{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,24]],"date-time":"2026-02-24T09:19:49Z","timestamp":1771924789713,"version":"3.50.1"},"reference-count":47,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"Grant of Korea Health Technology Research and Development Project through Korea Health Industry Development Institute (KHIDI) funded by the Ministry of Health and Welfare, Republic of Korea","award":["HI21C1074"],"award-info":[{"award-number":["HI21C1074"]}]},{"name":"National Research Foundation of Korea (NRF) Grant funded by Korean Government through Ministry of Science and ICT","award":["RS-2024-00341669"],"award-info":[{"award-number":["RS-2024-00341669"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2026]]},"DOI":"10.1109\/access.2026.3659181","type":"journal-article","created":{"date-parts":[[2026,1,29]],"date-time":"2026-01-29T21:25:27Z","timestamp":1769721927000},"page":"22514-22532","source":"Crossref","is-referenced-by-count":0,"title":["PaCE-RL: Context-Aware Reinforcement Learning for Personalized Glycemic Control in ICU Nutrition Transition"],"prefix":"10.1109","volume":"14","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9411-2916","authenticated-orcid":false,"given":"Shayhan Ameen","family":"Chowdhury","sequence":"first","affiliation":[{"name":"Department of Computer Science and Engineering, Kyung Hee University, Global Campus, Yongin, Republic of Korea"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1463-6133","authenticated-orcid":false,"given":"Seung Eun","family":"Lee","sequence":"additional","affiliation":[{"name":"Department of Internal Medicine, Dongguk University Ilsan Hospital, Goyang, Republic of Korea"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2314-5395","authenticated-orcid":false,"given":"Young-Koo","family":"Lee","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, Kyung Hee University, Global Campus, Yongin, Republic of Korea"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8833-9062","authenticated-orcid":false,"given":"Jinkyeong","family":"Park","sequence":"additional","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"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.clnu.2018.08.037"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1097\/CCM.0000000000006174"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.3389\/fnut.2023.1181359"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/s11892-012-0335-y"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1177\/1753944715594528"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.3390\/jcm11010054"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.3390\/jcm13226939"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-025-87163-9"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1002\/jpen.2267"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.clnu.2023.07.011"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1002\/ncp.11201"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.endien.2024.02.006"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1111\/jocn.17714"},{"key":"ref14","first-page":"508","article-title":"Deep reinforcement learning for closed-loop blood glucose control","volume-title":"Proc. Mach. Learn. Healthcare Conf.","author":"Fox"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2022.109877"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1038\/s41591-023-02552-9"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1002\/sim.9491"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-025-01709-9"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.2337\/dc25-S016"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.4037\/ccn2024427"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1186\/s12912-025-03553-4"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/s10877-021-00760-7"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.eclinm.2022.101290"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1186\/s12911-025-03309-9"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-025-23057-0"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3100007"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2023.3249571"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2023.104376"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2023.3303367"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2023.120156"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-024-62912-4"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/s41060-025-00857-1"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-022-01899-x"},{"key":"ref34","article-title":"MIMIC-IV (version 2.2)","author":"Johnson","year":"2023"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1952.10483441"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.3390\/nu16091378"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4612-4974-0_43"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1177\/20552076251357501"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1210\/endrev\/bnaa015"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2020.101836"},{"key":"ref41","article-title":"Playing Atari with deep reinforcement learning","author":"Mnih","year":"2013","journal-title":"arXiv:1312.5602"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v30i1.10295"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1186\/s12911-023-02175-7"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2021.102227"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11671"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.diabres.2022.109941"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2022.119140"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/11323511\/11367632.pdf?arnumber=11367632","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,24]],"date-time":"2026-02-24T08:30:16Z","timestamp":1771921816000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11367632\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":47,"URL":"https:\/\/doi.org\/10.1109\/access.2026.3659181","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]}}}