{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,22]],"date-time":"2026-10-22T05:32:09Z","timestamp":1792647129080,"version":"4.5.0"},"reference-count":16,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2022,2,15]],"date-time":"2022-02-15T00:00:00Z","timestamp":1644883200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,2,15]],"date-time":"2022-02-15T00:00:00Z","timestamp":1644883200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Digit Imaging"],"published-print":{"date-parts":[[2022,6]]},"DOI":"10.1007\/s10278-022-00603-0","type":"journal-article","created":{"date-parts":[[2022,2,15]],"date-time":"2022-02-15T17:03:16Z","timestamp":1644944596000},"page":"714-722","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":14,"title":["Gamification in Radiology Training Module Developed During the Society for Imaging Informatics in Medicine Annual Meeting Hackathon"],"prefix":"10.1007","volume":"35","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3219-3815","authenticated-orcid":false,"given":"Pedro V.","family":"Staziaki","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jo\u00e3o A. A.","family":"Santinha","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Marcelo O.","family":"Coelho","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Diego","family":"Angulo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mohannad","family":"Hussain","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Les R.","family":"Folio","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2022,2,15]]},"reference":[{"key":"603_CR1","unstructured":"OpenBSD Hackathons. Available at https:\/\/www.openbsd.org\/hackathons.html. Accessed June 8, 2021."},{"key":"603_CR2","unstructured":"MIT Hackathon. Available at https:\/\/news.mit.edu\/topic\/hackathon. Accessed June 8, 2021."},{"key":"603_CR3","doi-asserted-by":"publisher","first-page":"260","DOI":"10.1017\/S0266462314000324","volume":"30","author":"JW DePasse","year":"2014","unstructured":"DePasse JW, et al.: Less noise, more hacking: how to deploy principles from MIT's hacking medicine to accelerate health care. Int J Technol Assess Health Care 30:260-264, 2014","journal-title":"Int J Technol Assess Health Care"},{"key":"603_CR4","doi-asserted-by":"publisher","first-page":"98","DOI":"10.1007\/s10916-016-0461-1","volume":"40","author":"A Walker","year":"2016","unstructured":"Walker A, Ko N: Bringing Medicine to the Digital Age via Hackathons and Beyond. J Med Syst 40:98, 2016","journal-title":"J Med Syst"},{"key":"603_CR5","doi-asserted-by":"crossref","unstructured":"Poncette A-S, Rojas P-D, Hofferbert J, Valera Sosa A, Balzer F, Braune K: Hackathons as Stepping Stones in Health Care Innovation: Case Study With Systematic Recommendations. Journal of medical Internet research 22:e17004, 2020","DOI":"10.2196\/17004"},{"key":"603_CR6","doi-asserted-by":"publisher","first-page":"60","DOI":"10.1007\/s10916-015-0247-x","volume":"39","author":"TD Aungst","year":"2015","unstructured":"Aungst TD: Using a hackathon for interprofessional health education opportunities. J Med Syst 39:60, 2015","journal-title":"J Med Syst"},{"key":"603_CR7","doi-asserted-by":"publisher","first-page":"269","DOI":"10.1186\/s12909-018-1385-x","volume":"18","author":"JK Wang","year":"2018","unstructured":"Wang JK, Roy SK, Barry M, Chang RT, Bhatt AS: Institutionalizing healthcare hackathons to promote diversity in collaboration in medicine. BMC Med Educ 18:269, 2018","journal-title":"BMC Med Educ"},{"key":"603_CR8","unstructured":"SIIM Hackathon website. Available at https:\/\/siim.org\/page\/hacking_healthcare. Accessed June 8, 2021."