{"id":1967,"date":"2023-03-07T10:19:05","date_gmt":"2023-03-07T15:19:05","guid":{"rendered":"http:\/\/sites.bu.edu\/kumarlab\/?p=1967"},"modified":"2023-03-07T10:19:05","modified_gmt":"2023-03-07T15:19:05","slug":"new-open-access-publication-on-machine-learning-with-gait-and-physical-activity-data-in-osteoarthritis","status":"publish","type":"post","link":"https:\/\/sites.bu.edu\/kumarlab\/2023\/03\/07\/new-open-access-publication-on-machine-learning-with-gait-and-physical-activity-data-in-osteoarthritis\/","title":{"rendered":"New open access publication on machine learning with gait and physical activity data in osteoarthritis"},"content":{"rendered":"<p><span>Findings from our new study using machine learning with a large observational gait and physical activity cohort in osteoarthritis are now published in the British Journal of Sports Medicine.<\/span><\/p>\n<p><span>We used ensemble machine learning with causal inference g-computation methods as a way to interpret the results<\/span><\/p>\n<p><span>Read more here (open access) &#x1f447;<\/span><\/p>\n<p>https:\/\/bjsm.bmj.com\/content\/early\/2023\/03\/02\/bjsports-2022-106142<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Findings from our new study using machine learning with a large observational gait and physical activity cohort in osteoarthritis are now published in the British Journal of Sports Medicine. We used ensemble machine learning with causal inference g-computation methods as a way to interpret the results Read more here (open access) &#x1f447; https:\/\/bjsm.bmj.com\/content\/early\/2023\/03\/02\/bjsports-2022-106142<\/p>\n","protected":false},"author":13258,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"_links":{"self":[{"href":"https:\/\/sites.bu.edu\/kumarlab\/wp-json\/wp\/v2\/posts\/1967"}],"collection":[{"href":"https:\/\/sites.bu.edu\/kumarlab\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sites.bu.edu\/kumarlab\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sites.bu.edu\/kumarlab\/wp-json\/wp\/v2\/users\/13258"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.bu.edu\/kumarlab\/wp-json\/wp\/v2\/comments?post=1967"}],"version-history":[{"count":1,"href":"https:\/\/sites.bu.edu\/kumarlab\/wp-json\/wp\/v2\/posts\/1967\/revisions"}],"predecessor-version":[{"id":1968,"href":"https:\/\/sites.bu.edu\/kumarlab\/wp-json\/wp\/v2\/posts\/1967\/revisions\/1968"}],"wp:attachment":[{"href":"https:\/\/sites.bu.edu\/kumarlab\/wp-json\/wp\/v2\/media?parent=1967"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sites.bu.edu\/kumarlab\/wp-json\/wp\/v2\/categories?post=1967"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sites.bu.edu\/kumarlab\/wp-json\/wp\/v2\/tags?post=1967"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}