{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,18]],"date-time":"2026-08-18T01:36:34Z","timestamp":1787016994952,"version":"build-2736575974"},"reference-count":29,"publisher":"XMLink","issue":"9","license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0"}],"content-domain":{"domain":["eymj.org"],"crossmark-restriction":false},"short-container-title":["Yonsei Med J"],"published-print":{"date-parts":[[2026]]},"DOI":"10.3349\/ymj.2025.0370","type":"journal-article","created":{"date-parts":[[2026,7,20]],"date-time":"2026-07-20T00:21:30Z","timestamp":1784506890000},"page":"686","update-policy":"https:\/\/doi.org\/10.3349\/crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Development of a Multimodal Machine Learning Model for Predicting Second Osteoporotic Vertebral Compression Fractures"],"prefix":"10.3349","volume":"67","author":[{"ORCID":"https:\/\/orcid.org\/0009-0001-6961-8111","authenticated-orcid":false,"given":"Hoyeon","family":"Cho","sequence":"first","affiliation":[{"name":"Ajou University College of Medicine, Suwon, Korea."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0003-8121-7358","authenticated-orcid":false,"given":"Min Kyoon","family":"Joo","sequence":"additional","affiliation":[{"name":"Korea University College of Medicine, Seoul, Korea."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7087-8597","authenticated-orcid":false,"given":"Pyung Goo","family":"Cho","sequence":"additional","affiliation":[{"name":"Ajou University College of Medicine, Suwon, Korea."},{"name":"Department of Neurosurgery, Ajou University College of Medicine, Suwon, Korea."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2643-7035","authenticated-orcid":false,"given":"Sang Hyun","family":"Kim","sequence":"additional","affiliation":[{"name":"Ajou University College of Medicine, Suwon, Korea."},{"name":"Department of Neurosurgery, Ajou University College of Medicine, Suwon, Korea."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2732-0031","authenticated-orcid":false,"given":"Sung Hyeon","family":"Noh","sequence":"additional","affiliation":[{"name":"Ajou University College of Medicine, Suwon, Korea."},{"name":"Department of Neurosurgery, Ajou University College of Medicine, Suwon, Korea."}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"18617","reference":[{"issue":"2 Suppl","key":"10.3349\/ymj.2025.0370_ref1","doi-asserted-by":"crossref","first-page":"S3","DOI":"10.1016\/j.ajog.2005.08.047","volume":"194","author":"Lane","year":"2006","journal-title":"Am J Obstet Gynecol"},{"key":"10.3349\/ymj.2025.0370_ref2","doi-asserted-by":"crossref","first-page":"136","DOI":"10.1007\/s11657-013-0136-1","volume":"8","author":"Hernlund","year":"2013","journal-title":"Arch Osteoporos"},{"key":"10.3349\/ymj.2025.0370_ref3","doi-asserted-by":"crossref","first-page":"1254","DOI":"10.1136\/bmj.312.7041.1254","volume":"312","author":"Marshall","year":"1996","journal-title":"BMJ"},{"key":"10.3349\/ymj.2025.0370_ref4","doi-asserted-by":"crossref","first-page":"2214","DOI":"10.1359\/jbmr.2002.17.12.2214","volume":"17","author":"European Prospective Osteoporosis Study (EPOS) Group","year":"2002","journal-title":"J Bone Miner Res"},{"key":"10.3349\/ymj.2025.0370_ref5","doi-asserted-by":"crossref","first-page":"72","DOI":"10.1016\/0140-6736(93)92555-8","volume":"341","author":"Cummings","year":"1993","journal-title":"Lancet"},{"key":"10.3349\/ymj.2025.0370_ref6","doi-asserted-by":"crossref","first-page":"203","DOI":"10.1186\/s13018-019-1226-6","volume":"14","author":"Guzon-Illescas","year":"2019","journal-title":"J Orthop Surg Res"},{"key":"10.3349\/ymj.2025.0370_ref7","doi-asserted-by":"crossref","first-page":"1007","DOI":"10.1007\/s00198-003-1510-4","volume":"14","author":"Miyakoshi","year":"2003","journal-title":"Osteoporos Int"},{"issue":"Suppl 2","key":"10.3349\/ymj.2025.0370_ref8","doi-asserted-by":"crossref","first-page":"S3","DOI":"10.1007\/s00198-004-1702-6","volume":"16","author":"Johnell","year":"2005","journal-title":"Osteoporos Int"},{"key":"10.3349\/ymj.2025.0370_ref9","doi-asserted-by":"crossref","first-page":"150","DOI":"10.1007\/s001980050210","volume":"10","author":"Lips","year":"1999","journal-title":"Osteoporos Int"},{"key":"10.3349\/ymj.2025.0370_ref10","doi-asserted-by":"crossref","first-page":"2717","DOI":"10.2147\/CIA.S556710","volume":"20","author":"Ao","year":"2025","journal-title":"Clin Interv Aging"},{"key":"10.3349\/ymj.2025.0370_ref11","doi-asserted-by":"crossref","first-page":"171","DOI":"10.1038\/s41746-022-00712-8","volume":"5","author":"Kline","year":"2022","journal-title":"NPJ Digit Med"},{"key":"10.3349\/ymj.2025.0370_ref12","doi-asserted-by":"crossref","first-page":"704504","DOI":"10.1155\/2013\/704504","volume":"2013","author":"Castanedo","year":"2013","journal-title":"ScientificWorldJournal"},{"key":"10.3349\/ymj.2025.0370_ref13","unstructured":"Revisions to the JDL data fusion model. accessed on 2025 February 3."