{"id":1201,"date":"2026-01-16T13:00:01","date_gmt":"2026-01-16T13:00:01","guid":{"rendered":"https:\/\/wickedsister.evit.com.au\/index.php\/2026\/01\/16\/machine-learning-model-can-predict-pira-in-first-years-of-ms-diagnosis\/"},"modified":"2026-01-16T13:00:01","modified_gmt":"2026-01-16T13:00:01","slug":"machine-learning-model-can-predict-pira-in-first-years-of-ms-diagnosis","status":"publish","type":"post","link":"https:\/\/wickedsister.evit.com.au\/index.php\/2026\/01\/16\/machine-learning-model-can-predict-pira-in-first-years-of-ms-diagnosis\/","title":{"rendered":"Machine learning model can predict PIRA in first years of MS diagnosis"},"content":{"rendered":"<p><a href=\"https:\/\/multiplesclerosisnewstoday.com\/news-posts\/2026\/01\/16\/machine-learning-predict-pira-first-years-ms-diagnosis\/\" title=\"Machine learning model can predict PIRA in first years of MS diagnosis\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"400\" src=\"https:\/\/multiplesclerosisnewstoday.com\/wp-content\/uploads\/2025\/03\/Computers-1-800x400.png\" class=\"webfeedsFeaturedVisual wp-post-image\" alt=\"Computer monitors are shown displaying binary code.\" style=\"margin: auto;margin-bottom: 15px;max-width: 100%\" data-wp-pid=\"146893\" \/><\/a><\/p>\n<p>A new machine learning tool can now help predict whether people newly diagnosed with multiple sclerosis (MS) will experience disability worsening that occurs even in the absence of relapses. According to a recent study, these artificial intelligence algorithms can identify the risk of &#8220;progression independent of relapse activity,&#8221; or PIRA, using simple clinical data typically [&#8230;]<\/p>\n<p>The post <a href=\"https:\/\/multiplesclerosisnewstoday.com\/news-posts\/2026\/01\/16\/machine-learning-predict-pira-first-years-ms-diagnosis\/\">Machine learning model can predict PIRA in first years of MS diagnosis<\/a> appeared first on <a href=\"https:\/\/multiplesclerosisnewstoday.com\">Multiple Sclerosis News Today<\/a>.<\/p>\n<p><em>Source: <a href=\"https:\/\/multiplesclerosisnewstoday.com\/news-posts\/2026\/01\/16\/machine-learning-predict-pira-first-years-ms-diagnosis\/\" rel=\"nofollow noopener\" target=\"_blank\">multiplesclerosisnewstoday.com<\/a><\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>A new machine learning tool can now help predict whether people newly diagnosed with multiple sclerosis (MS) will experience disability worsening that occurs even in the absence of relapses. According to a recent study, these artificial intelligence algorithms can identify the risk of &#8220;progression independent of relapse activity,&#8221; or PIRA, using simple clinical data typically&#8230;<\/p>\n","protected":false},"author":0,"featured_media":1202,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[11,15,9,8,13,14,12,10],"class_list":["post-1201","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-multiple-sclerosis-research","tag-brain-repair","tag-marburg-type-ms","tag-ms","tag-multiple-sclerosis","tag-myelin","tag-neuroregeneration","tag-oligodendrocyte","tag-remyelination"],"_links":{"self":[{"href":"https:\/\/wickedsister.evit.com.au\/index.php\/wp-json\/wp\/v2\/posts\/1201","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wickedsister.evit.com.au\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wickedsister.evit.com.au\/index.php\/wp-json\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/wickedsister.evit.com.au\/index.php\/wp-json\/wp\/v2\/comments?post=1201"}],"version-history":[{"count":0,"href":"https:\/\/wickedsister.evit.com.au\/index.php\/wp-json\/wp\/v2\/posts\/1201\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wickedsister.evit.com.au\/index.php\/wp-json\/wp\/v2\/media\/1202"}],"wp:attachment":[{"href":"https:\/\/wickedsister.evit.com.au\/index.php\/wp-json\/wp\/v2\/media?parent=1201"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wickedsister.evit.com.au\/index.php\/wp-json\/wp\/v2\/categories?post=1201"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wickedsister.evit.com.au\/index.php\/wp-json\/wp\/v2\/tags?post=1201"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}