{"id":200635,"date":"2024-12-02T17:23:54","date_gmt":"2024-12-02T23:23:54","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2024\/12\/novel-quantum-computing-algorithm-enhances-single-cell-analysis"},"modified":"2024-12-02T17:23:54","modified_gmt":"2024-12-02T23:23:54","slug":"novel-quantum-computing-algorithm-enhances-single-cell-analysis","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2024\/12\/novel-quantum-computing-algorithm-enhances-single-cell-analysis","title":{"rendered":"Novel quantum computing algorithm enhances single-cell analysis"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/novel-quantum-computing-algorithm-enhances-single-cell-analysis2.jpg\"><\/a><\/p>\n<p>A new quantum algorithm developed by University of Georgia statisticians addresses one of the most complex challenges in single-cell analysis, signaling significant impact in both the fields of computational biology and quantum computing.<\/p>\n<p>The study, \u201c<a href=\"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/01621459.2024.2404259\" target=\"_blank\">Bisection Grover\u2019s Search Algorithm and Its Application in Analyzing CITE-seq Data<\/a>,\u201d was published in the <i>Journal of the American Statistical Association<\/i> on Sept. 20.<\/p>\n<p>While traditional approaches struggle to handle the immense amount of data generated from measuring both RNA and <a href=\"https:\/\/phys.org\/tags\/protein+expression\/\" rel=\"tag\" class=\"\">protein expression<\/a> in individual cells, the new <a href=\"https:\/\/phys.org\/tags\/quantum+algorithm\/\" rel=\"tag\" class=\"\">quantum algorithm<\/a> enables analysis of data from a single-cell technology known as CITE-seq. It allows for selection of the most important markers from billions of possible combinations\u2014a task that would be formidable using classical methods.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>A new quantum algorithm developed by University of Georgia statisticians addresses one of the most complex challenges in single-cell analysis, signaling significant impact in both the fields of computational biology and quantum computing. The study, \u201cBisection Grover\u2019s Search Algorithm and Its Application in Analyzing CITE-seq Data,\u201d was published in the Journal of the American Statistical [\u2026]<\/p>\n","protected":false},"author":396,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3,1523,41,1617],"tags":[],"class_list":["post-200635","post","type-post","status-publish","format-standard","hentry","category-biological","category-computing","category-information-science","category-quantum-physics"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/200635","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\/396"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=200635"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/200635\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=200635"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=200635"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=200635"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}