{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,14]],"date-time":"2026-02-14T00:18:23Z","timestamp":1771028303007,"version":"3.50.1"},"reference-count":18,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,7,24]],"date-time":"2023-07-24T00:00:00Z","timestamp":1690156800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,7,24]],"date-time":"2023-07-24T00:00:00Z","timestamp":1690156800000},"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":[[2023,7,24]]},"DOI":"10.1109\/embc40787.2023.10341100","type":"proceedings-article","created":{"date-parts":[[2023,12,11]],"date-time":"2023-12-11T14:54:26Z","timestamp":1702306466000},"page":"1-4","source":"Crossref","is-referenced-by-count":5,"title":["A deep learning model based on the combination of convolutional and recurrent neural networks to enhance pulse oximetry ability to classify sleep stages in children with sleep apnea"],"prefix":"10.1109","author":[{"given":"Fernando","family":"Vaquerizo-Villar","sequence":"first","affiliation":[{"name":"Universidad de Valladolid and CIBER-BBN (ISCIII),Biomedical Engineering Group,Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Daniel","family":"\u00c1lvarez","sequence":"additional","affiliation":[{"name":"Universidad de Valladolid and CIBER-BBN (ISCIII),Biomedical Engineering Group,Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gonzalo C.","family":"Guti\u00e9rrez-Tobal","sequence":"additional","affiliation":[{"name":"Universidad de Valladolid and CIBER-BBN (ISCIII),Biomedical Engineering Group,Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"F\u00e9lix","family":"Del Campo","sequence":"additional","affiliation":[{"name":"Universidad de Valladolid and CIBER-BBN (ISCIII),Biomedical Engineering Group,Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"David","family":"Gozal","sequence":"additional","affiliation":[{"name":"The University of Missouri School of Medicine,Department of Child Health,Columbia,Missouri,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Leila","family":"Kheirandish-Gozal","sequence":"additional","affiliation":[{"name":"The University of Missouri School of Medicine,Department of Child Health,Columbia,Missouri,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Thomas","family":"Penzel","sequence":"additional","affiliation":[{"name":"Charité-Universitätsmedizin,Interdisciplinary Center of Sleep Medicine,Berlin,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Roberto","family":"Hornero","sequence":"additional","affiliation":[{"name":"Universidad de Valladolid and CIBER-BBN (ISCIII),Biomedical Engineering Group,Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1378\/chest.14-0970"},{"issue":"9","key":"ref2","first-page":"1689","article-title":"The AASM Manual for the Scoring of Sleep and Associated Events","volume":"53","author":"Berry","year":"2018","journal-title":"Am. Acad. Sleep Med."},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1080\/17476348.2018.1495563"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.5665\/sleep.2548"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2019.04.032"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/S2213-2600(19)30198-5"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1093\/sleep\/zsaa098"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.jocs.2021.101544"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.rmed.2013.02.004"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/MELECON53508.2022.9842917"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-021-00510-8"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC46164.2021.9629995"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1164\/ajrccm\/146.5_Pt_1.1231"},{"key":"ref14","volume-title":"Deep Learning","author":"Goodfellow","year":"2016"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1056\/NEJMoa1215881"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.5665\/sleep.1388"},{"issue":"7","key":"ref17","doi-asserted-by":"crossref","first-page":"752","DOI":"10.5664\/jcsm.27034","article-title":"The AASM Manual for the Scoring of Sleep and Associated Events: Rules, Terminology and Technical Specification","volume":"3","author":"Iber","year":"2007","journal-title":"J. Clin. Sleep Med."},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.11613\/BM.2012.031"}],"event":{"name":"2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","location":"Sydney, Australia","start":{"date-parts":[[2023,7,24]]},"end":{"date-parts":[[2023,7,27]]}},"container-title":["2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10339936\/10339939\/10341100.pdf?arnumber=10341100","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,12,19]],"date-time":"2023-12-19T19:11:33Z","timestamp":1703013093000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10341100\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,7,24]]},"references-count":18,"URL":"https:\/\/doi.org\/10.1109\/embc40787.2023.10341100","relation":{},"subject":[],"published":{"date-parts":[[2023,7,24]]}}}