{"id":224621,"date":"2026-06-02T10:25:00","date_gmt":"2026-06-02T14:25:00","guid":{"rendered":"https:\/\/testing.news-you-need.com\/index.php\/2026\/06\/02\/ai-digital-twins-are-transforming-heart-care-but-will-they-work-for-women\/"},"modified":"2026-06-02T14:25:10","modified_gmt":"2026-06-02T18:25:10","slug":"ai-digital-twins-are-transforming-heart-care-but-will-they-work-for-women","status":"publish","type":"post","link":"https:\/\/testing.news-you-need.com\/index.php\/2026\/06\/02\/ai-digital-twins-are-transforming-heart-care-but-will-they-work-for-women\/","title":{"rendered":"AI \u2018digital twins\u2019 are transforming heart care but will they work for women?"},"content":{"rendered":"<p><a href=\"https:\/\/theconversation.com\/ai-digital-twins-are-transforming-heart-care-but-will-they-work-for-women-277768\">AI \u2018digital twins\u2019 are transforming heart care but will they work for women?<\/a><\/p>\n<p><a href=\"https:\/\/theconversation.com\/ai-digital-twins-are-transforming-heart-care-but-will-they-work-for-women-277768\">https:\/\/theconversation.com\/ai-digital-twins-are-transforming-heart-care-but-will-they-work-for-women-277768<\/a><\/p>\n<p>Publish Date: <a href=\"publish_date]\">2026-06-02 10:25:00<\/a><\/p>\n<p>Source Domain: <a href=\"theconversation.com\">theconversation.com<\/a><\/p>\n<ul>\n<li>\n<p><strong>AI-Powered Digital Twin Technology<\/strong>: Artificial intelligence is transforming cardiology through the development of digital twin technology, which creates patient-specific models from medical imaging, clinical records, and biological data to simulate disease progression and treatment efficacy.<\/p>\n<\/li>\n<li>\n<p><strong>Personalized Medicine<\/strong>: The concept of digital twins aims to provide personalized medicine by creating bespoke models that reflect individual biological characteristics, rather than relying on average data from large populations.<\/p>\n<\/li>\n<li>\n<p><strong>Gender and Biological Differences<\/strong>: A critical issue emerging is whether the medical data used in digital twin models adequately represents differences between women and men, particularly in how heart diseases develop and respond to treatment, which are not always the same across sexes.<\/p>\n<\/li>\n<li>\n<p><strong>Representative Data for Reliable Models<\/strong>: The success of digital twins in advancing precision medicine hinges on the quality and representativeness of the data utilized. Without such inclusive data, these models may fail to capture vital gender-specific differences, undermining their effectiveness.<\/p>\n<\/li>\n<li>\n<p><strong>Global Research Efforts<\/strong>: Several European initiatives and global collaborations aim to integrate sex and gender-sensitive approaches into medical research to ensure that digital health technologies are relevant and effective for diverse patient populations.<\/p>\n<\/li>\n<li>\n<p><strong>Future of Digital Medicine<\/strong>: For digital twin technology to fulfill its promise of truly personalized medicine, it must ensure that the models are built on comprehensive and representative data. Only then can these advanced technologies serve effectively for every patient, reflecting the full diversity of human biology.<\/p>\n<\/li>\n<li>\n<p><strong>Key Influences on Disease<\/strong>: Studies suggest that differences in immune responses and hormonal influences contribute to variations in the prevalence and manifestation of heart diseases such as myocarditis between women and men, highlighting the need for gender-sensitive data in digital models.<\/p>\n<\/li>\n<\/ul>\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI \u2018digital twins\u2019 are transforming heart care but will they work for women? https:\/\/theconversation.com\/ai-digital-twins-are-transforming-heart-care-but-will-they-work-for-women-277768 Publish&#8230;<\/p>\n","protected":false},"author":1,"featured_media":224622,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/images.theconversation.com\/files\/739326\/original\/file-20260602-57-9ydf7s.jpg?ixlib=rb-4.1.0&rect=0%2C500%2C6000%2C3000&q=45&auto=format&w=1356&h=668&fit=crop","fifu_image_alt":"","footnotes":""},"categories":[14],"tags":[20],"class_list":["post-224621","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","tag-artificial-intelligence"],"_links":{"self":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/224621"}],"collection":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/comments?post=224621"}],"version-history":[{"count":1,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/224621\/revisions"}],"predecessor-version":[{"id":224623,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/224621\/revisions\/224623"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/224622"}],"wp:attachment":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=224621"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=224621"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=224621"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}