\/p>\n\n\n\n<p class=\" eplus-wrapper\">A number of presentations throughout the event centred on&nbsp;<em>responsible and transparent AI<\/em>&nbsp;\u2014 seen as one of the pillars shaping the future of medicine and pharmacy. Participants explored key questions: How can we ensure fairness in AI systems? How do we balance innovation with patient safety and ethical responsibility?<\/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-reflections-from-the-sano-team\">Reflections from the Sano Team<\/h2>\n\n\n\n<p class=\" eplus-wrapper\">Reflecting on the conference,&nbsp;<strong>Justyna Andrys\u2011Olek<\/strong>&nbsp;shared:<\/p>\n\n\n\n<blockquote class=\"wp-block-quote eplus-wrapper is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\" eplus-wrapper\">\u201cOne of the greatest challenges in the ongoing digital transformation of healthcare \u2014 both in medicine and pharmacy \u2014 is the bias in the data used to train AI models. This bias often stems from underrepresented patient groups and can be difficult to detect. Addressing it requires effort, awareness, and diversity in datasets to ensure that models serve a broad population, not just a few.\u201d<\/p>\n<\/blockquote>\n\n\n\n<p class=\" eplus-wrapper\">Her insights highlight the importance of comprehensive datasets that reflect diversity across gender, age, ethnicity, and socioeconomic background \u2014 essential for building reliable and equitable AI tools.<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n\n\n<div class=\"wp-block-columns eplus-wrapper is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex eplus-styles-uid-79e921\">\n<div class=\"wp-block-column eplus-wrapper is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large eplus-wrapper\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"765\" src=\"https:\/\/sano.science\/wp-content\/uploads\/2025\/09\/Leo-Anthony-Celi-1024x765.png\" alt=\"\" class=\"wp-image-26722\" srcset=\"https:\/\/sano.science\/wp-content\/uploads\/2025\/09\/Leo-Anthony-Celi-1024x765.png 1024w, https:\/\/sano.science\/wp-content\/uploads\/2025\/09\/Leo-Anthony-Celi-300x224.png 300w, https:\/\/sano.science\/wp-content\/uploads\/2025\/09\/Leo-Anthony-Celi-768x574.png 768w, https:\/\/sano.science\/wp-content\/uploads\/2025\/09\/Leo-Anthony-Celi.png 1228w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Dr. Leo Anthony Celi<\/figcaption><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column eplus-wrapper is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading eplus-wrapper\" id=\"h-reinforcing-sano-s-commitment-to-ethical-ai\">Reinforcing Sano\u2019s Commitment to Ethical AI<\/h2>\n\n\n\n<p class=\" eplus-wrapper\">Participating in the Poland Healthcare Datathon strengthened Sano\u2019s dedication to developing\u00a0<strong>ethical, trustworthy, and inclusive AI in medicine<\/strong>.\u00a0<\/p>\n<\/div>\n<\/div>","protected":false},"excerpt":"Sano at Poland Healthcare Datathon 2025","author":8,"featured_media":26722,"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-26707","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 v27.3 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Exploring Bias and Responsibility in Medical AI - 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\" 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class=\" eplus-wrapper\">At the end of September&nbsp;<a href=\"https:\/\/sano.science\/people\/paulina-tworek\/\" target=\"_blank\" rel=\"noreferrer noopener\">Paulina Tworek<\/a>&nbsp;and&nbsp;<a href=\"https:\/\/sano.science\/people\/justyna-andrys-olek\/\" target=\"_blank\" rel=\"noreferrer noopener\">Justyna Andrys\u2011Olek<\/a>&nbsp;from Sano\u2019s Computational Intelligence Team represented our centre at the&nbsp;<strong>Poland Healthcare Datathon<\/strong>&nbsp;in Gda\u0144sk \u2014 an event bringing together professionals in data science, medicine, and artificial intelligence to advance data\u2011driven healthcare innovation.<\/p>\n","innerContent":["\n<p class=\" eplus-wrapper\">At the end of September&nbsp;<a href=\"https:\/\/sano.science\/people\/paulina-tworek\/\" target=\"_blank\" rel=\"noreferrer noopener\">Paulina Tworek<\/a>&nbsp;and&nbsp;<a href=\"https:\/\/sano.science\/people\/justyna-andrys-olek\/\" target=\"_blank\" rel=\"noreferrer noopener\">Justyna Andrys\u2011Olek<\/a>&nbsp;from Sano\u2019s Computational Intelligence Team represented our centre at the&nbsp;<strong>Poland Healthcare Datathon<\/strong>&nbsp;in Gda\u0144sk \u2014 an event bringing together professionals in data science, medicine, and artificial intelligence to advance data\u2011driven healthcare innovation.