{"id":1708,"date":"2019-10-01T18:16:23","date_gmt":"2019-10-01T22:16:23","guid":{"rendered":"https:\/\/josephpcohen.com\/w\/?p=1708"},"modified":"2023-01-21T18:26:09","modified_gmt":"2023-01-21T23:26:09","slug":"icentia11k-single-lead-continuous-raw-electrocardiogram-dataset","status":"publish","type":"post","link":"https:\/\/josephpcohen.com\/w\/icentia11k-single-lead-continuous-raw-electrocardiogram-dataset\/","title":{"rendered":"Icentia11k ECG Dataset"},"content":{"rendered":"<p><a href=\"http:\/\/josephpcohen.com\/w\/wp-content\/uploads\/2023\/01\/icentia11k.jpg\"><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-large wp-image-1709\" src=\"http:\/\/josephpcohen.com\/w\/wp-content\/uploads\/2023\/01\/icentia11k-1024x439.jpg\" alt=\"\" width=\"1024\" height=\"439\" srcset=\"https:\/\/josephpcohen.com\/w\/wp-content\/uploads\/2023\/01\/icentia11k-1024x439.jpg 1024w, https:\/\/josephpcohen.com\/w\/wp-content\/uploads\/2023\/01\/icentia11k-300x129.jpg 300w, https:\/\/josephpcohen.com\/w\/wp-content\/uploads\/2023\/01\/icentia11k-768x329.jpg 768w, https:\/\/josephpcohen.com\/w\/wp-content\/uploads\/2023\/01\/icentia11k-1536x659.jpg 1536w, https:\/\/josephpcohen.com\/w\/wp-content\/uploads\/2023\/01\/icentia11k.jpg 1958w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/p>\n<p>The Icentia11k Single Lead Continuous Raw Electrocardiogram Dataset<\/p>\n<p>This is a dataset of continuous raw electrocardiogram (ECG) signals containing 11 thousand patients and 2 billion labelled beats. The signals were recorded with a 16-bit resolution at 250Hz with a fixed chest mounted single lead probe for up to 2 weeks. The average age of the patient is 62.2\u00b117.4 years. 20 technologists annotated each beat&#8217;s type (Normal, Premature Atrial Contraction, Premature Ventricular contraction) and rhythm (Normal Sinusal Rhythm, Atrial Fibrillation, Atrial Flutter).<\/p>\n<p>More info: <a href=\"https:\/\/www.physionet.org\/content\/icentia11k-continuous-ecg\/\">https:\/\/www.physionet.org\/content\/icentia11k-continuous-ecg\/<\/a><\/p>\n<p>More info:\u00a0 <a href=\"https:\/\/arxiv.org\/abs\/1910.09570\">https:\/\/arxiv.org\/abs\/1910.09570<\/a><\/p>\n<p>Citation:<\/p>\n<p>Tan, S., Androz, G., Ortiz-Gagn\u00e9, S., Chamseddine, A., Fecteau, P., Courville, A., Bengio, Y., &amp; Cohen, J. P. (2021). Icentia11K: An Unsupervised Representation Learning Dataset for Arrhythmia Subtype Discovery. Computing in Cardiology Conference (CinC).<\/p>\n","protected":false},"excerpt":{"rendered":"<div class=\"mh-excerpt\"><p>The Icentia11k Single Lead Continuous Raw Electrocardiogram Dataset This is a dataset of continuous raw electrocardiogram (ECG) signals containing 11 thousand patients and 2 billion <a class=\"mh-excerpt-more\" href=\"https:\/\/josephpcohen.com\/w\/icentia11k-single-lead-continuous-raw-electrocardiogram-dataset\/\" title=\"Icentia11k ECG Dataset\">[&#8230;]<\/a><\/p>\n<\/div>","protected":false},"author":1,"featured_media":1715,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[16,22],"tags":[26,28,25,24,27],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Icentia11k ECG Dataset - Joseph Paul Cohen PhD<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/josephpcohen.com\/w\/icentia11k-single-lead-continuous-raw-electrocardiogram-dataset\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Icentia11k ECG Dataset - Joseph Paul Cohen PhD\" \/>\n<meta property=\"og:description\" content=\"The Icentia11k Single Lead Continuous Raw Electrocardiogram Dataset This is a dataset of continuous raw electrocardiogram (ECG) signals containing 11 thousand patients and 2 billion [...]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/josephpcohen.com\/w\/icentia11k-single-lead-continuous-raw-electrocardiogram-dataset\/\" \/>\n<meta property=\"og:site_name\" content=\"Joseph Paul Cohen PhD\" \/>\n<meta property=\"article:published_time\" content=\"2019-10-01T22:16:23+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-01-21T23:26:09+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/josephpcohen.com\/w\/wp-content\/uploads\/2019\/10\/icentia11k-logo.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"500\" \/>\n\t<meta property=\"og:image:height\" content=\"500\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Joseph Paul Cohen\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Joseph Paul Cohen\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/josephpcohen.com\/w\/icentia11k-single-lead-continuous-raw-electrocardiogram-dataset\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/josephpcohen.com\/w\/icentia11k-single-lead-continuous-raw-electrocardiogram-dataset\/\"},\"author\":{\"name\":\"Joseph Paul Cohen\",\"@id\":\"https:\/\/josephpcohen.com\/w\/#\/schema\/person\/e25d0d5746952220f35d182ca7aa8684\"},\"headline\":\"Icentia11k ECG Dataset\",\"datePublished\":\"2019-10-01T22:16:23+00:00\",\"dateModified\":\"2023-01-21T23:26:09+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/josephpcohen.com\/w\/icentia11k-single-lead-continuous-raw-electrocardiogram-dataset\/\"},\"wordCount\":131,\"publisher\":{\"@id\":\"https:\/\/josephpcohen.com\/w\/#\/schema\/person\/e25d0d5746952220f35d182ca7aa8684\"},\"keywords\":[\"cardiology\",\"cardiostat\",\"ecg\",\"electrocardiogram\",\"health ai\"],\"articleSection\":[\"Featured\",\"Research\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/josephpcohen.com\/w\/icentia11k-single-lead-continuous-raw-electrocardiogram-dataset\/\",\"url\":\"https:\/\/josephpcohen.com\/w\/icentia11k-single-lead-continuous-raw-electrocardiogram-dataset\/\",\"name\":\"Icentia11k ECG Dataset - 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