{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,11,6]],"date-time":"2026-11-06T23:43:12Z","timestamp":1794008592247,"version":"4.8.0"},"reference-count":22,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100003725","name":"National Research Foundation of Korea","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100003725","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Korea Health Technology Research and Development Project through Korea Health Industry Development Institute"},{"name":"Korean Government","award":["HI21C1074"],"award-info":[{"award-number":["HI21C1074"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Transl. Eng. Health Med."],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/jtehm.2025.3623605","type":"journal-article","created":{"date-parts":[[2025,10,20]],"date-time":"2025-10-20T17:57:21Z","timestamp":1760983041000},"page":"493-506","source":"Crossref","is-referenced-by-count":3,"title":["DeepTDM: Deep Learning-Based Prediction of Sequential Therapeutic Drug Monitoring Levels of Vancomycin"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8833-9062","authenticated-orcid":false,"given":"Jinkyeong","family":"Park","sequence":"first","affiliation":[{"name":"Department of Pulmonary, Allergy and Critical Care Medicine, Kyung Hee University Hospital at Gangdong, School of Medicine, Kyung Hee University, Seoul, Republic of Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-2626-0510","authenticated-orcid":false,"given":"Dohyun","family":"Kim","sequence":"additional","affiliation":[{"name":"ZIOVISION Company Ltd., Chuncheon, Kangwon, Republic of Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2101-9627","authenticated-orcid":false,"given":"Donghoon","family":"Lee","sequence":"additional","affiliation":[{"name":"Ministry of Science and ICT, Sejong, Republic of Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1122-5363","authenticated-orcid":false,"given":"Minkyu","family":"Kim","sequence":"additional","affiliation":[{"name":"ZIOVISION Company Ltd., Chuncheon, Kangwon, Republic of Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yoon","family":"Kim","sequence":"additional","affiliation":[{"name":"ZIOVISION Company Ltd., Chuncheon, Kangwon, Republic of Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1320-4163","authenticated-orcid":false,"given":"Seon-Sook","family":"Han","sequence":"additional","affiliation":[{"name":"Department of Internal Medicine, Kangwon National University, Chuncheon, Kangwon, Republic of Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yeonjeong","family":"Heo","sequence":"additional","affiliation":[{"name":"Department of Internal Medicine, Kangwon National University, Chuncheon, Kangwon, Republic of Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3594-8948","authenticated-orcid":false,"given":"Hyun-Soo","family":"Choi","sequence":"additional","affiliation":[{"name":"ZIOVISION Company Ltd., Chuncheon, Kangwon, Republic of Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1093\/ajhp\/zxaa036"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1111\/aas.12897"},{"key":"ref3","article-title":"Use of Bayesian methods for the design, analysis and synthesis of clinical trials","author":"Burke","year":"2015"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1111\/j.1365-2125.2012.04237.x"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.3390\/antibiotics11050645"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1097\/FTD.0000000000001078"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s11095-022-03252-8"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1080\/17512433.2021.1911642"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1248\/bpb.b19-00729"},{"key":"ref10","article-title":"A critical review of recurrent neural networks for sequence learning","author":"Lipton","year":"2015","journal-title":"arXiv:1506.00019"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-022-01899-x"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.2196\/45202"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1373\/clinchem.2006.077180"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1159\/000180580"},{"key":"ref15","volume-title":"Applied Clinical Pharmacokinetics","volume":"14","author":"Bauer","year":"2008"},{"key":"ref16","article-title":"Empirical evaluation of gated recurrent neural networks on sequence modeling","author":"Chung","year":"2014","journal-title":"arXiv:1412.3555"},{"key":"ref17","volume-title":"Vancomycin IV","year":"2025"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1002\/prp2.420"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939785"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i8.16826"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2020.11.008"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-013-0679-x"}],"container-title":["IEEE Journal of Translational Engineering in Health and Medicine"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6221039\/10834411\/11208607.pdf?arnumber=11208607","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,22]],"date-time":"2026-01-22T21:03:01Z","timestamp":1769115781000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11208607\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":22,"URL":"https:\/\/doi.org\/10.1109\/jtehm.2025.3623605","relation":{},"ISSN":["2168-2372"],"issn-type":[{"value":"2168-2372","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}