{"id":233742,"date":"2026-03-20T19:11:24","date_gmt":"2026-03-21T00:11:24","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2026\/03\/machine-learning-based-sleep-eeg-brain-age-index-and-dementia-risk"},"modified":"2026-03-20T19:11:24","modified_gmt":"2026-03-21T00:11:24","slug":"machine-learning-based-sleep-eeg-brain-age-index-and-dementia-risk","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2026\/03\/machine-learning-based-sleep-eeg-brain-age-index-and-dementia-risk","title":{"rendered":"Machine Learning\u2013Based Sleep EEG Brain Age Index and Dementia Risk"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/machine-learning-based-sleep-eeg-brain-age-index-and-dementia-risk.png\"><\/a><\/p>\n<p>Machine learning models using sleep EEG can generate a <i>brain age index<\/i>, and a higher BAI was validated as a prognostic marker for increased risk of future Dementia, suggesting BAI may help in early digital risk stratification.<\/p>\n<hr>\n<p>This individual participant data meta-analysis explores the association between a machine learning\u2013based sleep electroencephalography (EEG) <i>brain age index<\/i> and dementia risk among community-dwelling adults from 5 longitudinal cohorts.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Machine learning models using sleep EEG can generate a brain age index, and a higher BAI was validated as a prognostic marker for increased risk of future Dementia, suggesting BAI may help in early digital risk stratification. This individual participant data meta-analysis explores the association between a machine learning\u2013based sleep electroencephalography (EEG) brain age index [\u2026]<\/p>\n","protected":false},"author":662,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20,6],"tags":[],"class_list":["post-233742","post","type-post","status-publish","format-standard","hentry","category-futurism","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/233742","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/662"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=233742"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/233742\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=233742"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=233742"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=233742"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}