{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,3]],"date-time":"2026-07-03T11:19:15Z","timestamp":1783077555181,"version":"3.54.6"},"publisher-location":"New York, NY, USA","reference-count":14,"publisher":"ACM","license":[{"start":{"date-parts":[[2026,7,4]],"date-time":"2026-07-04T00:00:00Z","timestamp":1783123200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2026,7,5]]},"DOI":"10.1145\/3786579.3799790","type":"proceedings-article","created":{"date-parts":[[2026,7,2]],"date-time":"2026-07-02T15:20:12Z","timestamp":1783005612000},"page":"1-5","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["GenAI and Synthetic Data in Healthcare: Exploring the Design and Use of AI-Generated Data for Interactive Health Systems"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9739-316X","authenticated-orcid":false,"given":"Steven R","family":"Rick","sequence":"first","affiliation":[{"name":"NVIDIA, Santa Clara, California, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3427-2226","authenticated-orcid":false,"given":"Manas Satish","family":"Bedmutha","sequence":"additional","affiliation":[{"name":"UC San Diego, La Jolla, California, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8642-7245","authenticated-orcid":false,"given":"Rosa I.","family":"Arriaga","sequence":"additional","affiliation":[{"name":"Interactive Computing, Georgia Institute of Technology, Atlanta, Georgia, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8939-264X","authenticated-orcid":false,"given":"Munmun","family":"De Choudhury","sequence":"additional","affiliation":[{"name":"School of Interactive Computing, Georgia Institute of Technology, Atlanta, Georgia, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7529-4168","authenticated-orcid":false,"given":"Charles","family":"Goldberg","sequence":"additional","affiliation":[{"name":"UC San Diego, La Jolla, California, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7570-9474","authenticated-orcid":false,"given":"Azra","family":"Ismail","sequence":"additional","affiliation":[{"name":"Biomedical Informatics, Emory University School of Medicine, Atlanta, Georgia, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7014-5585","authenticated-orcid":false,"given":"Neha","family":"Kumar","sequence":"additional","affiliation":[{"name":"Georgia Tech, Atlanta, Georgia, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5693-3278","authenticated-orcid":false,"given":"Hyeokhyen","family":"Kwon","sequence":"additional","affiliation":[{"name":"Department of Biomedical Informatics, Emory University School of Medicine, Atlanta, Georgia, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4035-0198","authenticated-orcid":false,"given":"Wanda","family":"Pratt","sequence":"additional","affiliation":[{"name":"Information School, University of Washington, Seattle, Washington, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0000-9956-038X","authenticated-orcid":false,"given":"Angad","family":"Singh","sequence":"additional","affiliation":[{"name":"University of Washington, Seattle, Washington, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3127-8270","authenticated-orcid":false,"given":"Andrew","family":"Wong","sequence":"additional","affiliation":[{"name":"University of Michigan, Ann Arbor, Michigan, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5930-3899","authenticated-orcid":false,"given":"Xuhai","family":"Xu","sequence":"additional","affiliation":[{"name":"Department of Biomedical Informatics, Columbia University, New York City, New York, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3457-4227","authenticated-orcid":false,"given":"Nadir","family":"Weibel","sequence":"additional","affiliation":[{"name":"Computer Science and Engineering & The Design Lab, UC San Diego, La Jolla, California, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2026,7,4]]},"reference":[{"key":"e_1_3_3_2_2_2","doi-asserted-by":"crossref","unstructured":"Solon Barocas and Andrew\u00a0D Selbst. 