<\/p>\n"]},{"blockName":"core\/spacer","attrs":{"height":"30px","epAnimationGeneratedClass":"edplus_anim-bhIGZG","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n","innerContent":["\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n"]},{"blockName":"core\/heading","attrs":{"epAnimationGeneratedClass":"edplus_anim-j6SPqx","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<h2 class=\"wp-block-heading eplus-wrapper\" id=\"h-insightful-talks-and-key-discussions\">Insightful Talks and Key Discussions<\/h2>\n","innerContent":["\n<h2 class=\"wp-block-heading eplus-wrapper\" id=\"h-insightful-talks-and-key-discussions\">Insightful Talks and Key Discussions<\/h2>\n"]},{"blockName":"core\/paragraph","attrs":{"epAnimationGeneratedClass":"edplus_anim-Lu1NfZ","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<p class=\" eplus-wrapper\">The programme featured thought\u2011provoking sessions, including an opening lecture by&nbsp;<strong>Dr. Leo Anthony Celi<\/strong>&nbsp;from the MIT Laboratory for Computational Physiology. His talk addressed inequality and bias in AI models, offering practical strategies to minimise their impact in increasingly automated clinical environments.<\/p>\n","innerContent":["\n<p class=\" eplus-wrapper\">The programme featured thought\u2011provoking sessions, including an opening lecture by&nbsp;<strong>Dr. Leo Anthony Celi<\/strong>&nbsp;from the MIT Laboratory for Computational Physiology. His talk addressed inequality and bias in AI models, offering practical strategies to minimise their impact in increasingly automated clinical environments.<\/p>\n"]},{"blockName":"core\/paragraph","attrs":{"epAnimationGeneratedClass":"edplus_anim-pIhAlo","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<p class=\" eplus-wrapper\">A number of presentations throughout the event centred on&nbsp;<em>responsible and transparent AI<\/em>&nbsp;\u2014 seen as one of the pillars shaping the future of medicine and pharmacy. Participants explored key questions: How can we ensure fairness in AI systems? How do we balance innovation with patient safety and ethical responsibility?<\/p>\n","innerContent":["\n<p class=\" eplus-wrapper\">A number of presentations throughout the event centred on&nbsp;<em>responsible and transparent AI<\/em>&nbsp;\u2014 seen as one of the pillars shaping the future of medicine and pharmacy. Participants explored key questions: How can we ensure fairness in AI systems? How do we balance innovation with patient safety and ethical responsibility?<\/p>\n"]},{"blockName":"core\/spacer","attrs":{"height":"30px","epAnimationGeneratedClass":"edplus_anim-wG3yVC","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n","innerContent":["\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n"]},{"blockName":"core\/heading","attrs":{"epAnimationGeneratedClass":"edplus_anim-2jvZ1f","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<h2 class=\"wp-block-heading eplus-wrapper\" id=\"h-reflections-from-the-sano-team\">Reflections from the Sano Team<\/h2>\n","innerContent":["\n<h2 class=\"wp-block-heading eplus-wrapper\" id=\"h-reflections-from-the-sano-team\">Reflections from the Sano Team<\/h2>\n"]},{"blockName":"core\/paragraph","attrs":{"epAnimationGeneratedClass":"edplus_anim-Z45HAN","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<p class=\" eplus-wrapper\">Reflecting on the conference,&nbsp;<strong>Justyna Andrys\u2011Olek<\/strong>&nbsp;shared:<\/p>\n","innerContent":["\n<p class=\" eplus-wrapper\">Reflecting on the conference,&nbsp;<strong>Justyna Andrys\u2011Olek<\/strong>&nbsp;shared:<\/p>\n"]},{"blockName":"core\/quote","attrs":{"epAnimationGeneratedClass":"edplus_anim-2kxvnp","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[{"blockName":"core\/paragraph","attrs":{"epAnimationGeneratedClass":"edplus_anim-xiAXf0","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<p class=\" eplus-wrapper\">\u201cOne of the greatest challenges in the ongoing digital transformation of healthcare \u2014 both in medicine and pharmacy \u2014 is the bias in the data used to train AI models. This bias often stems from underrepresented patient groups and can be difficult to detect. Addressing it requires effort, awareness, and diversity in datasets to ensure that models serve a broad population, not just a few.\u201d<\/p>\n","innerContent":["\n<p class=\" eplus-wrapper\">\u201cOne of the greatest challenges in the ongoing digital transformation of healthcare \u2014 both in medicine and pharmacy \u2014 is the bias in the data used to train AI models. This bias often stems from underrepresented patient groups and can be difficult to detect. Addressing it requires effort, awareness, and diversity in datasets to ensure that models serve a broad population, not just a few.