},{"key":"603_CR9","unstructured":"Castelblanco A, Semin A, Marques O, Folio LR, Do HM: Medical Imaging Annotation Game as a Dataset Crowdsourcing Incentive: Initial Development at the SIIM19 Hackathon, 2020"},{"key":"603_CR10","doi-asserted-by":"publisher","first-page":"1127","DOI":"10.1016\/j.acra.2019.02.020","volume":"26","author":"O Awan","year":"2019","unstructured":"Awan O, et al.: Making Learning Fun: Gaming in Radiology Education. Academic radiology 26:1127-1136, 2019","journal-title":"Academic radiology"},{"key":"603_CR11","doi-asserted-by":"publisher","first-page":"110","DOI":"10.1016\/j.jacr.2007.09.002","volume":"5","author":"B Reiner","year":"2008","unstructured":"Reiner B, Siegel E: The potential for gaming techniques in radiology education and practice. Journal of the American College of Radiology : JACR 5:110-114, 2008","journal-title":"Journal of the American College of Radiology : JACR"},{"key":"603_CR12","doi-asserted-by":"publisher","first-page":"618","DOI":"10.2214\/AJR.19.22087","volume":"214","author":"DJ Winkel","year":"2020","unstructured":"Winkel DJ, Brantner P, Lutz J, Korkut S, Linxen S, Heye TJ: Gamification of Electronic Learning in Radiology Education to Improve Diagnostic Confidence and Reduce Error Rates. AJR American journal of roentgenology 214:618-623, 2020","journal-title":"AJR American journal of roentgenology"},{"key":"603_CR13","unstructured":"VGG Image Annotator (VIA). Available at https:\/\/annotate.officialstatistics.org. Accessed June 8, 2021."},{"key":"603_CR14","unstructured":"Streamlit website. Available at https:\/\/docs.streamlit.io\/en\/stable\/. Accessed June 8, 2021."},{"key":"603_CR15","unstructured":"SIIM21 Session 6013 Hackathon Project Showcase. Available at https:\/\/www.youtube.com\/watch?v=jGIMpbc8AwM&t=5101s. Accessed June 8, 2021."},{"key":"603_CR16","unstructured":"2021 Virtual Hackathon Awards. Available at https:\/\/siim.org\/general\/custom.asp?page=aw_hackathon. Accessed June 8, 2021."}],"container-title":["Journal of Digital Imaging"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10278-022-00603-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10278-022-00603-0\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10278-022-00603-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,31]],"date-time":"2022-05-31T16:40:53Z","timestamp":1654015253000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10278-022-00603-0"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,2,15]]},"references-count":16,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2022,6]]}},"alternative-id":["603"],"URL":"https:\/\/doi.org\/10.1007\/s10278-022-00603-0","relation":{},"ISSN":["0897-1889","1618-727X"],"issn-type":[{"value":"0897-1889","type":"print"},{"value":"1618-727X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,2,15]]},"assertion":[{"value":"18 August 2021","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"31 January 2022","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"2 February 2022","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"15 February 2022","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"Not applicable.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethics Approval"}},{"value":"Not applicable.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Consent to Participate"}},{"value":"Not applicable.","order":4,"name":"Ethics","group":{"name":"EthicsHeading","label":"Consent for Publication"}},{"value":"Pedro V. Staziaki\u2019s\u00a0- Committee: Member of the SIIM Hackathon Committee; Jo\u00e3o A. A. Santinha\u2019s -\u00a0Committee: Member of the SIIM Clinical Data Informaticist Task Force; Marcelo O. Coelho\u2019s -\u00a0Committee: Member of the SIIM Hackathon Committee; Les Folio\u2019s -\u00a0Boards, Committees: Member at large, SIIM board of directors; Advisory board, Carestream Health; Co-chair of the SIIM Hackathon Committee; Chair, fellowship committee, Society of Advanced Body Tomography; Radsite standards committee on Cone Beam Computed Tomography; Patent (no royalties): \u201cRadiographic marker that displays upright angle on portable x-rays.\u201d US Patent 9,541,822 B2; Patent (no royalties): \u201cMultigrayscale Universal CT Window.\u201d US Patent 8,406,493 B2; Research agreement, Philips Healthcare; Author royalties, Springer;\u00a0Dr. Folio is supported in part by the NIH Clinical Center Intramural Research Program. Mohannad Hussain\u2019s\u00a0- Committee: Member of the SIIM Hackathon Committee; Principal Consultant, Techie Maestro Inc.; Technical Project Manager, SIIM Hackathon.","order":5,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing Interests"}}]}}