{"id":233889,"date":"2026-03-23T11:05:55","date_gmt":"2026-03-23T16:05:55","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2026\/03\/automated-classification-of-mitral-and-tricuspid-regurgitation-with-explainability-and-real%e2%80%90world-practice-experience"},"modified":"2026-03-23T11:05:55","modified_gmt":"2026-03-23T16:05:55","slug":"automated-classification-of-mitral-and-tricuspid-regurgitation-with-explainability-and-real%e2%80%90world-practice-experience","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2026\/03\/automated-classification-of-mitral-and-tricuspid-regurgitation-with-explainability-and-real%e2%80%90world-practice-experience","title":{"rendered":"Automated Classification of Mitral and Tricuspid Regurgitation With Explainability and Real\u2010World Practice Experience"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/automated-classification-of-mitral-and-tricuspid-regurgitation-with-explainability-and-reale28090world-practice-experience2.jpg\"><\/a><\/p>\n<p>An explainable AI system enables accurate, flow-aware grading of mitral and tricuspid regurgitation in routine echocardiography.<\/p>\n<hr>\n<p>Mitral regurgitation and tricuspid regurgitation frequently coexist and are evaluated using overlapping echocardiographic views. Although artificial intelligence\u2013based approaches have shown promise, current existing models lack explainability and physiologic constraints, limiting their reliability and adoption in real\u2010world echocardiographic workflows.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>An explainable AI system enables accurate, flow-aware grading of mitral and tricuspid regurgitation in routine echocardiography. Mitral regurgitation and tricuspid regurgitation frequently coexist and are evaluated using overlapping echocardiographic views. Although artificial intelligence\u2013based approaches have shown promise, current existing models lack explainability and physiologic constraints, limiting their reliability and adoption in real\u2010world echocardiographic workflows.<\/p>\n","protected":false},"author":662,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-233889","post","type-post","status-publish","format-standard","hentry","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/233889","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=233889"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/233889\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=233889"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=233889"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=233889"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}