{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,15]],"date-time":"2025-08-15T01:04:36Z","timestamp":1755219876829,"version":"3.43.0"},"reference-count":0,"publisher":"IOS Press","isbn-type":[{"type":"electronic","value":"9781643686080"}],"license":[{"start":{"date-parts":[[2025,8,7]],"date-time":"2025-08-07T00:00:00Z","timestamp":1754524800000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,8,7]]},"abstract":"<jats:p>We are advancing a project called myDentalAI, aimed at assisting dentists and preventing medical accidents in real-time. For this purpose, we developed an AI system to predict dental treatment procedures based on video recordings of actual treatments and operation logs from dental treatment units. The results showed that five treatment categories could be predicted with an F1-score exceeding 75%.<\/jats:p>","DOI":"10.3233\/shti251183","type":"book-chapter","created":{"date-parts":[[2025,8,7]],"date-time":"2025-08-07T11:43:46Z","timestamp":1754567026000},"source":"Crossref","is-referenced-by-count":0,"title":["myDentalAI: A Framework for Automatically Accumulating and Utilizing Dental Practice Information"],"prefix":"10.3233","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2724-7081","authenticated-orcid":false,"given":"Shintaro","family":"Oka","sequence":"first","affiliation":[{"name":"The University of Osaka Dental Hospital, Japan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0000-4815-0225","authenticated-orcid":false,"given":"Kouichi","family":"Sonobe","sequence":"additional","affiliation":[{"name":"J. Morita MFG. Corp., Japan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6978-8236","authenticated-orcid":false,"given":"Shintaro","family":"Nishimoto","sequence":"additional","affiliation":[{"name":"Graduate School of Dentistry, The University of Osaka, Japan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6649-458X","authenticated-orcid":false,"given":"Eriko","family":"Nambu","sequence":"additional","affiliation":[{"name":"The University of Osaka Dental Hospital, Japan"},{"name":"Graduate School of Dentistry, The University of Osaka, Japan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3378-0915","authenticated-orcid":false,"given":"Kazunori","family":"Nozaki","sequence":"additional","affiliation":[{"name":"The University of Osaka Dental Hospital, Japan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3375-9027","authenticated-orcid":false,"given":"Mikako","family":"Hayashi","sequence":"additional","affiliation":[{"name":"The University of Osaka Dental Hospital, Japan"},{"name":"Graduate School of Dentistry, The University of Osaka, Japan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4419-9643","authenticated-orcid":false,"given":"Takashi","family":"Yamashiro","sequence":"additional","affiliation":[{"name":"The University of Osaka Dental Hospital, Japan"},{"name":"Graduate School of Dentistry, The University of Osaka, Japan"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"7437","container-title":["Studies in Health Technology and Informatics","MEDINFO 2025 \u2014 Healthcare Smart \u00d7 Medicine Deep"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/SHTI251183","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,7]],"date-time":"2025-08-07T11:43:47Z","timestamp":1754567027000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI251183"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,8,7]]},"ISBN":["9781643686080"],"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/shti251183","relation":{},"ISSN":["0926-9630","1879-8365"],"issn-type":[{"type":"print","value":"0926-9630"},{"type":"electronic","value":"1879-8365"}],"subject":[],"published":{"date-parts":[[2025,8,7]]}}}