{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,4]],"date-time":"2026-06-04T16:09:37Z","timestamp":1780589377774,"version":"3.54.1"},"reference-count":56,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"8","license":[{"start":{"date-parts":[[2025,8,1]],"date-time":"2025-08-01T00:00:00Z","timestamp":1754006400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,8,1]],"date-time":"2025-08-01T00:00:00Z","timestamp":1754006400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,8,1]],"date-time":"2025-08-01T00:00:00Z","timestamp":1754006400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["U21b2024"],"award-info":[{"award-number":["U21b2024"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62272337"],"award-info":[{"award-number":["62272337"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Knowl. Data Eng."],"published-print":{"date-parts":[[2025,8]]},"DOI":"10.1109\/tkde.2025.3569584","type":"journal-article","created":{"date-parts":[[2025,5,30]],"date-time":"2025-05-30T13:48:11Z","timestamp":1748612891000},"page":"4860-4872","source":"Crossref","is-referenced-by-count":3,"title":["Temporal and Spatial Analysis in Early Sepsis Prediction via Causal Disentanglements"],"prefix":"10.1109","volume":"37","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7129-1456","authenticated-orcid":false,"given":"Qiang","family":"Li","sequence":"first","affiliation":[{"name":"School of Microelectronics, Tianjin University, Tianjin, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-1826-144X","authenticated-orcid":false,"given":"Dongchen","family":"Li","sequence":"additional","affiliation":[{"name":"School of Microelectronics, Tianjin University, Tianjin, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0578-8138","authenticated-orcid":false,"given":"Weizhi","family":"Nie","sequence":"additional","affiliation":[{"name":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"He","family":"Jiao","sequence":"additional","affiliation":[{"name":"School of Pharmaceutical Science and Technology, Tianjin University, Tianjin, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhenhua","family":"Wu","sequence":"additional","affiliation":[{"name":"School of Pharmaceutical Science and Technology, Tianjin University, Tianjin, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5755-9145","authenticated-orcid":false,"given":"Anan","family":"Liu","sequence":"additional","affiliation":[{"name":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2016.0287"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1038\/nri.2017.36"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1097\/CCM.0000000000000330"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-021-20910-4"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2022.3230454"},{"key":"ref6","article-title":"Explaining and harnessing adversarial examples","author":"Goodfellow","year":"2014"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01193"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3349242"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0174708"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1002\/jhm.530"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2017.08.015"},{"key":"ref12","article-title":"Integrating physiological time series and clinical notes with transformer for early prediction of sepsis","author":"Wang","year":"2022"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i11.21605"},{"issue":"10","key":"ref14","article-title":"An interpretable machine learning model for real-time sepsis prediction based on basic physiological indicators","volume":"27","author":"Zhang","year":"2023","journal-title":"Eur. Rev. Med. Pharmacological Sci."},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2022.3181780"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2023.3331298"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2019.8857819"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0251248"},{"key":"ref19","article-title":"CausaLVAE: Structured causal disentanglement in variational autoencoder","author":"Yang","year":"2020"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1186\/s13054-020-2767-0"},{"key":"ref21","article-title":"MIMIC-IV (version 2.2)","author":"Johnson","year":"2023"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2023.3309956"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-019-0103-9"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/w19-1909"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-024-18378-7"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2023.3240858"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2023.3321738"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511803161"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0211057"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2020.101820"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2023.12.033"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/e-Science58273.2023.10254863"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.2196\/28000"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2021.102036"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.3934\/mbe.2023595"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1186\/s13613-017-0337-7"},{"key":"ref37","first-page":"1","article-title":"Critical care medicine committee of chinese people\u2019s liberation army (PLA); chinese society of laboratory medicine \u201cExpert consensus on the diagnosis and treatment of thrombocytopenia in adult critical care patients in China\u201d","volume":"7","author":"Song","year":"2020","journal-title":"Mil. Med. Res."},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.3390\/ijms20143494"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1097\/CCM.0000000000003644"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1002\/rth2.12465"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.3389\/fimmu.2019.01687"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.3389\/fimmu.2022.936662"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1186\/s13054-023-04612-5"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.jinf.2018.12.002"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1378\/chest.101.6.1644"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.clinbiochem.2017.05.014"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.21037\/jtd.2019.12.63"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1001\/jamanetworkopen.2021.38596"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmet.2021.07.002"},{"issue":"8","key":"ref50","doi-asserted-by":"crossref","first-page":"1085","DOI":"10.1007\/s00134-017-4701-8","article-title":"Australian & New Zealand intensive care society (anzics) centre for outcomes & resource evaluation (core) and australian & New Zealand intensive care society (anzics) paediatric study group: Prediction of pediatric sepsis mortality within 1 h of intensive care admission","volume":"43","author":"Schlapbach","year":"2017","journal-title":"Intensive Care Med"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1093\/qjmed\/hcu186"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0170152"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1186\/s13054-021-03776-2"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2005.859810"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1007\/s00134-015-3987-7"},{"key":"ref56","first-page":"49","article-title":"Mimic-iv","author":"Johnson","year":"2020","journal-title":"PhysioNet"}],"container-title":["IEEE Transactions on Knowledge and Data Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/69\/11072530\/11018491.pdf?arnumber=11018491","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,26]],"date-time":"2025-08-26T21:54:49Z","timestamp":1756245289000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11018491\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,8]]},"references-count":56,"journal-issue":{"issue":"8"},"URL":"https:\/\/doi.org\/10.1109\/tkde.2025.3569584","relation":{},"ISSN":["1041-4347","1558-2191","2326-3865"],"issn-type":[{"value":"1041-4347","type":"print"},{"value":"1558-2191","type":"electronic"},{"value":"2326-3865","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,8]]}}}