{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,30]],"date-time":"2026-09-30T01:13:56Z","timestamp":1790730836792,"version":"4.1.0"},"reference-count":13,"publisher":"JMIR Publications Inc.","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JMIR Med Educ"],"abstract":"<jats:p>Our research letter investigates the potential, as well as the current limitations, of widely available text-to-image tools in generating images for medical education. We focused on illustrations of important physical signs in the face (for which confidentiality issues in conventional patient photograph use may be a particular concern) that medics should know about, and we used facial images of hypothyroidism and Horner syndrome as examples.<\/jats:p>","DOI":"10.2196\/52155","type":"journal-article","created":{"date-parts":[[2024,1,29]],"date-time":"2024-01-29T10:32:28Z","timestamp":1706524348000},"page":"e52155","source":"Crossref","is-referenced-by-count":41,"title":["Using AI Text-to-Image Generation to Create Novel Illustrations for Medical Education: Current Limitations as Illustrated by Hypothyroidism and Horner Syndrome"],"prefix":"10.2196","volume":"10","author":[{"ORCID":"https:\/\/orcid.org\/0009-0003-9638-4191","authenticated-orcid":false,"given":"Ajay","family":"Kumar","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4803-5670","authenticated-orcid":false,"given":"Pierce","family":"Burr","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6195-070X","authenticated-orcid":false,"given":"Tim Michael","family":"Young","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1010","published-online":{"date-parts":[[2024,2,22]]},"reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.222268"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1148\/ryct.220297"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.2196\/43110"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1080\/01405110600863365"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1136\/bmj.n993"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1002\/(SICI)1098-2353(1999)12:5<345::AID-CA5>3.0.CO;2-L"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.2303.07909"},{"key":"ref8","unstructured":"ChatGPTOpenAI2024-01-10https:\/\/chat.openai.com"},{"key":"ref9","unstructured":"DALL\u00b7E 2OpenAI2024-01-10https:\/\/openai.com\/dall-e-2"},{"key":"ref10","unstructured":"MidjourneyMidjourney Inc2023-07-03https:\/\/www.midjourney.com\/home\/"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1002\/ase.1965"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.2196\/48785"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.56741\/jnest.v2i02.315"}],"container-title":["JMIR Medical Education"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/mededu.jmir.org\/2024\/1\/e52155","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,6,30]],"date-time":"2026-06-30T17:36:39Z","timestamp":1782840999000},"score":1,"resource":{"primary":{"URL":"https:\/\/mededu.jmir.org\/2024\/1\/e52155"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,2,22]]},"references-count":13,"URL":"https:\/\/doi.org\/10.2196\/52155","relation":{"has-preprint":[{"id-type":"doi","id":"10.2196\/preprints.52155","asserted-by":"object"}]},"ISSN":["2369-3762"],"issn-type":[{"value":"2369-3762","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,2,22]]}}}