{"id":695727,"date":"2026-05-26T21:42:36","date_gmt":"2026-05-26T21:42:36","guid":{"rendered":"https:\/\/www.newsbeep.com\/ca\/695727\/"},"modified":"2026-05-26T21:42:36","modified_gmt":"2026-05-26T21:42:36","slug":"machine-learning-personalizes-depression-treatment-with-the-help-of-wearable-technology","status":"publish","type":"post","link":"https:\/\/www.newsbeep.com\/ca\/695727\/","title":{"rendered":"Machine Learning Personalizes Depression Treatment with the Help of Wearable Technology"},"content":{"rendered":"<p>\u201cClinical trials show that most current interventions only show about a 30% benefit on average in terms of depression remission; here we see a near doubling of that due to targeting the top lifestyle predictive factors with data-driven personalized coaching,\u201d said Mishra.\u00a0<\/p>\n<p>Mishra thinks the intervention may be more effective because it is a departure from generic recommendations for behavioral health.<\/p>\n<p>\u201cEverybody knows that we should eat healthier diets or try to sleep eight hours or exercise 150 minutes per week and so on,\u201d she said. \u201cBut I think personalized insights can be more empowering than these general guidelines because they\u2019re not so overwhelming. When one is in a depressed state, it&#8217;s not possible to change everything about one&#8217;s life \u2014 you&#8217;re just trying to survive and function on a day-to-day basis.\u201d<\/p>\n<p>Though the study was small, it provides the first evidence that digital monitoring, machine learning-derived insights and brief, personalized weekly coaching delivered remotely may be a promising integrated approach to address mild-to-moderate depression in large groups of people. A larger, controlled study of this personalized therapeutic approach is needed to validate the findings.\u00a0<\/p>\n<p>Read the full study <a href=\"https:\/\/rdcu.be\/fjrKd\" rel=\"nofollow noopener\" target=\"_blank\">here<\/a>.<\/p>\n<p>Additional co-authors on the study include: Jason Nan, Suzanna Purpura, Satish Jaiswal, Houtan Afshar, Vojislav Maric, James K. Manchanda and Charles T. Taylor at UC San Diego; and Dhakshin Ramanathan at UC San Diego and VA San Diego Medical Center.<\/p>\n<p>The study was funded in part by a seed grant from the Hope for Depression Research Foundation.<\/p>\n<p>Disclosures: Taylor is a paid consultant for Neuphoria Therapeutics (Bionomics), atai Life Sciences and Engrail Therapeutics, and receives payment for editorial work for UpToDate. Other authors declare no competing interests.<\/p>\n","protected":false},"excerpt":{"rendered":"\u201cClinical trials show that most current interventions only show about a 30% benefit on average in terms of&hellip;\n","protected":false},"author":2,"featured_media":695728,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[35],"tags":[49,48,84,393,394],"class_list":["post-695727","post","type-post","status-publish","format-standard","has-post-thumbnail","category-mental-health","tag-ca","tag-canada","tag-health","tag-mental-health","tag-mentalhealth"],"_links":{"self":[{"href":"https:\/\/www.newsbeep.com\/ca\/wp-json\/wp\/v2\/posts\/695727","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.newsbeep.com\/ca\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.newsbeep.com\/ca\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/ca\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/ca\/wp-json\/wp\/v2\/comments?post=695727"}],"version-history":[{"count":0,"href":"https:\/\/www.newsbeep.com\/ca\/wp-json\/wp\/v2\/posts\/695727\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/ca\/wp-json\/wp\/v2\/media\/695728"}],"wp:attachment":[{"href":"https:\/\/www.newsbeep.com\/ca\/wp-json\/wp\/v2\/media?parent=695727"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.newsbeep.com\/ca\/wp-json\/wp\/v2\/categories?post=695727"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.newsbeep.com\/ca\/wp-json\/wp\/v2\/tags?post=695727"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}