{"id":7426,"date":"2025-06-25T17:04:59","date_gmt":"2025-06-25T14:04:59","guid":{"rendered":"https:\/\/jordan-cardiac.org\/?p=7426"},"modified":"2025-06-25T17:04:59","modified_gmt":"2025-06-25T14:04:59","slug":"ai-predicts-lbbb-risk-in-tavr-patients-before-treatment","status":"publish","type":"post","link":"https:\/\/jordan-cardiac.org\/en\/ai-predicts-lbbb-risk-in-tavr-patients-before-treatment\/","title":{"rendered":"AI Predicts LBBB Risk in TAVR Patients Before Treatment"},"content":{"rendered":"<div>AI Predicts LBBB Risk in TAVR Patients Before Treatment<\/div>\n<div>Source: May 5, 2025.Journal: Future Cardiology<\/div>\n<div><\/div>\n<div>Key Highlights:<\/div>\n<div><span> 1. Clinical Problem<\/span><\/div>\n<div><span> \u2022 TAVR (Transcatheter Aortic Valve Replacement) is commonly associated with new-onset Left Bundle Branch Block (LBBB) due to mechanical injury near the aortic valve. LBBB risk after TAVI is influenced by several factors, including valve type (higher with self-expandable valves), implantation depth, patient anatomy (e.g., septal thickness or calcification)&amp; the expertise of the center.<\/span><\/div>\n<div><span> \u2022 Predicting this complication before the procedure has been a challenge.<\/span><\/div>\n<div><span> 2. Study Goal<\/span><\/div>\n<div><span> \u2022 To determine whether AI can predict LBBB risk before TAVR, using only pre-procedure data.<\/span><\/div>\n<div><span> 3. Methodology<\/span><\/div>\n<div><span> \u2022 Data from 469 TAVR patients with no prior LBBB were analyzed.<\/span><\/div>\n<div><span> \u2022 Split into:<\/span><\/div>\n<div><span> \u2022 328 patients for training AI models<\/span><\/div>\n<div><\/div>\n<div><span> \u2022 141 patients for testing performance<\/span><\/div>\n<div><span> \u2022 Various AI models were evaluated.<\/span><\/div>\n<div><span> 4. Key Findings<\/span><\/div>\n<div><\/div>\n<div><span> \u2022 All predictions were based solely on pre-implantation clinical and imaging data.<\/span><\/div>\n<div><span> 5. Clinical Implications<\/span><\/div>\n<div><span> \u2022 The study shows promise for AI-assisted risk prediction in interventional cardiology.<\/span><\/div>\n<div><span> \u2022 Early identification of high-risk patients may guide device choice, procedural planning, and patient counseling.<\/span><\/div>\n<div><span> 6. Future Directions<\/span><\/div>\n<div><span> \u2022 Integrate AI into routine clinical pathways<\/span><\/div>\n<div><\/div>\n<div><a href=\"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/14796678.2025.2498866#d1e715\">https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/14796678.2025.2498866#d1e715<\/a><\/div>\n","protected":false},"excerpt":{"rendered":"<p>AI Predicts LBBB Risk in TAVR Patients Before Treatment Source: May 5, 2025.Journal: Future Cardiology Key Highlights: 1. Clinical Problem \u2022 TAVR (Transcatheter Aortic Valve Replacement) is commonly associated with new-onset Left Bundle Branch Block (LBBB) due to mechanical injury near the aortic valve. LBBB risk after TAVI is influenced by several factors, including valve [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-7426","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/jordan-cardiac.org\/en\/wp-json\/wp\/v2\/posts\/7426","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/jordan-cardiac.org\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/jordan-cardiac.org\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/jordan-cardiac.org\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/jordan-cardiac.org\/en\/wp-json\/wp\/v2\/comments?post=7426"}],"version-history":[{"count":1,"href":"https:\/\/jordan-cardiac.org\/en\/wp-json\/wp\/v2\/posts\/7426\/revisions"}],"predecessor-version":[{"id":7427,"href":"https:\/\/jordan-cardiac.org\/en\/wp-json\/wp\/v2\/posts\/7426\/revisions\/7427"}],"wp:attachment":[{"href":"https:\/\/jordan-cardiac.org\/en\/wp-json\/wp\/v2\/media?parent=7426"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/jordan-cardiac.org\/en\/wp-json\/wp\/v2\/categories?post=7426"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/jordan-cardiac.org\/en\/wp-json\/wp\/v2\/tags?post=7426"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}