{"id":59413,"date":"2025-01-20T12:30:30","date_gmt":"2025-01-20T11:30:30","guid":{"rendered":"https:\/\/www.ycomieronperdices.net\/temp\/oconnor2025\/aprendizaje-automatico-aplicado-a-la-deteccion-de-biomarcadores-relacionados-con-la-apnea-obstructiva-del-sueno-y-la-diabetes-mellitus\/"},"modified":"2025-07-23T14:27:52","modified_gmt":"2025-07-23T12:27:52","slug":"aprendizaje-automatico-aplicado-a-la-deteccion-de-biomarcadores-relacionados-con-la-apnea-obstructiva-del-sueno-y-la-diabetes-mellitus","status":"publish","type":"post","link":"https:\/\/carlosoconnor.es\/en\/aprendizaje-automatico-aplicado-a-la-deteccion-de-biomarcadores-relacionados-con-la-apnea-obstructiva-del-sueno-y-la-diabetes-mellitus\/","title":{"rendered":"Machine learning applied to the detection of biomarkers related to obstructive sleep apnea and diabetes mellitus"},"content":{"rendered":"<p>The pathophysiology of obstructive sleep apnea (OSA) and diabetes mellitus (DM) is still unknown, despite clinical reports linking the two conditions. After investigating the potential roles of DM-related genes in the pathophysiology of OSA, the study I am sharing with you aimed to investigate the molecular significance of the condition. Machine learning was a useful approach to understand complex gene expression data to find biomarkers for the diagnosis of OSA. The conclusions reached are quite interesting.<\/p>\n<p>&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8211;<\/p>\n<p>Link: https:\/\/pubmed.ncbi.nlm.nih.gov\/39804507\/<\/p>","protected":false},"excerpt":{"rendered":"<p>La fisiopatolog\u00eda de la apnea obstructiva del sue\u00f1o (AOS) y la diabetes mellitus (DM) a\u00fan es desconocida, a pesar de los informes cl\u00ednicos que vinculan las dos afecciones. Despu\u00e9s de&hellip;<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[270],"tags":[],"class_list":["post-59413","post","type-post","status-publish","format-standard","hentry","category-apnea-obstructiva-del-sueno"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Aprendizaje autom\u00e1tico aplicado a la detecci\u00f3n de biomarcadores relacionados con la apnea obstructiva del sue\u00f1o y la diabetes mellitus - Carlos O&#039;Connor<\/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:\/\/carlosoconnor.es\/en\/aprendizaje-automatico-aplicado-a-la-deteccion-de-biomarcadores-relacionados-con-la-apnea-obstructiva-del-sueno-y-la-diabetes-mellitus\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Aprendizaje autom\u00e1tico aplicado a la detecci\u00f3n de biomarcadores relacionados con la apnea obstructiva del sue\u00f1o y la diabetes mellitus - Carlos O&#039;Connor\" \/>\n<meta property=\"og:description\" content=\"La fisiopatolog\u00eda de la apnea obstructiva del sue\u00f1o (AOS) y la diabetes mellitus (DM) a\u00fan es desconocida, a pesar de los informes cl\u00ednicos que vinculan las dos afecciones. 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