{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,27]],"date-time":"2026-05-27T18:03:48Z","timestamp":1779905028369,"version":"3.53.1"},"reference-count":11,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"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":[[2020,7]]},"DOI":"10.1109\/embc44109.2020.9175743","type":"proceedings-article","created":{"date-parts":[[2020,8,27]],"date-time":"2020-08-27T21:06:04Z","timestamp":1598562364000},"page":"645-648","source":"Crossref","is-referenced-by-count":8,"title":["Predicting Sleep Classification Performance without Labels"],"prefix":"10.1109","author":[{"given":"Kaare B.","family":"Mikkelsen","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yousef R.","family":"Tabar","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Preben","family":"Kidmose","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref4","first-page":"662734","article-title":"The Dreem Headband as an Alternative to Polysomnography for EEG Signal Acquisition and Sleep Staging","author":"arnal","year":"2019","journal-title":"BioRxiv"},{"key":"ref3","first-page":"12786e","article-title":"Machine-learning-derived sleep&#x2013;wake staging from around-the-ear electroencephalogram outperforms manual scoring and actigraphy","volume":"0","author":"mikkelsen","year":"2018","journal-title":"Journal of Sleep Research"},{"key":"ref10","author":"platanios","year":"2006","journal-title":"Estimating accuracy from unlabeled data"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.5665\/sleep.5836"},{"key":"ref11","first-page":"3664","article-title":"Unsupervised risk estimation using only conditional independence structure","author":"steinhardt","year":"2016","journal-title":"Proceedings of the 30th International Conference on Neural Information Processing Systems"},{"key":"ref5","doi-asserted-by":"crossref","DOI":"10.1016\/j.sleep.2020.02.022","article-title":"Validation of sleep stage classification using non-contact radar technology and machine learning (Somnofy R )","author":"toften","year":"2020","journal-title":"Sleep Medicine"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1038\/s41598-019-53115-3","article-title":"Accurate whole-night sleep monitoring with dry-contact ear-EEG","volume":"9","author":"mikkelsen","year":"2019","journal-title":"Scientific Reports"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.5664\/jcsm.6456"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1186\/s12938-017-0400-5"},{"key":"ref9","first-page":"1323","article-title":"Unsupervised Supervised Learning I: Estimating Classification and Regression Errors without Labels","volume":"11","author":"donmez","year":"2010","journal-title":"Journal of Machine Learning Research"},{"key":"ref1","author":"berry","year":"2016","journal-title":"The AASM Manual for the scoring of sleep and associated events Rules terminology and technical specifications"}],"event":{"name":"2020 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) in conjunction with the 43rd Annual Conference of the Canadian Medical and Biological Engineering Society","location":"Montreal, QC, Canada","start":{"date-parts":[[2020,7,20]]},"end":{"date-parts":[[2020,7,24]]}},"container-title":["2020 42nd Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9167168\/9175149\/09175743.pdf?arnumber=9175743","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,27]],"date-time":"2022-06-27T12:16:15Z","timestamp":1656332175000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9175743\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,7]]},"references-count":11,"URL":"https:\/\/doi.org\/10.1109\/embc44109.2020.9175743","relation":{},"subject":[],"published":{"date-parts":[[2020,7]]}}}