},{"key":"10.3349\/ymj.2025.0370_ref14","doi-asserted-by":"crossref","first-page":"7007","DOI":"10.3390\/s21217007","volume":"21","author":"Molino-Minero-Re","year":"2021","journal-title":"Sensors (Basel)"},{"key":"10.3349\/ymj.2025.0370_ref15","doi-asserted-by":"crossref","first-page":"80","DOI":"10.1109\/MAES.2020.3049030","volume":"36","author":"Blasch","year":"2021","journal-title":"IEEE Aerosp Electron Syst Mag"},{"key":"10.3349\/ymj.2025.0370_ref16","doi-asserted-by":"crossref","first-page":"1449","DOI":"10.1109\/JPROC.2015.2460697","volume":"103","author":"Lahat","year":"2015","journal-title":"Proc IEEE"},{"key":"10.3349\/ymj.2025.0370_ref17","first-page":"6105","volume-title":"EfficientNet: rethinking model scaling for convolutional neural networks","author":"Tan","year":"2019"},{"key":"10.3349\/ymj.2025.0370_ref18","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1023\/A:1010933404324","volume":"45","author":"Breiman","year":"2001","journal-title":"Mach Learn"},{"key":"10.3349\/ymj.2025.0370_ref19","first-page":"6639","volume-title":"Advances in Neural Information Processing Systems 31 (NeurIPS2018)","author":"Prokhorenkova","year":"2018"},{"key":"10.3349\/ymj.2025.0370_ref20","author":"Tang","year":"2013","journal-title":"arXiv [Preprint]"},{"key":"10.3349\/ymj.2025.0370_ref21","first-page":"4768","volume-title":"Advances in Neural Information Processing Systems 30 (NeurIPS 2017)","author":"Lundberg","year":"2017"},{"key":"10.3349\/ymj.2025.0370_ref22","volume-title":"Handbook of neurosurgery","author":"Greenberg","year":"2005","edition":"6"},{"key":"10.3349\/ymj.2025.0370_ref23","doi-asserted-by":"crossref","first-page":"187","DOI":"10.11005\/jbm.2017.24.3.187","volume":"24","author":"Jung","year":"2017","journal-title":"J Bone Metab"},{"key":"10.3349\/ymj.2025.0370_ref24","doi-asserted-by":"crossref","first-page":"1586","DOI":"10.1016\/j.spinee.2023.07.010","volume":"23","author":"Hwang","year":"2023","journal-title":"Spine J"},{"key":"10.3349\/ymj.2025.0370_ref25","doi-asserted-by":"crossref","first-page":"301","DOI":"10.1016\/j.spinee.2018.06.347","volume":"19","author":"Lee","year":"2019","journal-title":"Spine J"},{"key":"10.3349\/ymj.2025.0370_ref26","doi-asserted-by":"crossref","first-page":"195","DOI":"10.4103\/tjem.tjem_182_23","volume":"23","author":"\u00c7orbac\u0131o\u011flu","year":"2023","journal-title":"Turk J Emerg Med"},{"key":"10.3349\/ymj.2025.0370_ref27","doi-asserted-by":"crossref","first-page":"20220012","DOI":"10.1002\/VIW.20220012","volume":"3","author":"Hu","year":"2022","journal-title":"View"},{"key":"10.3349\/ymj.2025.0370_ref28","doi-asserted-by":"crossref","first-page":"30","DOI":"10.1038\/oby.2011.211","volume":"20","author":"Toombs","year":"2012","journal-title":"Obesity (Silver Spring)"},{"key":"10.3349\/ymj.2025.0370_ref29","doi-asserted-by":"crossref","first-page":"2707","DOI":"10.1007\/s00330-010-1845-0","volume":"20","author":"Damilakis","year":"2010","journal-title":"Eur Radiol"}],"container-title":["Yonsei Medical Journal"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/eymj.org\/pdf\/10.3349\/ymj.2025.0370","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/eymj.org\/DOIx.php?id=10.3349\/ymj.2025.0370","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/eymj.org\/DOIx.php?id=10.3349\/ymj.2025.0370","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,8,18]],"date-time":"2026-08-18T00:50:41Z","timestamp":1787014241000},"score":1,"resource":{"primary":{"URL":"https:\/\/eymj.org\/DOIx.php?id=10.3349\/ymj.2025.0370"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":29,"journal-issue":{"issue":"9","published-print":{"date-parts":[[2026]]}},"URL":"https:\/\/doi.org\/10.3349\/ymj.2025.0370","relation":{},"ISSN":["0513-5796","1976-2437"],"issn-type":[{"value":"0513-5796","type":"print"},{"value":"1976-2437","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]},"assertion":[{"value":"2025-09-29","name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2026-02-18","name":"revised","label":"Revised","group":{"name":"publication_history","label":"Publication History"}},{"value":"2026-04-08","name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2026-07-08","name":"published_online","label":"Published online","group":{"name":"publication_history","label":"Publication History"}},{"value":"\u00a9 Copyright: Yonsei University College of Medicine 2026","name":"copyright","label":"Copyright","group":{"name":"Copyright_and_licensing","label":"Copyright and Licensing"}},{"value":"This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (https:\/\/creativecommons.org\/licenses\/by-nc\/4.0) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.","name":"license","label":"License","explanation":{"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0"},"group":{"name":"Copyright_and_licensing","label":"Copyright and Licensing"}}]}}