{"id":176413,"date":"2026-01-11T04:44:00","date_gmt":"2026-01-11T09:44:00","guid":{"rendered":"https:\/\/testing.news-you-need.com\/index.php\/2026\/01\/11\/how-ai-can-detect-health-risks-just-from-the-way-you-sleep-dw-01-11-2026\/"},"modified":"2026-01-11T04:50:09","modified_gmt":"2026-01-11T09:50:09","slug":"how-ai-can-detect-health-risks-just-from-the-way-you-sleep-dw-01-11-2026","status":"publish","type":"post","link":"https:\/\/testing.news-you-need.com\/index.php\/2026\/01\/11\/how-ai-can-detect-health-risks-just-from-the-way-you-sleep-dw-01-11-2026\/","title":{"rendered":"How AI can detect health risks \u2014 just from the way you sleep \u2013 DW \u2013 01\/11\/2026"},"content":{"rendered":"<p><a href=\"https:\/\/www.dw.com\/en\/how-ai-can-detect-health-risks-just-from-the-way-you-sleep\/a-75461969\">How AI can detect health risks \u2014 just from the way you sleep \u2013 DW \u2013 01\/11\/2026<\/a><\/p>\n<p><a href=\"https:\/\/www.dw.com\/en\/how-ai-can-detect-health-risks-just-from-the-way-you-sleep\/a-75461969\">https:\/\/www.dw.com\/en\/how-ai-can-detect-health-risks-just-from-the-way-you-sleep\/a-75461969<\/a><\/p>\n<p>Publish Date: <a href=\"publish_date]\">2026-01-11 04:44:00<\/a><\/p>\n<p>Source Domain: <a href=\"www.dw.com\">www.dw.com<\/a><\/p>\n<ul>\n<li>\n<p><strong>SleepFM AI Model<\/strong>: A new artificial intelligence model called SleepFM can estimate an individual&#8217;s risk for around 130 diseases based on physiological signals recorded during just one night of sleep.<\/p>\n<\/li>\n<li>\n<p><strong>Data Source and Scope<\/strong>: The model uses nearly 600,000 hours of sleep data collected from 65,000 participants primarily from Stanford University\u2019s Sleep Medicine Center. This data includes measurements from polysomnography examining brain waves, heart activity, and other vital signs during sleep.<\/p>\n<\/li>\n<li>\n<p><strong>Predictive Ability<\/strong>: SleepFM uses brain waves, heart activity, and other signals to predict a wide range of diseases including neurological and cardiovascular disorders, months or years before symptoms are apparent.<\/p>\n<\/li>\n<li>\n<p><strong>Interdisciplinary Collaboration<\/strong>: The researchers emphasize the need for collaboration between AI specialists and medical experts. While AI can identify patterns and correlations, the interpretation of these findings requires medical expertise to understand disease causation and appropriate therapy.<\/p>\n<\/li>\n<li>\n<p><strong>Correlation vs. Causation<\/strong>: The AI model highlights correlations rather than causal relationships between sleep data and later disease diagnoses. It shows that many conditions, such as stroke and dementia, are predictable from sleep data but cannot pinpoint the specific cause of the diseases.<\/p>\n<\/li>\n<li>\n<p><strong>Potential and Limitations<\/strong>: Although SleepFM&#8217;s predictions are primarily based on high-resource areas, there is potential for improving health diagnostics by leveraging sleep data. However, the model focuses predominantly on populations that already have sleep disorders and access to advanced medical care.<\/p>\n<\/li>\n<li>\n<p><strong>Future Implications<\/strong>: The identified patterns in sleep data linked to diseases may offer insights into disrupted bodily processes, potentially leading to improved health outcomes beyond sleep labs through enhanced diagnoses and therapies.<\/p>\n<\/li>\n<\/ul>\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>How AI can detect health risks \u2014 just from the way you sleep \u2013 DW&#8230;<\/p>\n","protected":false},"author":1,"featured_media":176414,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/static.dw.com\/image\/75446726_6.jpg","fifu_image_alt":"","footnotes":""},"categories":[14],"tags":[20],"class_list":["post-176413","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\/176413"}],"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=176413"}],"version-history":[{"count":1,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/176413\/revisions"}],"predecessor-version":[{"id":176415,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/176413\/revisions\/176415"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/176414"}],"wp:attachment":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=176413"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=176413"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=176413"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}