\u201d<\/p>\n"]}],"innerHTML":"\n<blockquote class=\"wp-block-quote eplus-wrapper\"><\/blockquote>\n","innerContent":["\n<blockquote class=\"wp-block-quote eplus-wrapper\">",null,"<\/blockquote>\n"]},{"blockName":"core\/paragraph","attrs":{"epAnimationGeneratedClass":"edplus_anim-9MhS3f","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<p class=\" eplus-wrapper\">Her insights highlight the importance of comprehensive datasets that reflect diversity across gender, age, ethnicity, and socioeconomic background \u2014 essential for building reliable and equitable AI tools.<\/p>\n","innerContent":["\n<p class=\" eplus-wrapper\">Her insights highlight the importance of comprehensive datasets that reflect diversity across gender, age, ethnicity, and socioeconomic background \u2014 essential for building reliable and equitable AI tools.<\/p>\n"]},{"blockName":"core\/spacer","attrs":{"height":"30px","epAnimationGeneratedClass":"edplus_anim-Flmuix","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n","innerContent":["\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n"]},{"blockName":"core\/columns","attrs":{"epStylingOptions":{"epCustomColumnsResponsiveEnabled":true,"epCustomColumnsReverseResponsiveEnabled":true,"epCustomColumnsSpacingResponsiveEnabled":true,"epCustomColumns":{"target":"wp-block-column","responsive":true,"hover":false,"options":[{"custom":true,"control":"ColumnToggle"},{"label":"Responsive Columns","control":"Range","attribute":"epCustomColumns","defaults":{"tablet":"2","mobile":"1"},"css":"flex-basis","customValue":"calc(( 100% - ({{Range:epCustomColumnsSpacing:auto:0px}} * ({{value}} - 1))) \/ {{value}}) !important","props":{"max":6,"min":1,"supportedUnits":[]},"condition":{"query":[{"field":"attributes.className","compare":"IN","value":"ep-custom-column"},[{"relation":"OR","query":[{"field":"viewport","compare":"EQUAL","value":"tablet"},{"field":"viewport","compare":"EQUAL","value":"mobile"}]}]]}}]},"epCustomColumnsReverse":{"target":"","responsive":true,"hover":false,"options":[{"label":"Columns 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class=\"wp-block-image size-large eplus-wrapper\"><img src=\"https:\/\/sano.science\/wp-content\/uploads\/2025\/09\/Leo-Anthony-Celi-1024x765.png\" alt=\"\" class=\"wp-image-26722\"\/><figcaption class=\"wp-element-caption\">Dr. Leo Anthony Celi<\/figcaption><\/figure>\n","innerContent":["\n<figure class=\"wp-block-image size-large eplus-wrapper\"><img src=\"https:\/\/sano.science\/wp-content\/uploads\/2025\/09\/Leo-Anthony-Celi-1024x765.png\" alt=\"\" class=\"wp-image-26722\"\/><figcaption class=\"wp-element-caption\">Dr. Leo Anthony Celi<\/figcaption><\/figure>\n"]}],"innerHTML":"\n<div class=\"wp-block-column eplus-wrapper\"><\/div>\n","innerContent":["\n<div class=\"wp-block-column eplus-wrapper\">",null,"<\/div>\n"]},{"blockName":"core\/column","attrs":{"epAnimationGeneratedClass":"edplus_anim-RE1RWW","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[{"blockName":"core\/heading","attrs":{"epAnimationGeneratedClass":"edplus_anim-8yiozc","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<h2 class=\"wp-block-heading eplus-wrapper\" id=\"h-reinforcing-sano-s-commitment-to-ethical-ai\">Reinforcing Sano\u2019s Commitment to Ethical AI<\/h2>\n","innerContent":["\n<h2 class=\"wp-block-heading eplus-wrapper\" id=\"h-reinforcing-sano-s-commitment-to-ethical-ai\">Reinforcing Sano\u2019s Commitment to Ethical AI<\/h2>\n"]},{"blockName":"core\/paragraph","attrs":{"epAnimationGeneratedClass":"edplus_anim-5m6z6O","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<p class=\" eplus-wrapper\">Participating in the Poland Healthcare Datathon strengthened Sano\u2019s dedication to developing&nbsp;<strong>ethical, trustworthy, and inclusive AI in medicine<\/strong>.&nbsp;<\/p>\n","innerContent":["\n<p class=\" eplus-wrapper\">Participating in the Poland Healthcare Datathon strengthened Sano\u2019s dedication to developing&nbsp;<strong>ethical, trustworthy, and inclusive AI in medicine<\/strong>.&nbsp;<\/p>\n"]}],"innerHTML":"\n<div class=\"wp-block-column eplus-wrapper\">\n\n<\/div>\n","innerContent":["\n<div class=\"wp-block-column eplus-wrapper\">",null,"\n\n",null,"<\/div>\n"]}],"innerHTML":"<div class=\"wp-block-columns eplus-wrapper eplus-styles-uid-79e921\">\n\n<\/div>","innerContent":["\n<div class=\"wp-block-columns 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