{"id":3883,"date":"2024-09-11T11:34:35","date_gmt":"2024-09-11T15:34:35","guid":{"rendered":"https:\/\/www.bumc.bu.edu\/nephrology\/?p=3883"},"modified":"2024-09-11T11:34:35","modified_gmt":"2024-09-11T15:34:35","slug":"machine-learning-based-subgroups-of-al-amyloidosis-and-cumulative-incidence-of-mortality-and-end-stage-kidney-disease","status":"publish","type":"post","link":"https:\/\/www.bumc.bu.edu\/nephrology\/2024\/09\/11\/machine-learning-based-subgroups-of-al-amyloidosis-and-cumulative-incidence-of-mortality-and-end-stage-kidney-disease\/","title":{"rendered":"Machine-learning based subgroups of AL amyloidosis and cumulative incidence of mortality and end stage kidney disease"},"content":{"rendered":"<p>https:\/\/onlinelibrary.wiley.com\/share\/author\/PSMI8PBJV4BZQMDJQYCZ?target=10.1002\/ajh.27472<\/p>\n<p>\u201cAuthors categorized newly diagnosed AL amyloidosis into three distinct subgroups with notable clinical characteristics and varying risks of all-cause mortality and ESKD. We demonstrate the power of using a comprehensive set of lab parameters with machine learning methods to improve prognostication\u201d<\/p>\n<p><span class=\"css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3\">Hot off the press <\/span><span class=\"r-18u37iz\"><a dir=\"ltr\" href=\"https:\/\/x.com\/AjHematology\" role=\"link\" class=\"css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21\">@AjHematology <\/a><\/span><span class=\"r-18u37iz\"><a dir=\"ltr\" href=\"https:\/\/x.com\/BU_Amyloidosis\" role=\"link\" class=\"css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21\">@BU_Amyloidosis <\/a><\/span>researchers develop novel prognostic markers for end-stage kidney disease in AL amyloidosis using machine learning.<\/p>\n<div class=\"css-175oi2r r-xoduu5\"><span class=\"r-18u37iz\"><a dir=\"ltr\" href=\"https:\/\/x.com\/AshuNephro\" role=\"link\" class=\"css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21\">@AshuNephro<\/a><\/span><\/div>\n<div class=\"css-175oi2r r-xoduu5\"><span class=\"r-18u37iz\"><a dir=\"ltr\" href=\"https:\/\/x.com\/vsanchorawala\" role=\"link\" class=\"css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21\">@vsanchorawala<\/a><\/span><\/div>\n<div class=\"css-175oi2r r-xoduu5\"><span class=\"r-18u37iz\"><a dir=\"ltr\" href=\"https:\/\/x.com\/ShankaraKAnand\" role=\"link\" class=\"css-1jxf684 r-bcqeeo r-1ttztb7 r-qvutc0 r-poiln3 r-1loqt21\">@ShankaraKAnand<\/a><\/span><\/div>\n","protected":false},"excerpt":{"rendered":"<p>https:\/\/onlinelibrary.wiley.com\/share\/author\/PSMI8PBJV4BZQMDJQYCZ?target=10.1002\/ajh.27472 \u201cAuthors categorized newly diagnosed AL amyloidosis into three distinct subgroups with notable clinical characteristics and varying risks of all-cause mortality and ESKD. We demonstrate the power of using a comprehensive set of lab parameters with machine learning methods to improve prognostication\u201d Hot off the press @AjHematology @BU_Amyloidosis researchers develop novel prognostic markers for end-stage [&hellip;]<\/p>\n","protected":false},"author":22928,"featured_media":3886,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[2193],"tags":[],"_links":{"self":[{"href":"https:\/\/www.bumc.bu.edu\/nephrology\/wp-json\/wp\/v2\/posts\/3883"}],"collection":[{"href":"https:\/\/www.bumc.bu.edu\/nephrology\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.bumc.bu.edu\/nephrology\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.bumc.bu.edu\/nephrology\/wp-json\/wp\/v2\/users\/22928"}],"replies":[{"embeddable":true,"href":"https:\/\/www.bumc.bu.edu\/nephrology\/wp-json\/wp\/v2\/comments?post=3883"}],"version-history":[{"count":2,"href":"https:\/\/www.bumc.bu.edu\/nephrology\/wp-json\/wp\/v2\/posts\/3883\/revisions"}],"predecessor-version":[{"id":3885,"href":"https:\/\/www.bumc.bu.edu\/nephrology\/wp-json\/wp\/v2\/posts\/3883\/revisions\/3885"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.bumc.bu.edu\/nephrology\/wp-json\/wp\/v2\/media\/3886"}],"wp:attachment":[{"href":"https:\/\/www.bumc.bu.edu\/nephrology\/wp-json\/wp\/v2\/media?parent=3883"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.bumc.bu.edu\/nephrology\/wp-json\/wp\/v2\/categories?post=3883"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.bumc.bu.edu\/nephrology\/wp-json\/wp\/v2\/tags?post=3883"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}