{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,2]],"date-time":"2025-06-02T15:08:44Z","timestamp":1748876924596,"version":"3.28.0"},"reference-count":32,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,6,18]],"date-time":"2023-06-18T00:00:00Z","timestamp":1687046400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,6,18]],"date-time":"2023-06-18T00:00:00Z","timestamp":1687046400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,6,18]]},"DOI":"10.1109\/ijcnn54540.2023.10191261","type":"proceedings-article","created":{"date-parts":[[2023,8,2]],"date-time":"2023-08-02T17:30:03Z","timestamp":1690997403000},"page":"1-9","source":"Crossref","is-referenced-by-count":4,"title":["PT3: A Transformer-based Model for Sepsis Death Risk Prediction via Vital Signs Time Series"],"prefix":"10.1109","author":[{"given":"Ruihong","family":"Luo","sequence":"first","affiliation":[{"name":"School of Software, Tsinghua University,Beijing,China"}]},{"given":"Minghui","family":"Gong","sequence":"additional","affiliation":[{"name":"School of Software, Tsinghua University,Beijing,China"}]},{"given":"Chunping","family":"Li","sequence":"additional","affiliation":[{"name":"School of Software, Tsinghua University,Beijing,China"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.3390\/jcm8111906"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0245157"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s11517-022-02521-3"},{"key":"ref31","first-page":"4652","article-title":"Unsupervised scalable representation learning for multivariate time series","author":"franceschi","year":"2019","journal-title":"NeurIPS"},{"key":"ref30","first-page":"359","article-title":"Using dynamic time warping to find patterns in time series","volume":"10","author":"berndt","year":"0","journal-title":"KDD Workshop"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1186\/s12967-020-02620-5"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1186\/s12911-020-01271-2"},{"key":"ref32","first-page":"2579","article-title":"Visualizing data using t-SNE","volume":"9","author":"van der maaten","year":"2008","journal-title":"Journal of Machine Learning Research"},{"key":"ref2","doi-asserted-by":"crossref","DOI":"10.1186\/cc7704","article-title":"Extending international sepsis epidemi-ology: the impact of organ dysfunction","volume":"13","author":"esper","year":"2009","journal-title":"Critical Care"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1186\/cc7157"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/3097983.3097997"},{"key":"ref16","first-page":"1724","article-title":"Learning phrase representations using RNN encoder-decoder for statistical machine translation","author":"cho","year":"2014","journal-title":"EMNLP"},{"key":"ref19","first-page":"5998","article-title":"Attention is all you need","author":"vaswani","year":"2017","journal-title":"NeurIPS"},{"key":"ref18","doi-asserted-by":"crossref","DOI":"10.1038\/s41598-018-24271-9","article-title":"Recurrent neural networks for multivariate time series with missing values","volume":"8","author":"che","year":"2018","journal-title":"Scientific Reports"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3394486.3403107"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i12.17325"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/3447548.3467401"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3447548.3467069"},{"key":"ref20","first-page":"4171","article-title":"Bert: Pre-training of deep bidirectional transformers for language understanding","author":"devlin","year":"2019","journal-title":"NAACL"},{"key":"ref22","first-page":"5244","article-title":"Enhancing the locality and breaking the memory bottleneck of transformer on time series forecasting","author":"li","year":"2019","journal-title":"NeurIPS"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-85713-4_11"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1038\/sdata.2018.178"},{"key":"ref27","article-title":"Mimic-iv (version 0.4)","author":"johnson","year":"2020","journal-title":"PhysioNet"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1097\/CCM.0000000000002965"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"185","DOI":"10.3414\/ME18-01-0014","article-title":"Prediction of sepsis and in-hospital mortality using electronic health records","volume":"57","author":"khojandi","year":"2018","journal-title":"Methods of Information in Medicine"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1111\/acem.12876"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.ajem.2020.09.013"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/S0140-6736(19)32989-7"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2014.2637"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1001\/jama.1995.03520260039030"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1186\/1757-7241-20-41"}],"event":{"name":"2023 International Joint Conference on Neural Networks (IJCNN)","start":{"date-parts":[[2023,6,18]]},"location":"Gold Coast, Australia","end":{"date-parts":[[2023,6,23]]}},"container-title":["2023 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10190990\/10190992\/10191261.pdf?arnumber=10191261","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,21]],"date-time":"2023-08-21T17:45:58Z","timestamp":1692639958000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10191261\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6,18]]},"references-count":32,"URL":"https:\/\/doi.org\/10.1109\/ijcnn54540.2023.10191261","relation":{},"subject":[],"published":{"date-parts":[[2023,6,18]]}}}