{"id":201646,"date":"2024-12-14T23:08:08","date_gmt":"2024-12-15T05:08:08","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2024\/12\/artificial-intelligence-for-cell-analysis-in-biologics-development"},"modified":"2024-12-14T23:08:08","modified_gmt":"2024-12-15T05:08:08","slug":"artificial-intelligence-for-cell-analysis-in-biologics-development","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2024\/12\/artificial-intelligence-for-cell-analysis-in-biologics-development","title":{"rendered":"Artificial Intelligence for Cell Analysis in Biologics Development"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/artificial-intelligence-for-cell-analysis-in-biologics-development.jpg\"><\/a><\/p>\n<p><strong>There\u2019s No Turning Back<\/strong><\/p>\n<p>Not long ago, solving the crystal structure of a protein required an entire PhD.<\/p>\n<p>Growing crystals, collecting X-ray diffraction data, and interpreting electron density maps often took years of optimization and expensive instruments. Even then, solving all protein structures was a challenge, further compounding the \u201cprotein folding problem\u201d in biology.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>There\u2019s No Turning Back Not long ago, solving the crystal structure of a protein required an entire PhD. Growing crystals, collecting X-ray diffraction data, and interpreting electron density maps often took years of optimization and expensive instruments. Even then, solving all protein structures was a challenge, further compounding the \u201cprotein folding problem\u201d in biology.<\/p>\n","protected":false},"author":662,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3,1965,6],"tags":[],"class_list":["post-201646","post","type-post","status-publish","format-standard","hentry","category-biological","category-mapping","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/201646","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/662"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=201646"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/201646\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=201646"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=201646"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=201646"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}