{"id":1315,"date":"2025-09-17T02:00:00","date_gmt":"2025-09-17T02:00:00","guid":{"rendered":"http:\/\/sebigec.es\/blog\/?guid=30797d2f1a4f0abc5f0f0d74f9abafa3"},"modified":"2025-09-17T23:00:00","modified_gmt":"2025-09-17T23:00:00","slug":"unveiling-tissue-heterogeneity-through-genomic-interaction-encoded-image-representation-of-rna-sequencing-data","status":"publish","type":"post","link":"https:\/\/sebigec.es\/blog\/index.php\/2025\/09\/17\/unveiling-tissue-heterogeneity-through-genomic-interaction-encoded-image-representation-of-rna-sequencing-data\/","title":{"rendered":"Unveiling tissue heterogeneity through genomic interaction-encoded image representation of RNA-sequencing data"},"content":{"rendered":"This study analyzes RNA-sequencing data by converting gene-expression profiles into images that encode gene-gene interactions. This image-based representation, processed through deep learning to extract genetic patterns, significantly improves the accuracy of decomposing cellular compositions in samples while reducing susceptibility to noise compared to traditional methods.","protected":false},"excerpt":{"rendered":"<p>This study analyzes RNA-sequencing data by converting gene-expression profiles into images that encode gene-gene interactions. This image-based representation, processed through deep learning to extract genetic patterns, significantly improves the accu&#8230;<\/p>\n","protected":false},"author":261,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6,41],"tags":[48],"class_list":["post-1315","post","type-post","status-publish","format-standard","hentry","category-articulos","category-the-american-journal-of-human-genetics","tag-amjhumgenet"],"_links":{"self":[{"href":"https:\/\/sebigec.es\/blog\/index.php\/wp-json\/wp\/v2\/posts\/1315","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sebigec.es\/blog\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sebigec.es\/blog\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sebigec.es\/blog\/index.php\/wp-json\/wp\/v2\/users\/261"}],"replies":[{"embeddable":true,"href":"https:\/\/sebigec.es\/blog\/index.php\/wp-json\/wp\/v2\/comments?post=1315"}],"version-history":[{"count":23,"href":"https:\/\/sebigec.es\/blog\/index.php\/wp-json\/wp\/v2\/posts\/1315\/revisions"}],"predecessor-version":[{"id":2435,"href":"https:\/\/sebigec.es\/blog\/index.php\/wp-json\/wp\/v2\/posts\/1315\/revisions\/2435"}],"wp:attachment":[{"href":"https:\/\/sebigec.es\/blog\/index.php\/wp-json\/wp\/v2\/media?parent=1315"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sebigec.es\/blog\/index.php\/wp-json\/wp\/v2\/categories?post=1315"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sebigec.es\/blog\/index.php\/wp-json\/wp\/v2\/tags?post=1315"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}