{"id":39600,"date":"2026-03-13T03:27:17","date_gmt":"2026-03-13T02:27:17","guid":{"rendered":"https:\/\/www.graviton.at\/letterswaplibrary\/starting-a-small-project-exploring-mimic-iv\/"},"modified":"2026-03-13T03:27:17","modified_gmt":"2026-03-13T02:27:17","slug":"starting-a-small-project-exploring-mimic-iv","status":"publish","type":"post","link":"https:\/\/www.graviton.at\/letterswaplibrary\/starting-a-small-project-exploring-mimic-iv\/","title":{"rendered":"Starting A Small Project Exploring MIMIC-IV."},"content":{"rendered":"<p><!-- SC_OFF --><\/p>\n<div class=\"md\">\n<p>As a cardiology resident interested in clinical AI, my goal is to better understand how real ICU data can be used for predictive modeling. Current focus: \u2022 dataset exploration \u2022 variable understanding \u2022 data cleaning<\/p>\n<p>Currently in the dataset exploration and cleaning phase. MIMIC is incredibly rich: thousands of ICU stays and hundreds of clinical variables \u2014 but turning raw hospital data into something usable for ML is not trivial.<\/p>\n<p>My goal is simple: learn how clinical data can be transformed into predictive models for patient outcomes. Curious to hear from others who have worked with MIMIC or clinical ML.<\/p>\n<\/div>\n<p><!-- SC_ON -->   submitted by   <a href=\"https:\/\/www.reddit.com\/user\/FrequentViolinist672\"> \/u\/FrequentViolinist672 <\/a> <br \/> <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1rsb32y\/starting_a_small_project_exploring_mimiciv\/\">[link]<\/a><\/span>   <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1rsb32y\/starting_a_small_project_exploring_mimiciv\/\">[comments]<\/a><\/span><\/p><div class='watch-action'><div class='watch-position align-right'><div class='action-like'><a class='lbg-style1 like-39600 jlk' href='javascript:void(0)' data-task='like' data-post_id='39600' data-nonce='72e055e984' rel='nofollow'><img class='wti-pixel' src='https:\/\/www.graviton.at\/letterswaplibrary\/wp-content\/plugins\/wti-like-post\/images\/pixel.gif' title='Like' \/><span class='lc-39600 lc'>0<\/span><\/a><\/div><\/div> <div class='status-39600 status align-right'><\/div><\/div><div class='wti-clear'><\/div>","protected":false},"excerpt":{"rendered":"<p>As a cardiology resident interested in clinical AI, my goal is to better understand how real ICU&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[85],"tags":[],"class_list":["post-39600","post","type-post","status-publish","format-standard","hentry","category-datatards","wpcat-85-id"],"_links":{"self":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/39600","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/comments?post=39600"}],"version-history":[{"count":0,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/39600\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/media?parent=39600"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/categories?post=39600"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/tags?post=39600"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}