{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,22]],"date-time":"2025-12-22T08:16:57Z","timestamp":1766391417147,"version":"3.41.2"},"reference-count":34,"publisher":"SAGE Publications","issue":"4","license":[{"start":{"date-parts":[[2024,10,1]],"date-time":"2024-10-01T00:00:00Z","timestamp":1727740800000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"funder":[{"name":"Delegation of Digital Health of the French Ministry of Health and the French National Research Agency","award":["ANR_22-CMAS-0014 3.951.200"],"award-info":[{"award-number":["ANR_22-CMAS-0014 3.951.200"]}]},{"name":"European Union\u2019s Horizon 2020","award":["101016834"],"award-info":[{"award-number":["101016834"]}]}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["Health Informatics J"],"published-print":{"date-parts":[[2024,10]]},"abstract":"<jats:p> Objective: A comprehensive understanding of professional and technical terms is essential to achieving practical results in multidisciplinary projects dealing with health informatics and digital health. The medical informatics multilingual ontology (MIMO) initiative has been created through international cooperation. MIMO is continuously updated and comprises over 3700 concepts in 37 languages on the Health Terminology\/Ontology Portal (HeTOP). Methods: We conducted case studies to assess the feasibility and impact of integrating MIMO into real-world healthcare projects. In HosmartAI, MIMO is used to index technological tools in a dedicated marketplace and improve partners\u2019 communication. Then, in SaNuRN, MIMO supports the development of a \u201cCatalog and Index of Digital Health Teaching Resources\u201d (CIDHR) backing digital health resources retrieval for health and allied health students. Results: In HosmartAI, MIMO facilitates the indexation of technological tools and smooths partners\u2019 interactions. In SaNuRN within CIDHR, MIMO ensures that students and practitioners access up-to-date, multilingual, and high-quality resources to enhance their learning endeavors. Conclusion: Integrating MIMO into training in smart hospital projects allows healthcare students and experts worldwide with different mother tongues and knowledge to tackle challenges facing the health informatics and digital health landscape to find innovative solutions improving initial and continuous education. <\/jats:p>","DOI":"10.1177\/14604582241287010","type":"journal-article","created":{"date-parts":[[2024,10,5]],"date-time":"2024-10-05T20:23:04Z","timestamp":1728159784000},"update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":1,"title":["Empowering healthcare education: A multilingual ontology for medical informatics and digital health (MIMO) integrated to artificial intelligence powered training in smart hospitals"],"prefix":"10.1177","volume":"30","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9125-8300","authenticated-orcid":false,"given":"Arriel","family":"Benis","sequence":"first","affiliation":[{"name":"Faculty of Digital Medical Technologies, Holon Institute of Technology, Holon, Israel"},{"name":"European Federation for Medical Informatics, Le Mont-sur-Lausanne, Switzerland"}]},{"given":"Julien","family":"Grosjean","sequence":"additional","affiliation":[{"name":"Department of Biomedical Informatics, Rouen University Hospital, Rouen, France"},{"name":"LIMICS Laboratory of Medical Informatics and Knowledge Engineering in e-Health, INSERM U1142, Sorbonne Universit\u00e9, Paris, France"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8793-4305","authenticated-orcid":false,"given":"Flavien","family":"Disson","sequence":"additional","affiliation":[{"name":"Department of Biomedical Informatics, Rouen University Hospital, Rouen, France"}]},{"given":"Mihaela","family":"Crisan-Vida","sequence":"additional","affiliation":[{"name":"Department of Automation and Applied Informatics, University Politehnica Timi\u0219oara, Timi\u0219oara, Romania"},{"name":"European Federation for Medical Informatics, Le