{"id":615,"date":"2022-01-18T13:15:12","date_gmt":"2022-01-18T13:15:12","guid":{"rendered":"https:\/\/wellai.health\/blog\/?p=615"},"modified":"2022-01-18T13:15:12","modified_gmt":"2022-01-18T13:15:12","slug":"wellai-scientists-use-breakthroughs-in-systems-biology-and-latent-knowledge-from-science-literature","status":"publish","type":"post","link":"https:\/\/wellai.health\/blog\/wellai-scientists-use-breakthroughs-in-systems-biology-and-latent-knowledge-from-science-literature\/","title":{"rendered":"WellAI scientists use breakthroughs in Systems Biology and latent knowledge from science literature"},"content":{"rendered":"<p><strong>Did you know that human attention span has dropped below that of a goldfish for the first time ever?\u00a0 <\/strong><\/p>\n<p><strong>\u00a0<\/strong><\/p>\n<p>It\u2019s 8 seconds and 9 seconds respectively.<\/p>\n<p>&nbsp;<\/p>\n<p>Why is that?\u00a0 Humans are overwhelmed with data and information.\u00a0 Human knowledge is growing exponentially.<\/p>\n<p>&nbsp;<\/p>\n<p>Physicians are burned out in their daily jobs \u2013 because of COVID, the staffing crisis and the crumbling healthcare system.\u00a0 They don\u2019t have time to read even one new medical article per day, not to mention thousands that are coming out daily.<\/p>\n<p>&nbsp;<\/p>\n<p>Even scientists are overwhelmed.\u00a0 Before starting a new research project, some scientists have to spend 6 months of learning to get up to speed on a particular topic.<\/p>\n<p>&nbsp;<\/p>\n<p>Fortunately, using the latest breakthroughs in Systems Biology and Natural Language Processing, WellAI scientists were able to develop the largest system of the interactions between the components of biological systems and medical systems in general \u2013 e.g. between enzymes and metabolites, histones and DNA, symptoms and diseases, diseases and medical tests, etc.<\/p>\n<p>&nbsp;<\/p>\n<p>In our ongoing educational series, Daniel Satchkov, head of machine learning at WellAI, explains how we do it.\u00a0 Daniel also insists that mathematicians have a richer imagination than poets.\u00a0 \ud83d\ude0a<\/p>\n<p><a href=\"https:\/\/youtu.be\/ojRCG686jSo\">https:\/\/youtu.be\/ojRCG686jSo<\/a><\/p>\n<p>&nbsp;<\/p>\n<p>We are at the very beginning of understanding applications of mathematics and data science in medicine and other fields of life!<\/p>\n<p>&nbsp;<\/p>\n<p>Stay healthy!\u00a0 Stay knowledgeable about your health.<\/p>\n<p>&nbsp;<\/p>\n<p>Happy and Healthy 2022!<\/p>\n<p><a href=\"https:\/\/wellai.health\">WellAI<\/a> Team<\/p>\n<p><a href=\"https:\/\/wellai.health\">wellai.health<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Did you know that human attention span has dropped below that of a goldfish for the first time ever?\u00a0 \u00a0<\/p>\n","protected":false},"author":3,"featured_media":616,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[173],"tags":[189,190,191,192],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/wellai.health\/blog\/wp-content\/uploads\/2022\/01\/WellAI-scientists-use-breakthroughs-in-Systems-Biology-and-latent-knowledge-from-science-literature-e1642511616188.jpg?fit=700%2C397&ssl=1","jetpack_sharing_enabled":true,"jetpack_likes_enabled":true,"_links":{"self":[{"href":"https:\/\/wellai.health\/blog\/wp-json\/wp\/v2\/posts\/615"}],"collection":[{"href":"https:\/\/wellai.health\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wellai.health\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wellai.health\/blog\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/wellai.health\/blog\/wp-json\/wp\/v2\/comments?post=615"}],"version-history":[{"count":2,"href":"https:\/\/wellai.health\/blog\/wp-json\/wp\/v2\/posts\/615\/revisions"}],"predecessor-version":[{"id":618,"href":"https:\/\/wellai.health\/blog\/wp-json\/wp\/v2\/posts\/615\/revisions\/618"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wellai.health\/blog\/wp-json\/wp\/v2\/media\/616"}],"wp:attachment":[{"href":"https:\/\/wellai.health\/blog\/wp-json\/wp\/v2\/media?parent=615"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wellai.health\/blog\/wp-json\/wp\/v2\/categories?post=615"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wellai.health\/blog\/wp-json\/wp\/v2\/tags?post=615"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}