{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,10]],"date-time":"2026-02-10T16:43:10Z","timestamp":1770741790736,"version":"3.49.0"},"reference-count":79,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100016190","name":"Trond Mohn Foundation","doi-asserted-by":"publisher","award":["813558"],"award-info":[{"award-number":["813558"]}],"id":[{"id":"10.13039\/100016190","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Visual. Comput. Graphics"],"published-print":{"date-parts":[[2026,1]]},"DOI":"10.1109\/tvcg.2025.3633883","type":"journal-article","created":{"date-parts":[[2025,12,4]],"date-time":"2025-12-04T18:37:04Z","timestamp":1764873424000},"page":"320-330","source":"Crossref","is-referenced-by-count":0,"title":["\u201cIt Looks Sexy but it's Wrong.\u201d Tensions in Creativity and Accuracy using genAI for Biomedical Visualization"],"prefix":"10.1109","volume":"32","author":[{"given":"Roxanne","family":"Ziman","sequence":"first","affiliation":[{"name":"Univ. of Bergen, Norway"}]},{"given":"Shehryar","family":"Saharan","sequence":"additional","affiliation":[{"name":"Univ. of Toronto, Canada"}]},{"given":"Ga\u00ebl","family":"McGill","sequence":"additional","affiliation":[{"name":"Harvard Medical School and Digizyme, United States"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7134-2006","authenticated-orcid":false,"given":"Laura","family":"Garrison","sequence":"additional","affiliation":[{"name":"Univ. of Bergen, Norway"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/VIS54172.2023.00050"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1021\/acs.jchemed.3c00323"},{"key":"ref3","year":"2023","journal-title":"Assoc. of Medical Illustrators. AMI Diversity Fellowship"},{"key":"ref4","year":"2025","journal-title":"Assoc. of Medical Illustrators. Learn about medical illustration"},{"key":"ref5","year":"2023","journal-title":"Assoc. of Medical Illustrators and Johnson & Johnson. Illustrate Change"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/MCG.2024.3362168"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3613905.3651041"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.2407886121"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.53841\/bpsqmip.2022.1.33.46"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/s00266-023-03826-w"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2023.3327369"},{"key":"ref12","article-title":"The CLeAR documentation framework for AI transparency","author":"Chmielinski","year":"2024","journal-title":"The Shorenstein Center on Media, Politics and Public Policy"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1201\/9781003217817"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/3613904.3642056"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.12987\/9780300252392"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.2307\/2928741"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/3544548.3581086"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/3613904.3641957"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.cag.2004.03.013"},{"key":"ref20","year":"2024","journal-title":"Dovetail. Dovetail. Dovetail"},{"key":"ref21","volume-title":"EuroGraphics Association. EG Symposium on Visual Computing for Biology and Medicine. EuroGraphics","year":"2024"},{"key":"ref22","article-title":"Skin color does not equal diversity","author":"Fung","year":"2024","journal-title":"Medium"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-66789-3"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1515\/9781400873180"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.14575"},{"key":"ref26","first-page":"1","article-title":"An exploration of practice and preferences for the visual communication of biomedical processes","volume-title":"Proc EG VCBM","author":"Garrison","year":"2021"},{"key":"ref27","volume-title":"Better: A Surgeon\u2019s Notes on Performance","author":"Gawande","year":"2008"},{"key":"ref28","year":"2024","journal-title":"Github. Best practices for using GitHub Copilot. GitHub Docs"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pbio.0050308"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.7759\/cureus.64475"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2025.109834"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1038\/nmeth.3334"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.3389\/fbinf.2024.1353807"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmb.2018.08.020"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4471-6497-5_20"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-70956-5_7"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/s43681-024-00439-0"},{"issue":"06","key":"ref38","first-page":"A05:1","article-title":"How to make sense of generative AI as a science communication researcher?","volume":"23","author":"Klein-Avraham","year":"2024","journal-title":"A conceptual framework in the context of critical engagement with scientific information. JCOM"},{"key":"ref39","article-title":"AI-generated nonsense about rat with giant penis published by leading scientific journal","author":"Knapton","year":"2024","journal-title":"The Telegraph"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.22323\/2.20030501"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4471-6497-5_22"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/3613904.3642114"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-92725-9"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pbio.3001731"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1001\/jamainternmed.2023.5947"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.cag.2022.07.017"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2017.2744518"},{"key":"ref48","year":"2024","journal-title":"Miro. Miro"},{"issue":"1","key":"ref49","first-page":"259","article-title":"AI -assisted character design in medical storytelling with Stable Diffusion","volume":"24","author":"Mittenentzwei","year":"2024","journal-title":"Comput Graph"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.7759\/cureus.67833"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1145\/3491102.3502039"},{"key":"ref52","year":"2025","journal-title":"Nekki. Cascadeur"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1146\/annurev-biodatasci-080917-013424"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-023-00939-z"},{"key":"ref55","year":"2022","journal-title":"OpenAI. Introducing ChatGPT"},{"key":"ref56","year":"2024","journal-title":"OpenAI. ChatGPT, DALL-E 2"},{"key":"ref57","year":"2025","journal-title":"OpenAI. Introducing 4o image generation"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1145\/3635636.3656190"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1016\/j.labinv.2024.102095"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1016\/b978-0-12-370596-9.x5000-7"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1145\/1408626.1408633"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.14841"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1145\/3613904.3641890"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-024-54936-7"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2012.213"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2010.179"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.13763"},{"key":"ref68","first-page":"57","article-title":"Illustrative scientific visual-ization framework","volume-title":"Proc Computational Aesthetics","author":"Sousa","year":"2005"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.2139\/ssrn.3205035"},{"key":"ref70","year":"2024","journal-title":"Topaz Labs. Topaz Labs"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1145\/3611025"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.4324\/9781003085867-15"},{"key":"ref73","article-title":"Future unscripted: The impact of generative AI on entertain-ment industry jobs","author":"Wolters","year":"2024","journal-title":"The Animation Guild"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1145\/3613904.3642700"},{"key":"ref75","article-title":"User-adaptive visualizations: An exploration with GPT-4","volume-title":"Proc MLVis","author":"Yanez","year":"2024"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1016\/j.visinf.2024.04.003"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.findings-acl.738"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-39035-7_7"},{"key":"ref79","year":"2024","journal-title":"Zoom Video Communications. Zoom"}],"container-title":["IEEE Transactions on Visualization and Computer Graphics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/2945\/11373125\/11278109.pdf?arnumber=11278109","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,10]],"date-time":"2026-02-10T00:33:18Z","timestamp":1770683598000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11278109\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,1]]},"references-count":79,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/tvcg.2025.3633883","relation":{},"ISSN":["1077-2626","1941-0506","2160-9306"],"issn-type":[{"value":"1077-2626","type":"print"},{"value":"1941-0506","type":"electronic"},{"value":"2160-9306","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,1]]}}}