2016. Big data\u2019s disparate impact. Calif. L. Rev. 104 (2016) 671.","DOI":"10.2139\/ssrn.2477899"},{"key":"e_1_3_3_2_3_2","unstructured":"Tal Baumel Andre Manoel Daniel Jones Shize Su Huseyin Inan Robert Sim et\u00a0al. 2024. Controllable synthetic clinical note generation with privacy guarantees. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2409.07809 (2024)."},{"key":"e_1_3_3_2_4_2","doi-asserted-by":"publisher","DOI":"10.1145\/3613904.3641998"},{"key":"e_1_3_3_2_5_2","doi-asserted-by":"publisher","DOI":"10.1145\/347642.347802"},{"key":"e_1_3_3_2_6_2","doi-asserted-by":"crossref","unstructured":"T Grisso and PS Appelbaum. 1998. The MacArthur competence assessment tool-clinical research.","DOI":"10.1037\/t10969-000"},{"key":"e_1_3_3_2_7_2","unstructured":"Maia Jacobs Melanie\u00a0F Pradier Thomas\u00a0H McCoy\u00a0Jr Roy\u00a0H Perlis Finale Doshi-Velez and Krzysztof\u00a0Z Gajos. 2021. How machine-learning recommendations influence clinician treatment selections: the example of antidepressant selection. Translational psychiatry 11 1 (2021) 108."},{"key":"e_1_3_3_2_8_2","doi-asserted-by":"crossref","unstructured":"Andrew Jesson Nicolas Beltran-Velez Quentin Chu Sweta Karlekar Jannik Kossen Yarin Gal John\u00a0P Cunningham and David Blei. 2024. Estimating the hallucination rate of generative ai. Advances in Neural Information Processing Systems 37 (2024) 31154\u201331201.","DOI":"10.52202\/079017-0982"},{"key":"e_1_3_3_2_9_2","doi-asserted-by":"crossref","unstructured":"Indu Joshi Marcel Grimmer Christian Rathgeb Christoph Busch Francois Bremond and Antitza Dantcheva. 2024. Synthetic data in human analysis: A survey. IEEE Transactions on Pattern Analysis and Machine Intelligence 46 7 (2024) 4957\u20134976.","DOI":"10.1109\/TPAMI.2024.3362821"},{"key":"e_1_3_3_2_10_2","doi-asserted-by":"crossref","unstructured":"Dongliang Li and Syaheerah Lebai\u00a0Lutfi. 2026. Large Language Model\u2013Based Virtual Patient Systems for History-Taking in Medical Education: Comprehensive Systematic Review. JMIR Medical Informatics 14 (2026) e79039.","DOI":"10.2196\/79039"},{"key":"e_1_3_3_2_11_2","doi-asserted-by":"crossref","DOI":"10.18574\/nyu\/9781479833641.001.0001","volume-title":"Algorithms of oppression","author":"Noble Safiya\u00a0Umoja","year":"2018","unstructured":"Safiya\u00a0Umoja Noble. 2018. Algorithms of oppression: How search engines reinforce racism. In Algorithms of oppression. New York university press."},{"key":"e_1_3_3_2_12_2","doi-asserted-by":"publisher","DOI":"10.1145\/3526113.3545616"},{"key":"e_1_3_3_2_13_2","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.acl-main.486"},{"key":"e_1_3_3_2_14_2","unstructured":"Amy Steier Lipika Ramaswamy Andre Manoel and Alexa Haushalter. 2025. Synthetic data privacy metrics. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2501.03941 (2025)."},{"key":"e_1_3_3_2_15_2","unstructured":"Henrik Voigt Yurina Sugamiya Kai Lawonn Sina Zarrie\u00df and Atsuo Takanishi. 2025. LLM-powered virtual patient agents for interactive clinical skills training with automated feedback. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2508.13943 (2025)."}],"event":{"name":"IH '26: Interactive Health Conference","location":"Porto , Portugal","acronym":"IH '26","sponsor":["SIGCHI ACM Special Interest Group on Computer-Human Interaction"]},"container-title":["Proceedings of the 2026 ACM Interactive Health Conference"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3786579.3799790","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,3]],"date-time":"2026-07-03T10:24:55Z","timestamp":1783074295000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3786579.3799790"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,7,4]]},"references-count":14,"alternative-id":["10.1145\/3786579.3799790","10.1145\/3786579"],"URL":"https:\/\/doi.org\/10.1145\/3786579.3799790","relation":{},"subject":[],"published":{"date-parts":[[2026,7,4]]},"assertion":[{"value":"2026-07-04","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}