{"id":35162,"date":"2025-08-25T18:27:05","date_gmt":"2025-08-25T16:27:05","guid":{"rendered":"https:\/\/www.graviton.at\/letterswaplibrary\/whats-the-most-comprehensive-medical-dataset-youve-used-that-includes-ehrs-physician-dictation-and-imaging-ct-mri-x-ray-how-well-did-it-cover-diverse-patient-demographics-and\/"},"modified":"2025-08-25T18:27:05","modified_gmt":"2025-08-25T16:27:05","slug":"whats-the-most-comprehensive-medical-dataset-youve-used-that-includes-ehrs-physician-dictation-and-imaging-ct-mri-x-ray-how-well-did-it-cover-diverse-patient-demographics-and","status":"publish","type":"post","link":"https:\/\/www.graviton.at\/letterswaplibrary\/whats-the-most-comprehensive-medical-dataset-youve-used-that-includes-ehrs-physician-dictation-and-imaging-ct-mri-x-ray-how-well-did-it-cover-diverse-patient-demographics-and\/","title":{"rendered":"What\u2019s The Most Comprehensive Medical Dataset You\u2019ve Used That Includes EHRs, Physician Dictation, And Imaging (CT, MRI, X-ray)? How Well Did It Cover Diverse Patient Demographics And Geographic Regions?"},"content":{"rendered":"<p><!-- SC_OFF --><\/p>\n<div class=\"md\">\n<p>I\u2019m exploring truly <strong>multimodal medical datasets<\/strong> that combine all three elements:<\/p>\n<ul>\n<li><strong>Structured EHR data<\/strong><\/li>\n<li><strong>Physician dictation<\/strong> (audio or transcripts)<\/li>\n<li><strong>Medical imaging<\/strong> (CT, MRI, X-ray)<\/li>\n<\/ul>\n<p>Looking for real-world experience\u2014especially around:<\/p>\n<ul>\n<li>Whether the dataset was <strong>diverse<\/strong> in terms of <strong>age, gender, ethnicity,<\/strong> and <strong>geographic representation<\/strong><\/li>\n<li>If modality coverage felt <strong>balanced<\/strong> or skewed toward one type<\/li>\n<li>Practical strengths or limitations you encountered in using such datasets<\/li>\n<\/ul>\n<p>Any specific dataset names, project insights, or lessons learned would be hugely appreciated!<\/p>\n<\/div>\n<p><!-- SC_ON -->   submitted by   <a href=\"https:\/\/www.reddit.com\/user\/Selmakiley\"> \/u\/Selmakiley <\/a> <br \/> <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1mzuhlq\/whats_the_most_comprehensive_medical_dataset\/\">[link]<\/a><\/span>   <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1mzuhlq\/whats_the_most_comprehensive_medical_dataset\/\">[comments]<\/a><\/span><\/p><div class='watch-action'><div class='watch-position align-right'><div class='action-like'><a class='lbg-style1 like-35162 jlk' href='javascript:void(0)' data-task='like' data-post_id='35162' data-nonce='65e0e39b87' 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-35162 lc'>0<\/span><\/a><\/div><\/div> <div class='status-35162 status align-right'><\/div><\/div><div class='wti-clear'><\/div>","protected":false},"excerpt":{"rendered":"<p>I\u2019m exploring truly multimodal medical datasets that combine all three elements: Structured EHR data Physician dictation (audio&#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-35162","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\/35162","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=35162"}],"version-history":[{"count":0,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/35162\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/media?parent=35162"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/categories?post=35162"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/tags?post=35162"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}