{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,20]],"date-time":"2026-05-20T16:34:24Z","timestamp":1779294864344,"version":"3.51.4"},"reference-count":20,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,12,3]],"date-time":"2024-12-03T00:00:00Z","timestamp":1733184000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,12,3]],"date-time":"2024-12-03T00:00:00Z","timestamp":1733184000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100020487","name":"Nature","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100020487","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007957","name":"Chongqing Municipal Education Commission","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100007957","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,12,3]]},"DOI":"10.1109\/bibm62325.2024.10821963","type":"proceedings-article","created":{"date-parts":[[2025,1,10]],"date-time":"2025-01-10T20:12:45Z","timestamp":1736539965000},"page":"3717-3721","source":"Crossref","is-referenced-by-count":1,"title":["Temporal Gaussian Copula For Clinical Multivariate Time Series Data Imputation"],"prefix":"10.1109","author":[{"given":"Ye","family":"Su","sequence":"first","affiliation":[{"name":"University of Chinese Academy of Sciences,Chongqing Institute of Green and Intelligent Technology, CAS,Chongqing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hezhe","family":"Qiao","sequence":"additional","affiliation":[{"name":"Singapore Management University,Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Di","family":"Wu","sequence":"additional","affiliation":[{"name":"Southwest University,Chongqing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuwen","family":"Chen","sequence":"additional","affiliation":[{"name":"Chongqing Institute of Green and Intelligent Technology, CAS,Chongqing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lin","family":"Chen","sequence":"additional","affiliation":[{"name":"Chongqing Institute of Green and Intelligent Technology, CAS,Chongqing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-023-00638-0"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/BHI50953.2021.9508537"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1186\/s12967-020-02620-5"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1093\/jamia\/ocad159"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.is.2023.102268"},{"key":"ref6","first-page":"5816","article-title":"Scinet: Time series modeling and forecasting with sample convolution and interaction","volume":"35","author":"Liu","year":"2022","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2023.119619"},{"key":"ref8","article-title":"Koopa: Learning non-stationary time series dynamics with koopman predictors","volume":"36","author":"Liu","year":"2024","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3394486.3403106"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-022-01899-x"},{"key":"ref11","first-page":"245","article-title":"Predicting in-hospital mortality of icu patients: The physionet\/computing in cardiology challenge 2012","volume-title":"2012 computing in cardiology","author":"Silva"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1097\/ccm.0000000000004145"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.ssresearch.2009.01.004"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/17.6.520"},{"key":"ref15","first-page":"2287","article-title":"Spectral regularization algorithms for learning large incomplete matrices","volume":"11","author":"Mazumder","year":"2010","journal-title":"The Journal of Machine Learning Research"},{"key":"ref16","article-title":"Brits: Bidirectional recurrent imputation for time series","volume":"31","author":"Cao","year":"2018","journal-title":"Advances in neural information processing systems"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICSITech46713.2019.8987530"},{"key":"ref18","first-page":"1651","article-title":"Gp-vae: Deep probabilistic time series imputation","volume-title":"International conference on artificial intelligence and statistics","author":"Fortuin"},{"key":"ref19","first-page":"12677","article-title":"Film: Frequency improved legendre memory model for long-term time series forecasting","volume":"35","author":"Zhou","year":"2022","journal-title":"Advances in neural information processing systems"},{"key":"ref20","article-title":"Frequency-domain mlps are more effective learners in time series forecasting","volume":"36","author":"Yi","year":"2024","journal-title":"Advances in Neural Information Processing Systems"}],"event":{"name":"2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","location":"Lisbon, Portugal","start":{"date-parts":[[2024,12,3]]},"end":{"date-parts":[[2024,12,6]]}},"container-title":["2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10821710\/10821711\/10821963.pdf?arnumber=10821963","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,11]],"date-time":"2025-01-11T09:54:49Z","timestamp":1736589289000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10821963\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12,3]]},"references-count":20,"URL":"https:\/\/doi.org\/10.1109\/bibm62325.2024.10821963","relation":{},"subject":[],"published":{"date-parts":[[2024,12,3]]}}}