{"id":765,"date":"2021-01-03T11:56:07","date_gmt":"2021-01-03T11:56:07","guid":{"rendered":"http:\/\/www.awonderfulchoice.com\/web\/?page_id=765"},"modified":"2025-10-28T09:36:12","modified_gmt":"2025-10-28T09:36:12","slug":"nhs-sid","status":"publish","type":"page","link":"http:\/\/www.awonderfulchoice.com\/web\/clients\/nhs-sid\/","title":{"rendered":"NHS SID"},"content":{"rendered":"<h2 style=\"text-align: left;\">Sussex Integrated Dataset (SID)<\/h2>\n<p style=\"text-align: left;\">Assuming the role of Data Architect I have been responsible for designing and developing the database elements of the SID. This gathers data from Acute, Primary Care, Social Care and First Responders to create an anonymised health care data repository for the population of Sussex. The data repository now contains details of 3 million people with over 3 billion consultation records<\/p>\n<p style=\"text-align: left;\"><a href=\"http:\/\/www.awonderfulchoice.com\/web\/wp-content\/uploads\/2021\/01\/sid_logo-e1609674728686.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-297 alignright\" src=\"http:\/\/www.awonderfulchoice.com\/web\/wp-content\/uploads\/2021\/01\/sid_logo-e1609674728686.jpg\" alt=\"\" width=\"251\" height=\"166\" \/><\/a><\/p>\n<ul>\n<li style=\"text-align: left;\">Developed all database structures including multiple schema and procedures<\/li>\n<li style=\"text-align: left;\">Developed all analysis products<\/li>\n<li style=\"text-align: left;\">Implemented Machine Learning Algorithms to identify most influential data items for various research questions<\/li>\n<li style=\"text-align: left;\">Introduced Risk Stratification to Primary Care processes via Johns Hpkins Adjusted Clinical Groups<\/li>\n<li style=\"text-align: left;\">Useful documents from this work include <a href=\"http:\/\/www.awonderfulchoice.com\/web\/wp-content\/uploads\/2025\/10\/SID-Data-Rich-Picture-20250916.pdf\">a rich picture of data holdings<\/a> and <a href=\"http:\/\/www.awonderfulchoice.com\/web\/wp-content\/uploads\/2025\/10\/Combined-PseudoApp-JH-ACG-Interactions-20250529-2.pdf\">SID and ACG processing interaction<\/a>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Sussex Integrated Dataset (SID) Assuming the role of Data Architect I have been responsible for designing and developing the database elements of the SID. This gathers data from Acute, Primary Care, Social Care and First Responders to create an anonymised health care data repository for the population of Sussex. The data repository now contains details [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":420,"menu_order":7,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-765","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"http:\/\/www.awonderfulchoice.com\/web\/wp-json\/wp\/v2\/pages\/765","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.awonderfulchoice.com\/web\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/www.awonderfulchoice.com\/web\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/www.awonderfulchoice.com\/web\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.awonderfulchoice.com\/web\/wp-json\/wp\/v2\/comments?post=765"}],"version-history":[{"count":9,"href":"http:\/\/www.awonderfulchoice.com\/web\/wp-json\/wp\/v2\/pages\/765\/revisions"}],"predecessor-version":[{"id":882,"href":"http:\/\/www.awonderfulchoice.com\/web\/wp-json\/wp\/v2\/pages\/765\/revisions\/882"}],"up":[{"embeddable":true,"href":"http:\/\/www.awonderfulchoice.com\/web\/wp-json\/wp\/v2\/pages\/420"}],"wp:attachment":[{"href":"http:\/\/www.awonderfulchoice.com\/web\/wp-json\/wp\/v2\/media?parent=765"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}