End-to-end machine learning on raw EEG signals for sleep stage classification

Saved in:
Bibliographic Details
Published in:Sleep medicine 2019-12, Vol.64, p.S139-S139
Main Authors: Gunnlaugsson, E., Ragnarsdóttir, H., þráinsson, H.M., Finnsson, E., Jónsson, S.Æ., Helgadóttir, H., Ágústsson, J.S., Herman, P.
Format: Article
Language:English
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by
cites
container_end_page S139
container_issue
container_start_page S139
container_title Sleep medicine
container_volume 64
creator Gunnlaugsson, E.
Ragnarsdóttir, H.
þráinsson, H.M.
Finnsson, E.
Jónsson, S.Æ.
Helgadóttir, H.
Ágústsson, J.S.
Herman, P.
description
doi_str_mv 10.1016/j.sleep.2019.11.380
format article
fullrecord <record><control><sourceid>elsevier_swepu</sourceid><recordid>TN_cdi_swepub_primary_oai_DiVA_org_kth_281178</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S1389945719307415</els_id><sourcerecordid>S1389945719307415</sourcerecordid><originalsourceid>FETCH-LOGICAL-c1368-a3d136247b589b38bcbe187f219f3716e9b285d115eab3922e315f68068f223b3</originalsourceid><addsrcrecordid>eNp9kMFOwzAQRC0EEqXwBVz8Aw5eu0mcA4eqhIJUxAW4Wo6zSV1Sp7IDFX9PShFHTrOHebs7Q8g18AQ4ZDebJHaIu0RwKBKARCp-QiagcsXSlGen4yxVwYpZmp-Tixg3nEMOajYhT6Wv2dAz9DXdGrt2HmmHJnjnW9p7GsyeluWSRtd600Xa9IH-3KJxMC1S25kYXeOsGVzvL8lZM7rw6len5PW-fFk8sNXz8nExXzELMlPMyHpUMcurVBWVVJWtcHy2EVA0MocMi0qotAZI0VSyEAIlpE2meKYaIWQlp4Qd98Y97j4qvQtua8KX7o3Td-5trvvQ6vdhrYUCyNXol0e_DX2MAZs_Arg-NKg3-ieVPjSoAfTY4EjdHikco3w6DDpah95i7QLaQde9-5f_BpnLeiY</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype></control><display><type>article</type><title>End-to-end machine learning on raw EEG signals for sleep stage classification</title><source>ScienceDirect Journals</source><creator>Gunnlaugsson, E. ; Ragnarsdóttir, H. ; þráinsson, H.M. ; Finnsson, E. ; Jónsson, S.Æ. ; Helgadóttir, H. ; Ágústsson, J.S. ; Herman, P.</creator><creatorcontrib>Gunnlaugsson, E. ; Ragnarsdóttir, H. ; þráinsson, H.M. ; Finnsson, E. ; Jónsson, S.Æ. ; Helgadóttir, H. ; Ágústsson, J.S. ; Herman, P.</creatorcontrib><identifier>ISSN: 1389-9457</identifier><identifier>ISSN: 1878-5506</identifier><identifier>EISSN: 1878-5506</identifier><identifier>DOI: 10.1016/j.sleep.2019.11.380</identifier><language>eng</language><publisher>Elsevier B.V</publisher><ispartof>Sleep medicine, 2019-12, Vol.64, p.S139-S139</ispartof><rights>2019</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,780,784,885,27924,27925</link.rule.ids><backlink>$$Uhttps://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-281178$$DView record from Swedish Publication Index$$Hfree_for_read</backlink></links><search><creatorcontrib>Gunnlaugsson, E.</creatorcontrib><creatorcontrib>Ragnarsdóttir, H.</creatorcontrib><creatorcontrib>þráinsson, H.M.</creatorcontrib><creatorcontrib>Finnsson, E.</creatorcontrib><creatorcontrib>Jónsson, S.Æ.</creatorcontrib><creatorcontrib>Helgadóttir, H.</creatorcontrib><creatorcontrib>Ágústsson, J.S.</creatorcontrib><creatorcontrib>Herman, P.</creatorcontrib><title>End-to-end machine learning on raw EEG signals for sleep stage classification</title><title>Sleep medicine</title><issn>1389-9457</issn><issn>1878-5506</issn><issn>1878-5506</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><recordid>eNp9kMFOwzAQRC0EEqXwBVz8Aw5eu0mcA4eqhIJUxAW4Wo6zSV1Sp7IDFX9PShFHTrOHebs7Q8g18AQ4ZDebJHaIu0RwKBKARCp-QiagcsXSlGen4yxVwYpZmp-Tixg3nEMOajYhT6Wv2dAz9DXdGrt2HmmHJnjnW9p7GsyeluWSRtd600Xa9IH-3KJxMC1S25kYXeOsGVzvL8lZM7rw6len5PW-fFk8sNXz8nExXzELMlPMyHpUMcurVBWVVJWtcHy2EVA0MocMi0qotAZI0VSyEAIlpE2meKYaIWQlp4Qd98Y97j4qvQtua8KX7o3Td-5trvvQ6vdhrYUCyNXol0e_DX2MAZs_Arg-NKg3-ieVPjSoAfTY4EjdHikco3w6DDpah95i7QLaQde9-5f_BpnLeiY</recordid><startdate>201912</startdate><enddate>201912</enddate><creator>Gunnlaugsson, E.