{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,11]],"date-time":"2026-08-11T05:30:25Z","timestamp":1786426225318,"version":"build-2736575974"},"reference-count":42,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"8","license":[{"start":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T00:00:00Z","timestamp":1785542400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T00:00:00Z","timestamp":1785542400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T00:00:00Z","timestamp":1785542400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"National Center For Advancing Translational Sciences of the National Institutes of Health","award":["K12TR004374"],"award-info":[{"award-number":["K12TR004374"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Biomed. Eng."],"published-print":{"date-parts":[[2026,8]]},"DOI":"10.1109\/tbme.2026.3700483","type":"journal-article","created":{"date-parts":[[2026,6,4]],"date-time":"2026-06-04T19:54:34Z","timestamp":1780602874000},"page":"2709-2722","source":"Crossref","is-referenced-by-count":0,"title":["Modeling Early Oxygenation Trajectory in PARDS From High-Frequency Mechanical Ventilation Signals Using Deep Sequence Architectures"],"prefix":"10.1109","volume":"73","author":[{"ORCID":"https:\/\/orcid.org\/0009-0001-3120-794X","authenticated-orcid":false,"given":"Wenting","family":"Liu","sequence":"first","affiliation":[{"name":"University of Michigan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Joseph G.","family":"Kohne","sequence":"additional","affiliation":[{"name":"University Hospitals Rainbow Babies and Children\u2019s Hospital and Case Western Reserve University School of Medicine"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5314-5903","authenticated-orcid":false,"given":"Emily","family":"Wittrup","sequence":"additional","affiliation":[{"name":"University of Michigan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4485-6612","authenticated-orcid":false,"given":"Kayvan","family":"Najarian","sequence":"additional","affiliation":[{"name":"University of Michigan","place":["Ann Arbor, MI, USA"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1097\/PCC.0000000000000431"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.pcl.2017.06.004"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1089\/ped.2019.0999"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1097\/PCC.0000000000000350"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1097\/PCC.0000000000003147"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1097\/PCC.0000000000002956"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/S2213-2600(18)30344-8"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1186\/s12931-024-02834-x"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3389\/fmed.2025.1597556"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.3390\/children11101232"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.3389\/fmed.2021.663739"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-021-00388-6"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1186\/s12911-021-01506-w"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.3390\/jcm10173824"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.hrtlng.2022.11.005"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/s44253-024-00034-5"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1097\/PCC.0000000000003709"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.3389\/fmed.2024.1481830"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1186\/s12931-024-02753-x"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1097\/CCE.0000000000000175"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.3389\/fped.2023.1159473"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2020.107398"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1207\/s15516709cog1402_1"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/d14-1179"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref27","article-title":"Mamba: Linear-time sequence modeling with selective state spaces","author":"Gu","year":"2023"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC58623.2025.11254037"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1513\/AnnalsATS.202302-097IP"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1097\/PCC.0000000000003610"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.4187\/respcare.09316"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.29390\/cjrt-2020-002"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.3389\/fphys.2021.772295"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2007.916129"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1006\/acha.2000.0343"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1002\/9781119555414.ch5"},{"key":"ref37","article-title":"Deep learning using rectified linear units (ReLU)","author":"Agarap","year":"2018"},{"key":"ref38","first-page":"249","article-title":"Understanding the difficulty of training deep feedforward neural networks","volume-title":"Proc. 13th Int. Conf. Artif. Intell. Statist.","author":"Glorot","year":"2010"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2012.5669"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-022-01899-x"},{"key":"ref41","article-title":"CapnoBase: A database of respiratory signals","author":"Consortium","year":"2024"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.3390\/app12157623"}],"container-title":["IEEE Transactions on Biomedical Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10\/11647005\/11551344.pdf?arnumber=11551344","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,8,11]],"date-time":"2026-08-11T05:04:21Z","timestamp":1786424661000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11551344\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,8]]},"references-count":42,"journal-issue":{"issue":"8"},"URL":"https:\/\/doi.org\/10.1109\/tbme.2026.3700483","relation":{},"ISSN":["0018-9294","1558-2531"],"issn-type":[{"value":"0018-9294","type":"print"},{"value":"1558-2531","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,8]]}}}