{"id":260,"date":"2024-02-06T12:36:16","date_gmt":"2024-02-06T11:36:16","guid":{"rendered":"https:\/\/medimint.unibs.it\/?p=260"},"modified":"2024-02-06T14:29:05","modified_gmt":"2024-02-06T13:29:05","slug":"ecg-analysis","status":"publish","type":"post","link":"https:\/\/medimint.unibs.it\/index.php\/2024\/02\/06\/ecg-analysis\/","title":{"rendered":"ECG signal analysis"},"content":{"rendered":"\n<p><main class=\"main-landmark ng-trigger ng-trigger-routeChangeAnimation\" _ngcontent-ng-c3814980505=\"\"><div class=\"chat-container ng-tns-c2476251616-2 ng-star-inserted at-least-desktop-small\" _ngcontent-ng-c2476251616=\"\"><div id=\"chat-history\" class=\"chat-history-scroll-container ng-tns-c2476251616-2 show-bottom-shadow\" _ngcontent-ng-c2476251616=\"\"><div class=\"conversation-container ng-tns-c2476251616-2 visd-patch ng-star-inserted\" _ngcontent-ng-c2476251616=\"\"><div class=\"ng-tns-c3693402624-125\" _ngcontent-ng-c3693402624=\"\"><div class=\"response-container ng-tns-c2521977130-126 ng-star-inserted response-container-has-multiple-responses\" _ngcontent-ng-c2521977130=\"\"><div class=\"presented-response-container ng-tns-c2521977130-126\" _ngcontent-ng-c2521977130=\"\"><div class=\"response-container-content ng-tns-c2521977130-126\" _ngcontent-ng-c2521977130=\"\"><div class=\"response-content ng-trigger ng-trigger-responsePopulation ng-tns-c2521977130-126 ng-animate-disabled\" _ngcontent-ng-c3693402624=\"\"><div class=\"markdown markdown-main-panel\" dir=\"ltr\" _ngcontent-ng-c2405061926=\"\"><p data-sourcepos=\"1:1-1:147\"><span>We combine deep learning and transformers to automate and improve heart condition diagnoses from ECG. Transformers are particularly able to tackle long-range patterns crucial for comprehensive analysis, potentially leading to more accurate and objective interpretations despite challenges like data needs and explainability. These promising approaches hold significant potential for the future of heart disease diagnosis.<\/span><\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/main><\/p>\n","protected":false},"excerpt":{"rendered":"<p>We combine deep learning and transformers to automate and improve heart condition diagnoses from ECG. Transformers are particularly able to tackle long-range patterns crucial for comprehensive analysis, potentially leading to more accurate and objective interpretations despite challenges like data needs and explainability. These promising approaches hold significant potential for the future of heart disease diagnosis.<\/p>\n","protected":false},"author":1,"featured_media":264,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[16],"tags":[],"class_list":["post-260","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-projects"],"_links":{"self":[{"href":"https:\/\/medimint.unibs.it\/index.php\/wp-json\/wp\/v2\/posts\/260","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/medimint.unibs.it\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/medimint.unibs.it\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/medimint.unibs.it\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/medimint.unibs.it\/index.php\/wp-json\/wp\/v2\/comments?post=260"}],"version-history":[{"count":2,"href":"https:\/\/medimint.unibs.it\/index.php\/wp-json\/wp\/v2\/posts\/260\/revisions"}],"predecessor-version":[{"id":285,"href":"https:\/\/medimint.unibs.it\/index.php\/wp-json\/wp\/v2\/posts\/260\/revisions\/285"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/medimint.unibs.it\/index.php\/wp-json\/wp\/v2\/media\/264"}],"wp:attachment":[{"href":"https:\/\/medimint.unibs.it\/index.php\/wp-json\/wp\/v2\/media?parent=260"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/medimint.unibs.it\/index.php\/wp-json\/wp\/v2\/categories?post=260"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/medimint.unibs.it\/index.php\/wp-json\/wp\/v2\/tags?post=260"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}