{"id":420,"date":"2024-05-27T14:17:42","date_gmt":"2024-05-27T13:17:42","guid":{"rendered":"https:\/\/eslsrv24.epfl.ch\/kid-ppg\/?page_id=420"},"modified":"2025-09-09T12:42:52","modified_gmt":"2025-09-09T11:42:52","slug":"publications","status":"publish","type":"page","link":"https:\/\/eslweb.epfl.ch\/kid-ppg\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"\n<h2>\n\t\t\tCodebase\t<\/h2>\n\t\t\t\t<a href=\"https:\/\/pypi.org\/project\/kid-ppg\/\"  target=\"_self\" itemprop=\"url\">\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/eslweb.epfl.ch\/kid-ppg\/wp-content\/uploads\/2024\/05\/python.svg\" alt=\"python\" itemprop=\"image\" height=\"185\" width=\"247\" title=\"python\" onerror=\"this.style.display='none'\" loading=\"lazy\" \/>\n\t\t\t\t<\/a>\n\t<p>You can directly use our pretrained KID-PPG model using our pypi package available <a href=\"https:\/\/pypi.org\/project\/kid-ppg\/\">here<\/a>.<\/p>\n\t\t\t\t<a href=\"https:\/\/pypi.org\/project\/kid-ppg\/\"  target=\"_self\" itemprop=\"url\">\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/eslweb.epfl.ch\/kid-ppg\/wp-content\/uploads\/2024\/05\/colab-300x181.png\" alt=\"colab\" itemprop=\"image\" height=\"181\" width=\"300\" title=\"colab\" onerror=\"this.style.display='none'\" loading=\"lazy\" \/>\n\t\t\t\t<\/a>\n\t<p>Check-out our end-to-end <code>kid-ppg<\/code> workflow in <a href=\"https:\/\/colab.research.google.com\/drive\/1I7lP_elVuzf3sn2Tlm0QsgarUR0_9z-l?usp=share_link\">this<\/a> tutorial notebook.<\/p>\n<h2>\n\t\t\tPapers\t<\/h2>\n\t<a href=https:\/\/infoscience.epfl.ch\/entities\/publication\/e1cbba82-0121-492c-9a9d-6c05a78485bb>KID-PPG: Knowledge Informed Deep Learning for Extracting Heart Rate from a Smartwatch<\/a>\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/eslweb.epfl.ch\/kid-ppg\/wp-content\/uploads\/2024\/05\/chris-1.jpg\" alt=\"chris\" itemprop=\"image\" height=\"482\" width=\"682\" title=\"chris\" onerror=\"this.style.display='none'\" loading=\"lazy\" \/>\n\n","protected":false},"excerpt":{"rendered":"<p>Codebase You can directly use our pretrained KID-PPG model using our pypi package available here. Check-out our end-to-end kid-ppg workflow in this tutorial notebook. Papers KID-PPG: Knowledge Informed Deep Learning for Extracting Heart Rate from a Smartwatch<\/p>\n","protected":false},"author":1,"featured_media":464,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"inspiro_page_layout":"narrow","inspiro_hide_title":false,"footnotes":""},"class_list":["post-420","page","type-page","status-publish","has-post-thumbnail","hentry"],"featured_media_urls":{"thumbnail":["https:\/\/eslweb.epfl.ch\/kid-ppg\/wp-content\/uploads\/2024\/05\/chris-1-150x150.jpg",150,150,true],"medium":["https:\/\/eslweb.epfl.ch\/kid-ppg\/wp-content\/uploads\/2024\/05\/chris-1-300x212.jpg",300,212,true],"medium_large":["https:\/\/eslweb.epfl.ch\/kid-ppg\/wp-content\/uploads\/2024\/05\/chris-1.jpg",682,482,false],"large":["https:\/\/eslweb.epfl.ch\/kid-ppg\/wp-content\/uploads\/2024\/05\/chris-1.jpg",682,482,false],"1536x1536":["https:\/\/eslweb.epfl.ch\/kid-ppg\/wp-content\/uploads\/2024\/05\/chris-1.jpg",682,482,false],"2048x2048":["https:\/\/eslweb.epfl.ch\/kid-ppg\/wp-content\/uploads\/2024\/05\/chris-1.jpg",682,482,false],"featured":["https:\/\/eslweb.epfl.ch\/kid-ppg\/wp-content\/uploads\/2024\/05\/chris-1.jpg",682,482,false],"featured