</creator><creator>Ragnarsdóttir, H.</creator><creator>þráinsson, H.M.</creator><creator>Finnsson, E.</creator><creator>Jónsson, S.Æ.</creator><creator>Helgadóttir, H.</creator><creator>Ágústsson, J.S.</creator><creator>Herman, P.</creator><general>Elsevier B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>ADTPV</scope><scope>AOWAS</scope><scope>D8V</scope></search><sort><creationdate>201912</creationdate><title>End-to-end machine learning on raw EEG signals for sleep stage classification</title><author>Gunnlaugsson, E. ; Ragnarsdóttir, H. ; þráinsson, H.M. ; Finnsson, E. ; Jónsson, S.Æ. ; Helgadóttir, H. ; Ágústsson, J.S. ; Herman, P.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c1368-a3d136247b589b38bcbe187f219f3716e9b285d115eab3922e315f68068f223b3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Gunnlaugsson, E.</creatorcontrib><creatorcontrib>Ragnarsdóttir, H.</creatorcontrib><creatorcontrib>þráinsson, H.M.</creatorcontrib><creatorcontrib>Finnsson, E.</creatorcontrib><creatorcontrib>Jónsson, S.Æ.</creatorcontrib><creatorcontrib>Helgadóttir, H.</creatorcontrib><creatorcontrib>Ágústsson, J.S.</creatorcontrib><creatorcontrib>Herman, P.</creatorcontrib><collection>CrossRef</collection><collection>SwePub</collection><collection>SwePub Articles</collection><collection>SWEPUB Kungliga Tekniska Högskolan</collection><jtitle>Sleep medicine</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Gunnlaugsson, E.</au><au>Ragnarsdóttir, H.</au><au>þráinsson, H.M.</au><au>Finnsson, E.</au><au>Jónsson, S.Æ.</au><au>Helgadóttir, H.</au><au>Ágústsson, J.S.</au><au>Herman, P.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>End-to-end machine learning on raw EEG signals for sleep stage classification</atitle><jtitle>Sleep medicine</jtitle><date>2019-12</date><risdate>2019</risdate><volume>64</volume><spage>S139</spage><epage>S139</epage><pages>S139-S139</pages><issn>1389-9457</issn><issn>1878-5506</issn><eissn>1878-5506</eissn><pub>Elsevier B.V</pub><doi>10.1016/j.sleep.2019.11.380</doi></addata></record>
fulltext fulltext
identifier ISSN: 1389-9457
ispartof Sleep medicine, 2019-12, Vol.64, p.S139-S139
issn 1389-9457
1878-5506
1878-5506
language eng
recordid cdi_swepub_primary_oai_DiVA_org_kth_281178
source ScienceDirect Journals
title End-to-end machine learning on raw EEG signals for sleep stage classification
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-06T17%3A03%3A17IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-elsevier_swepu&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=End-to-end%20machine%20learning%20on%20raw%20EEG%20signals%20for%20sleep%20stage%20classification&rft.jtitle=Sleep%20medicine&rft.au=Gunnlaugsson,%20E.&rft.date=2019-12&rft.volume=64&rft.spage=S139&rft.epage=S139&rft.pages=S139-S139&rft.issn=1389-9457&rft.eissn=1878-5506&rft_id=info:doi/10.1016/j.sleep.2019.11.380&rft_dat=%3Celsevier_swepu%3ES1389945719307415%3C/elsevier_swepu%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c1368-a3d136247b589b38bcbe187f219f3716e9b285d115eab3922e315f68068f223b3%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_id=info:pmid/&rfr_iscdi=true