{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,29]],"date-time":"2024-10-29T11:05:17Z","timestamp":1730199917668,"version":"3.28.0"},"reference-count":34,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017,12]]},"DOI":"10.1109\/bigdata.2017.8258049","type":"proceedings-article","created":{"date-parts":[[2018,1,15]],"date-time":"2018-01-15T17:47:28Z","timestamp":1516038448000},"page":"1233-1242","source":"Crossref","is-referenced-by-count":16,"title":["LSTM for septic shock: Adding unreliable labels to reliable predictions"],"prefix":"10.1109","author":[{"given":"Yuan","family":"Zhang","sequence":"first","affiliation":[]},{"given":"Chen","family":"Lin","sequence":"additional","affiliation":[]},{"given":"Min","family":"Chi","sequence":"additional","affiliation":[]},{"given":"Julie","family":"Ivy","sequence":"additional","affiliation":[]},{"given":"Muge","family":"Capan","sequence":"additional","affiliation":[]},{"given":"Jeanne M.","family":"Huddleston","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref33","article-title":"Inference of genetic regulatory networks with recurrent neural network models using particle swarm optimization","author":"xu","year":"2007","journal-title":"IEEE TCBB"},{"doi-asserted-by":"publisher","key":"ref32","DOI":"10.1007\/978-1-4419-5913-3_9"},{"doi-asserted-by":"publisher","key":"ref31","DOI":"10.1002\/jhm.2259"},{"year":"2016","author":"torio","journal-title":"National inpatient hospital costs the most expensive conditions by payer 2013 rockville md Agency for healthcare research and quality 2013","key":"ref30"},{"doi-asserted-by":"publisher","key":"ref34","DOI":"10.1186\/s12911-016-0310-7"},{"doi-asserted-by":"publisher","key":"ref10","DOI":"10.1186\/cc5992"},{"doi-asserted-by":"publisher","key":"ref11","DOI":"10.1136\/amiajnl-2013-001815"},{"key":"ref12","article-title":"Rews: Real-time early warning score for septic shock","volume":"63","author":"henry","year":"2014","journal-title":"Critical Care Medicine"},{"doi-asserted-by":"publisher","key":"ref13","DOI":"10.1126\/scitranslmed.aab3719"},{"key":"ref14","article-title":"Enrollment into a time sensitive clinical study in the critical care setting: results from computerized septic shock sniffer implementation","author":"vitaly","year":"2011","journal-title":"JAMIA"},{"doi-asserted-by":"publisher","key":"ref15","DOI":"10.1145\/2591676"},{"key":"ref16","article-title":"Incremental dual-memory lstm in land cover prediction","author":"xiaowei","year":"2017","journal-title":"SIGKDD ACM"},{"key":"ref17","article-title":"Predict land covers with transition modeling and incremental learning","author":"xiaowei","year":"2017","journal-title":"Proceedings of the 2017 SDM"},{"key":"ref18","article-title":"Duration of hypotension before initiation of effective antimicrobial therapy is the critical determinant of survival in human septic shock","author":"anand","year":"2006","journal-title":"Critical Care Medicine"},{"year":"2015","author":"lipton","article-title":"Learning to diagnose with lstm recurrent neural networks","key":"ref19"},{"doi-asserted-by":"publisher","key":"ref28","DOI":"10.1088\/0967-3334\/31\/6\/004"},{"doi-asserted-by":"publisher","key":"ref4","DOI":"10.1016\/j.compbiomed.2016.05.003"},{"key":"ref27","article-title":"Lstm neural networks for language modeling","author":"sundermeyer","year":"2012","journal-title":"Thirteenth Annual Conference of the International Speech Communication Association"},{"doi-asserted-by":"publisher","key":"ref3","DOI":"10.1007\/978-3-7908-1788-1_12"},{"key":"ref6","article-title":"Surviving sepsis campaign: international guidelines for management of severe sepsis and septic shock: 2008","author":"phillip dellinger","year":"2008","journal-title":"Intensive Care Medicine"},{"doi-asserted-by":"publisher","key":"ref29","DOI":"10.1002\/jhm.530"},{"doi-asserted-by":"publisher","key":"ref5","DOI":"10.1177\/0885066610392499"},{"year":"0","author":"esteban","journal-title":"Combining static and dynamic information for clinical event prediction","key":"ref8"},{"year":"2011","author":"elixhauser","journal-title":"Septicemia in U S hospitals 2009","key":"ref7"},{"doi-asserted-by":"publisher","key":"ref2","DOI":"10.1016\/S0140-6736(95)91804-3"},{"doi-asserted-by":"publisher","key":"ref9","DOI":"10.1186\/cc10102"},{"doi-asserted-by":"publisher","key":"ref1","DOI":"10.1097\/00003246-199502000-00026"},{"doi-asserted-by":"publisher","key":"ref20","DOI":"10.1056\/NEJMoa022139"},{"doi-asserted-by":"publisher","key":"ref22","DOI":"10.7717\/peerj.343"},{"key":"ref21","article-title":"Early detection of sepsis in the emergency department using dynamic bayesian networks","author":"nachimuthu","year":"2012","journal-title":"AMIA Annual Symposium Proceedings"},{"key":"ref24","article-title":"Using hierarchical dynamic bayesian networks to investigate dynamics of organ failure in patients in the intensive care unit","author":"linda","year":"2010","journal-title":"Journal of Biomedical Informatics"},{"year":"2017","journal-title":"U S Department of Health and Human Services Health United States 2016 With chartbook on long-term trends in health","key":"ref23"},{"year":"2016","author":"mervyn","journal-title":"For the third international consensus definitions for sepsis and septic shock (sepsis-3) JAMA","key":"ref26"},{"year":"2007","author":"shavdia","journal-title":"Septic Shock Providing Early Warnings Through Multivariate Logistic Regression Models","key":"ref25"}],"event":{"name":"2017 IEEE International Conference on Big Data (Big Data)","start":{"date-parts":[[2017,12,11]]},"location":"Boston, MA","end":{"date-parts":[[2017,12,14]]}},"container-title":["2017 IEEE International Conference on Big Data (Big Data)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8241556\/8257893\/08258049.pdf?arnumber=8258049","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2018,2,19]],"date-time":"2018-02-19T18:58:45Z","timestamp":1519066725000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/8258049\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,12]]},"references-count":34,"URL":"https:\/\/doi.org\/10.1109\/bigdata.2017.8258049","relation":{},"subject":[],"published":{"date-parts":[[2017,12]]}}}