{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,16]],"date-time":"2026-10-16T02:48:03Z","timestamp":1792118883590,"version":"4.4.0"},"reference-count":27,"publisher":"XMLink","issue":"4","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"}],"funder":[{"DOI":"10.13039\/501100003725","name":"National Research Foundation of Korea","doi-asserted-by":"publisher","award":["RS-2025-16072439"],"award-info":[{"award-number":["RS-2025-16072439"]}],"id":[{"id":"10.13039\/501100003725","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003710","name":"Korea Health Industry Development Institute","doi-asserted-by":"publisher","award":["HR20C0026"],"award-info":[{"award-number":["HR20C0026"]}],"id":[{"id":"10.13039\/501100003710","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003710","name":"Korea Health Industry Development Institute","doi-asserted-by":"publisher","award":["HI22C1723"],"award-info":[{"award-number":["HI22C1723"]}],"id":[{"id":"10.13039\/501100003710","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003052","name":"Ministry of Trade, Industry and Energy","doi-asserted-by":"publisher","award":["20023168"],"award-info":[{"award-number":["20023168"]}],"id":[{"id":"10.13039\/501100003052","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100005006","name":"Asan Institute for Life Sciences, Asan Medical Center","doi-asserted-by":"publisher","award":["2025IT0004"],"award-info":[{"award-number":["2025IT0004"]}],"id":[{"id":"10.13039\/501100005006","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["eymj.org"],"crossmark-restriction":false},"short-container-title":["Yonsei Med J"],"published-print":{"date-parts":[[2026]]},"DOI":"10.3349\/ymj.2025.0105","type":"journal-article","created":{"date-parts":[[2026,1,22]],"date-time":"2026-01-22T02:46:13Z","timestamp":1769049973000},"page":"349","update-policy":"https:\/\/doi.org\/10.3349\/crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Predicting Post-Induction Hypotension in Diverse Surgical Populations: A Multiclass Classification Universal Model Using Machine Learning Techniques"],"prefix":"10.3349","volume":"67","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2967-9670","authenticated-orcid":false,"given":"Sang-Wook","family":"Lee","sequence":"first","affiliation":[{"name":"Department of Anesthesiology and Pain Medicine, Asan Medical Center, Brain Korea 21 Project, University of Ulsan College of Medicine, Seoul, Korea."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-5289-6408","authenticated-orcid":false,"given":"Donghee","family":"Lee","sequence":"additional","affiliation":[{"name":"Department of Anesthesiology and Pain Medicine, Asan Medical Center, Brain Korea 21 Project, University of Ulsan College of Medicine, Seoul, Korea."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5215-7585","authenticated-orcid":false,"given":"Sung-Hoon","family":"Kim","sequence":"additional","affiliation":[{"name":"Department of Anesthesiology and Pain Medicine, Asan Medical Center, Brain Korea 21 Project, University of Ulsan College of Medicine, Seoul, Korea."}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"18617","reference":[{"key":"10.3349\/ymj.2025.0105_ref1","doi-asserted-by":"crossref","first-page":"1217","DOI":"10.1097\/ALN.0b013e3181c14930","volume":"111","author":"Bijker","year":"2009","journal-title":"Anesthesiology"},{"key":"10.3349\/ymj.2025.0105_ref2","doi-asserted-by":"crossref","first-page":"515","DOI":"10.1097\/ALN.0000000000000765","volume":"123","author":"Sun","year":"2015","journal-title":"Anesthesiology"},{"key":"10.3349\/ymj.2025.0105_ref3","doi-asserted-by":"crossref","first-page":"971","DOI":"10.3171\/jns.2000.92.6.0971","volume":"92","author":"Chang","year":"2000","journal-title":"J Neurosurg"},{"key":"10.3349\/ymj.2025.0105_ref4","doi-asserted-by":"crossref","first-page":"220","DOI":"10.1113\/jphysiol.1902.sp000911","volume":"28","author":"Bayliss","year":"1902","journal-title":"J Physiol"},{"key":"10.3349\/ymj.2025.0105_ref5","doi-asserted-by":"crossref","first-page":"398","DOI":"10.1136\/jnnp.29.5.398","volume":"29","author":"Harper","year":"1966","journal-title":"J Neurol Neurosurg Psychiatry"},{"key":"10.3349\/ymj.2025.0105_ref6","doi-asserted-by":"crossref","first-page":"250","DOI":"10.1161\/01.RES.14.3.250","volume":"14","author":"Mosher","year":"1964","journal-title":"Circ Res"},{"key":"10.3349\/ymj.2025.0105_ref7","doi-asserted-by":"crossref","first-page":"79","DOI":"10.1097\/ALN.0000000000000686","volume":"123","author":"Mascha","year":"2015","journal-title":"Anesthesiology"},{"key":"10.3349\/ymj.2025.0105_ref8","doi-asserted-by":"crossref","first-page":"307","DOI":"10.1097\/ALN.0000000000000756","volume":"123","author":"Monk","year":"2015","journal-title":"Anesthesiology"},{"key":"10.3349\/ymj.2025.0105_ref9","doi-asserted-by":"crossref","first-page":"492","DOI":"10.1007\/s00540-011-1152-1","volume":"25","author":"Tassoudis","year":"2011","journal-title":"J