@2x":["https:\/\/eslweb.epfl.ch\/kid-ppg\/wp-content\/uploads\/2024\/05\/chris-1.jpg",682,482,false],"featured-small":["https:\/\/eslweb.epfl.ch\/kid-ppg\/wp-content\/uploads\/2024\/05\/chris-1.jpg",682,482,false],"recent-thumbnail":["https:\/\/eslweb.epfl.ch\/kid-ppg\/wp-content\/uploads\/2024\/05\/chris-1-345x192.jpg",345,192,true],"recent-thumbnail-retina":["https:\/\/eslweb.epfl.ch\/kid-ppg\/wp-content\/uploads\/2024\/05\/chris-1-682x384.jpg",682,384,true],"woo-featured":["https:\/\/eslweb.epfl.ch\/kid-ppg\/wp-content\/uploads\/2024\/05\/chris-1-280x280.jpg",280,280,true],"entry-cover":["https:\/\/eslweb.epfl.ch\/kid-ppg\/wp-content\/uploads\/2024\/05\/chris-1.jpg",682,482,false],"entry-cover@2x":["https:\/\/eslweb.epfl.ch\/kid-ppg\/wp-content\/uploads\/2024\/05\/chris-1.jpg",682,482,false],"loop":["https:\/\/eslweb.epfl.ch\/kid-ppg\/wp-content\/uploads\/2024\/05\/chris-1-682x320.jpg",682,320,true],"loop@2x":["https:\/\/eslweb.epfl.ch\/kid-ppg\/wp-content\/uploads\/2024\/05\/chris-1.jpg",682,482,false],"portfolio-scroller-widget":["https:\/\/eslweb.epfl.ch\/kid-ppg\/wp-content\/uploads\/2024\/05\/chris-1.jpg",682,482,false],"portfolio_item-thumbnail":["https:\/\/eslweb.epfl.ch\/kid-ppg\/wp-content\/uploads\/2024\/05\/chris-1.jpg",566,400,false],"portfolio_item-thumbnail@2x":["https:\/\/eslweb.epfl.ch\/kid-ppg\/wp-content\/uploads\/2024\/05\/chris-1.jpg",682,482,false],"portfolio_item-masonry":["https:\/\/eslweb.epfl.ch\/kid-ppg\/wp-content\/uploads\/2024\/05\/chris-1.jpg",600,424,false],"portfolio_item-thumbnail_wide":["https:\/\/eslweb.epfl.ch\/kid-ppg\/wp-content\/uploads\/2024\/05\/chris-1.jpg",682,482,false],"portfolio_item-thumbnail_wide_cinema":["https:\/\/eslweb.epfl.ch\/kid-ppg\/wp-content\/uploads\/2024\/05\/chris-1.jpg",682,482,false],"portfolio_item-thumbnail_cinema":["https:\/\/eslweb.epfl.ch\/kid-ppg\/wp-content\/uploads\/2024\/05\/chris-1.jpg",474,335,false],"portfolio_item-thumbnail_portrait":["https:\/\/eslweb.epfl.ch\/kid-ppg\/wp-content\/uploads\/2024\/05\/chris-1.jpg",600,424,false],"portfolio_item-thumbnail_square":["https:\/\/eslweb.epfl.ch\/kid-ppg\/wp-content\/uploads\/2024\/05\/chris-1.jpg",682,482,false],"portfolio_item-masonry@2x":["https:\/\/eslweb.epfl.ch\/kid-ppg\/wp-content\/uploads\/2024\/05\/chris-1.jpg",682,482,false],"portfolio_item-thumbnail_portrait@2x":["https:\/\/eslweb.epfl.ch\/kid-ppg\/wp-content\/uploads\/2024\/05\/chris-1.jpg",682,482,false]},"_links":{"self":[{"href":"https:\/\/eslweb.epfl.ch\/kid-ppg\/wp-json\/wp\/v2\/pages\/420","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/eslweb.epfl.ch\/kid-ppg\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/eslweb.epfl.ch\/kid-ppg\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/eslweb.epfl.ch\/kid-ppg\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/eslweb.epfl.ch\/kid-ppg\/wp-json\/wp\/v2\/comments?post=420"}],"version-history":[{"count":13,"href":"https:\/\/eslweb.epfl.ch\/kid-ppg\/wp-json\/wp\/v2\/pages\/420\/revisions"}],"predecessor-version":[{"id":499,"href":"https:\/\/eslweb.epfl.ch\/kid-ppg\/wp-json\/wp\/v2\/pages\/420\/revisions\/499"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/eslweb.epfl.ch\/kid-ppg\/wp-json\/wp\/v2\/media\/464"}],"wp:attachment":[{"href":"https:\/\/eslweb.epfl.ch\/kid-ppg\/wp-json\/wp\/v2\/media?parent=420"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}