{"id":12512,"date":"2023-07-12T12:07:56","date_gmt":"2023-07-12T10:07:56","guid":{"rendered":"https:\/\/new.sano.science\/?post_type=research&#038;p=12512"},"modified":"2023-07-12T12:12:51","modified_gmt":"2023-07-12T10:12:51","slug":"disease-transition-modelling-using-self-semantic-machine-learning","status":"publish","type":"research","link":"https:\/\/sano.science\/research\/disease-transition-modelling-using-self-semantic-machine-learning\/","title":{"rendered":"Disease transition modelling using self-semantic machine learning"},"content":{"rendered":"\n<p class=\"eplus-wrapper wp-block-paragraph\"><strong>Funder<\/strong>: Diabetes UK<\/p>\n\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\"><strong>Sano team<\/strong>: Anna Drozdz, Jos\u00e9 Sousa<\/p>\n\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\"><strong>Goal<\/strong>: Prospect diseases transaction by modelling risk factors data by building machine self-semantic learning<\/p>\n\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\"><strong>Collaboration:&nbsp;<\/strong><\/p>\n\n\n<ul class=\"eplus-wrapper wp-block-list eplus-styles-uid-2f2b5b\">\n<li class=\" eplus-wrapper\">Queen\u2019s University Belfast<\/li>\n<\/ul>\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\"><strong>Data<\/strong>:<\/p>\n\n\n<ul class=\"eplus-wrapper wp-block-list eplus-styles-uid-6db667\">\n<li class=\" eplus-wrapper\">NICOLA IS THE &#8220;NORTHERN IRELAND COHORT FOR THE LONGITUDINAL STUDY OF AGEING&#8221; &#8211; The study has recruited 8,500 people from across Northern Ireland to provide a true representation of the Northern Ireland population.\u00a0 Our aim is to monitor these individuals and examine how their health, lifestyle, financial circumstances, and overall wellbeing changes over the next 10 years.<\/li>\n<\/ul>\n\n\n<p class=\"eplus-wrapper wp-block-paragraph\"><strong>Preliminary results:<\/strong><\/p>\n\n\n<ul class=\"eplus-wrapper wp-block-list eplus-styles-uid-94bba2\">\n<li class=\" 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