Mont-sur-Lausanne, Switzerland"}]},{"given":"Patrick","family":"Weber","sequence":"additional","affiliation":[{"name":"European Federation for Medical Informatics, Le Mont-sur-Lausanne, Switzerland"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9700-7732","authenticated-orcid":false,"given":"Lacramioara","family":"Stoicu-Tivadar","sequence":"additional","affiliation":[{"name":"Department of Automation and Applied Informatics, University Politehnica Timi\u0219oara, Timi\u0219oara, Romania"},{"name":"European Federation for Medical Informatics, Le Mont-sur-Lausanne, Switzerland"}]},{"given":"Pascal","family":"Staccini","sequence":"additional","affiliation":[{"name":"RETINES, Universit\u00e9 de Nice C\u00f4t\u00e9 d'Azur, Nice, France"}]},{"given":"St\u00e9fan J.","family":"Darmoni","sequence":"additional","affiliation":[{"name":"Department of Biomedical Informatics, Rouen University Hospital, Rouen, France"},{"name":"LIMICS Laboratory of Medical Informatics and Knowledge Engineering in e-Health, INSERM U1142, Sorbonne Universit\u00e9, Paris, France"},{"name":"European Federation for Medical Informatics, Le Mont-sur-Lausanne, Switzerland"}]}],"member":"179","published-online":{"date-parts":[[2024,10,5]]},"reference":[{"key":"bibr1-14604582241287010","doi-asserted-by":"publisher","DOI":"10.3233\/SHTI190707"},{"key":"bibr2-14604582241287010","doi-asserted-by":"publisher","DOI":"10.3233\/SHTI190009"},{"key":"bibr3-14604582241287010","unstructured":"HosmartAI Consortium. HosmartAI \u2013 AI for the smart hospital of the future, 2022. https:\/\/www.hosmartai.eu\/ (accessed 8 March 2022)."},{"key":"bibr4-14604582241287010","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijmedinf.2022.104860"},{"key":"bibr5-14604582241287010","unstructured":"CHU de Rouen - CISMeF. CIDHR: catalog and index of digital health teaching resources on the internet, 2023. https:\/\/doccismef.chu-rouen.fr\/dc\/#env=cidhr (accessed 23 September 2023)."},{"key":"bibr6-14604582241287010","doi-asserted-by":"publisher","DOI":"10.2196\/48393"},{"key":"bibr7-14604582241287010","unstructured":"National Library of Medicine. Medical Subject Headings - home page, 2022. https:\/\/www.nlm.nih.gov\/mesh\/meshhome.html (accessed 8 March 2022)."},{"key":"bibr8-14604582241287010","unstructured":"SNOMED International. SNOMED Home page, 2022. https:\/\/www.snomed.org\/ (accessed 8 March 2022)."},{"key":"bibr9-14604582241287010","unstructured":"National Cancer Institute. NCI thesaurus, 2022. https:\/\/ncithesaurus.nci.nih.gov\/ncitbrowser\/ (accessed 8 March 2022)."},{"volume-title":"International council for harmonisation of technical requirements for pharmaceuticals for human use (ICH)","year":"2022","key":"bibr10-14604582241287010"},{"key":"bibr11-14604582241287010","unstructured":"World Health Organization. International classification of diseases (ICD), 2022. https:\/\/www.who.int\/standards\/classifications\/classification-of-diseases (accessed 8 March 2022)."},{"volume-title":"Pilot 5 - robotic nurse for assistive care in hospitals","year":"2024","author":"HosmartAI","key":"bibr12-14604582241287010"},{"volume-title":"Pilot 2 - optimizing the use of radiotherapy","year":"2024","author":"HosmartAI","key":"bibr13-14604582241287010"},{"volume-title":"Pilot 4 - robotic systems for minimally invasive operations","year":"2024","author":"HosmartAI","key":"bibr14-14604582241287010"},{"volume-title":"Pilot 3 - treatment Improvement with the use of innovative technologies and robotics in rehabilitation process","year":"2024","author":"HosmartAI","key":"bibr15-14604582241287010"},{"volume-title":"Pilot 6 - assistive care in care centre: virtual assistant","year":"2024","author":"HosmartAI","key":"bibr16-14604582241287010"},{"volume-title":"Pilot 7- smart cathlab assistant","year":"2024","author":"HosmartAI","key":"bibr17-14604582241287010"},{"key":"bibr18-14604582241287010","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-02976-9_37"},{"key":"bibr19-14604582241287010","unstructured":"CISMeF. 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