{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,29]],"date-time":"2024-10-29T19:39:31Z","timestamp":1730230771809,"version":"3.28.0"},"reference-count":21,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,5,1]],"date-time":"2020-05-01T00:00:00Z","timestamp":1588291200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,5,1]],"date-time":"2020-05-01T00:00:00Z","timestamp":1588291200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,5,1]],"date-time":"2020-05-01T00:00:00Z","timestamp":1588291200000},"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":[[2020,5]]},"DOI":"10.1109\/icassp40776.2020.9054635","type":"proceedings-article","created":{"date-parts":[[2020,4,9]],"date-time":"2020-04-09T20:21:13Z","timestamp":1586463673000},"page":"1130-1134","source":"Crossref","is-referenced-by-count":5,"title":["Hidden Markov Models for Sepsis Detection in Preterm Infants"],"prefix":"10.1109","author":[{"given":"Antoine","family":"Honore","sequence":"first","affiliation":[]},{"given":"Dong","family":"Liu","sequence":"additional","affiliation":[]},{"given":"David","family":"Forsberg","sequence":"additional","affiliation":[]},{"given":"Karen","family":"Coste","sequence":"additional","affiliation":[]},{"given":"Eric","family":"Herlenius","sequence":"additional","affiliation":[]},{"given":"Saikat","family":"Chatterjee","sequence":"additional","affiliation":[]},{"given":"Mikael","family":"Skoglund","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2013.2294692"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.ifacol.2018.11.658"},{"key":"ref12","article-title":"Powering Hidden Markov Model by Neural Network based Generative Models","author":"liu","year":"2019","journal-title":"arXiv 1910 05744 [cs stat]"},{"article-title":"NICE: Non-linear Independent Components Estimation","year":"2014","author":"dinh","key":"ref13"},{"journal-title":"Support Vector Machines Ser Information Science and Statistics","year":"2008","author":"steinwart","key":"ref14"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2011.2168604"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.2174\/138920209789177575"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/5.18626"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TASL.2010.2101597"},{"journal-title":"Pattern Recognition and Machine Learning (Information Science and Statistics)","year":"2006","author":"bishop","key":"ref19"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1111\/j.1651-2227.2007.00618.x"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1038\/pr.2016.43"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1542\/peds.2004-2461"},{"key":"ref5","first-page":"5","article-title":"Heart rate observation (HeRO) monitoring was developed for detection of sepsis in preterm infants.[...] The HeRO monitor is now in use in many NICUs in the USA and was approved in 2012 for use in Europe","author":"hicks","year":"2013"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"1331","DOI":"10.1055\/s-0038-1654712","article-title":"Early Pulse Oximetry Data Improves Prediction of Death and Adverse Outcomes in a Two-Center Cohort of Very Low Birth Weight Infants","volume":"35","author":"sullivan","year":"2018","journal-title":"Amer J Perinatol"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s13312-014-0469-x"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.jpeds.2015.08.053"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1203\/01.PDR.0000064904.05313.D2"},{"key":"ref9","article-title":"Machine Learning Based¨ Non-Invasive Vital Signs Analysis for Preterm Sepsis Risk Prediction","author":"g\u00fczey","year":"2018","journal-title":"SSRN Scholarly Paper ID 3319633 Social Science Research Network"},{"article-title":"Adam: A Method for Stochastic Optimization","year":"2014","author":"kingma","key":"ref20"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1515\/jpm-2015-0362"}],"event":{"name":"ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","start":{"date-parts":[[2020,5,4]]},"location":"Barcelona, Spain","end":{"date-parts":[[2020,5,8]]}},"container-title":["ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9040208\/9052899\/09054635.pdf?arnumber=9054635","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,28]],"date-time":"2022-06-28T00:24:34Z","timestamp":1656375874000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9054635\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,5]]},"references-count":21,"URL":"https:\/\/doi.org\/10.1109\/icassp40776.2020.9054635","relation":{},"subject":[],"published":{"date-parts":[[2020,5]]}}}