Anesth"},{"key":"10.3349\/ymj.2025.0105_ref10","first-page":"174091","volume":"2013","author":"Aronson","year":"2013","journal-title":"Anesthesiol Res Pract"},{"key":"10.3349\/ymj.2025.0105_ref11","first-page":"7044","volume":"25","author":"Chen","year":"2021","journal-title":"Eur Rev Med Pharmacol Sci"},{"key":"10.3349\/ymj.2025.0105_ref12","doi-asserted-by":"crossref","first-page":"e0231172","DOI":"10.1371\/journal.pone.0231172","volume":"15","author":"Kang","year":"2020","journal-title":"PLoS One"},{"key":"10.3349\/ymj.2025.0105_ref13","doi-asserted-by":"crossref","first-page":"1654","DOI":"10.1213\/ANE.0000000000005250","volume":"132","author":"Gregory","year":"2021","journal-title":"Anesth Analg"},{"key":"10.3349\/ymj.2025.0105_ref14","doi-asserted-by":"crossref","unstructured":"XGBoost: a scalable tree boosting system. accessed on 2023 December 18. Available at: https:\/\/doi.org\/10.1145\/2939672.2939785","DOI":"10.1145\/2939672.2939785"},{"key":"10.3349\/ymj.2025.0105_ref15","doi-asserted-by":"crossref","first-page":"436","DOI":"10.1038\/nature14539","volume":"521","author":"LeCun","year":"2015","journal-title":"Nature"},{"key":"10.3349\/ymj.2025.0105_ref16","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.2025.0105_ref17","doi-asserted-by":"crossref","first-page":"445","DOI":"10.1023\/A:1016409317640","volume":"26","author":"Podgorelec","year":"2002","journal-title":"J Med Syst"},{"key":"10.3349\/ymj.2025.0105_ref18","doi-asserted-by":"crossref","first-page":"318","DOI":"10.1109\/72.80344","volume":"2","author":"Geva","year":"1991","journal-title":"IEEE Trans Neural Netw"},{"key":"10.3349\/ymj.2025.0105_ref19","doi-asserted-by":"crossref","first-page":"437","DOI":"10.1007\/s11063-014-9366-5","volume":"42","author":"Thomas","year":"2015","journal-title":"Neural Process Lett"},{"key":"10.3349\/ymj.2025.0105_ref20","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-2440-0","volume-title":"The nature of statistical learning theory","author":"Vapnik","year":"1995"},{"key":"10.3349\/ymj.2025.0105_ref21","unstructured":"A unified approach to interpreting model predictions. accessed on 2023 December 18. Available at: https:\/\/dl.acm.org\/doi\/10.5555\/3295222.3295230"},{"key":"10.3349\/ymj.2025.0105_ref22","doi-asserted-by":"crossref","first-page":"507","DOI":"10.1097\/ALN.0b013e3182a10e26","volume":"119","author":"Walsh","year":"2013","journal-title":"Anesthesiology"},{"key":"10.3349\/ymj.2025.0105_ref23","doi-asserted-by":"crossref","first-page":"213","DOI":"10.1097\/01.anes.0000270724.40897.8e","volume":"107","author":"Bijker","year":"2007","journal-title":"Anesthesiology"},{"key":"10.3349\/ymj.2025.0105_ref24","doi-asserted-by":"crossref","first-page":"57","DOI":"10.1093\/bja\/aex127","volume":"119","author":"S\u00fcdfeld","year":"2017","journal-title":"Br J Anaesth"},{"key":"10.3349\/ymj.2025.0105_ref25","doi-asserted-by":"crossref","first-page":"675","DOI":"10.1097\/ALN.0000000000002374","volume":"129","author":"Kendale","year":"2018","journal-title":"Anesthesiology"},{"key":"10.3349\/ymj.2025.0105_ref26","doi-asserted-by":"crossref","first-page":"160","DOI":"10.3349\/ymj.2024.0020","volume":"66","author":"Park","year":"2025","journal-title":"Yonsei Med J"},{"key":"10.3349\/ymj.2025.0105_ref27","doi-asserted-by":"crossref","first-page":"184","DOI":"10.1016\/j.ijsu.2015.04.079","volume":"18","author":"Hackett","year":"2015","journal-title":"Int J Surg"}],"container-title":["Yonsei Medical Journal"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/eymj.org\/pdf\/10.3349\/ymj.2025.0105","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/eymj.org\/DOIx.php?id=10.3349\/ymj.2025.0105","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/eymj.org\/DOIx.php?id=10.3349\/ymj.2025.0105","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,25]],"date-time":"2026-03-25T07:30:49Z","timestamp":1774423849000},"score":1,"resource":{"primary":{"URL":"https:\/\/eymj.org\/DOIx.php?id=10.3349\/ymj.2025.0105"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":27,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2026]]}},"URL":"https:\/\/doi.org\/10.3349\/ymj.2025.0105","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":"2025-05-02","name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2025-09-24","name":"revised","label":"Revised","group":{"name":"publication_history","label":"Publication History"}},{"value":"2025-10-30","name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2026-01-15","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"}}]}}