{"id":"https://openalex.org/W2342997487","doi":"https://doi.org/10.1109/bhi.2016.7455976","title":"Experimental sleep phases monitoring","display_name":"Experimental sleep phases monitoring","publication_year":2016,"publication_date":"2016-02-01","ids":{"openalex":"https://openalex.org/W2342997487","doi":"https://doi.org/10.1109/bhi.2016.7455976","mag":"2342997487"},"language":"en","primary_location":{"id":"doi:10.1109/bhi.2016.7455976","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bhi.2016.7455976","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067311490","display_name":"Oana Ramona Velicu","orcid":null},"institutions":[{"id":"https://openalex.org/I9649716","display_name":"HTWG Hochschule Konstanz - Technik, Wirtschaft und Gestaltung","ror":"https://ror.org/051qw9f78","country_code":"DE","type":"education","lineage":["https://openalex.org/I9649716"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Oana Ramona Velicu","raw_affiliation_strings":["Department of Computer Science, TWG Konstanz, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, TWG Konstanz, Germany","institution_ids":["https://openalex.org/I9649716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004730271","display_name":"Natividad Mart\u00ednez Madrid","orcid":"https://orcid.org/0000-0003-1965-9481"},"institutions":[{"id":"https://openalex.org/I57589565","display_name":"Reutlingen University","ror":"https://ror.org/00q644y50","country_code":"DE","type":"education","lineage":["https://openalex.org/I57589565"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Natividad Martinez Madrid","raw_affiliation_strings":["Internet of Things Laboratory, Reutlingen University, Germany"],"affiliations":[{"raw_affiliation_string":"Internet of Things Laboratory, Reutlingen University, Germany","institution_ids":["https://openalex.org/I57589565"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070854764","display_name":"Ralf Seepold","orcid":"https://orcid.org/0000-0002-5192-2537"},"institutions":[{"id":"https://openalex.org/I9649716","display_name":"HTWG Hochschule Konstanz - Technik, Wirtschaft und Gestaltung","ror":"https://ror.org/051qw9f78","country_code":"DE","type":"education","lineage":["https://openalex.org/I9649716"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ralf Seepold","raw_affiliation_strings":["Department of Computer Science, TWG Konstanz, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, TWG Konstanz, Germany","institution_ids":["https://openalex.org/I9649716"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5067311490"],"corresponding_institution_ids":["https://openalex.org/I9649716"],"apc_list":null,"apc_paid":null,"fwci":1.7876,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.83841295,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"625","last_page":"628"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10985","display_name":"Sleep and Wakefulness Research","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10985","display_name":"Sleep and Wakefulness Research","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10316","display_name":"Sleep and related disorders","score":0.9832000136375427,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11373","display_name":"Sleep and Work-Related Fatigue","score":0.9621000289916992,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sleep","display_name":"Sleep (system call)","score":0.5809149146080017},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4832790195941925},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.0826481282711029}],"concepts":[{"id":"https://openalex.org/C2775841894","wikidata":"https://www.wikidata.org/wiki/Q4683692","display_name":"Sleep (system call)","level":2,"score":0.5809149146080017},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4832790195941925},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0826481282711029}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/bhi.2016.7455976","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bhi.2016.7455976","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI)","raw_type":"proceedings-article"},{"id":"pmh:oai:elib.uni-konstanz.de-htwg:970","is_oa":false,"landing_page_url":"https://opus.htwg-konstanz.de/frontdoor/index/index/docId/970","pdf_url":null,"source":{"id":"https://openalex.org/S4306400170","display_name":"URN-Resolver at the German National Library (German National Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2802635041","host_organization_name":"Technische Informationsbibliothek (TIB)","host_organization_lineage":["https://openalex.org/I2802635041"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conferenceobject"},{"id":"pmh:oai:opus.reutlingen-university.de:1213","is_oa":false,"landing_page_url":"https://publikationen.reutlingen-university.de/frontdoor/index/index/docId/1213","pdf_url":null,"source":{"id":"https://openalex.org/S4306400499","display_name":"Reutlingen University Academic Bibliography (Reutlingen University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I57589565","host_organization_name":"Reutlingen University","host_organization_lineage":["https://openalex.org/I57589565"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"doc-type:conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W117545607","https://openalex.org/W1795235732","https://openalex.org/W1966426061","https://openalex.org/W1972415561","https://openalex.org/W2012516575","https://openalex.org/W2080254328","https://openalex.org/W2106579828","https://openalex.org/W2148430642","https://openalex.org/W2154311551","https://openalex.org/W2220094076","https://openalex.org/W2884525847","https://openalex.org/W6638045704","https://openalex.org/W6688849311"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"Nowadays":[0],"there":[1],"is":[2,150,175],"a":[3,27,178,184,242,251],"rich":[4],"diversity":[5],"of":[6,22,30,111,123,172,187,212,258],"sleep":[7,20,61,137,145,163,194,226],"monitoring":[8],"systems":[9,79,133],"available":[10],"on":[11,85,219],"the":[12,23,55,60,65,69,83,86,90,106,112,121,160,220,225,256],"market.":[13],"They":[14],"promise":[15],"to":[16,54,93,105,159,176,182,254],"offer":[17],"information":[18],"about":[19],"quality":[21],"user":[24,91],"by":[25,209],"recording":[26],"limited":[28],"number":[29,186],"vital":[31,189],"signals,":[32,190],"mainly":[33],"heart":[34],"rate":[35],"and":[36,64,81,95,126,138,146,204,224,250,266,271],"body":[37,230],"movement.":[38],"Typically,":[39],"fitness":[40],"trackers,":[41],"smart":[42,44],"watches,":[43],"shirts,":[45],"smartphone":[46],"applications":[47,101],"or":[48,102,120,141],"patches":[49],"do":[50],"not":[51,75,151],"provide":[52],"access":[53],"raw":[56],"sensor":[57,231],"data.":[58],"Moreover,":[59],"classification":[62,195,227],"algorithm":[63],"agreement":[66],"ratio":[67],"with":[68,268],"gold":[70],"standard,":[71],"polysomnography":[72],"(PSG)":[73],"are":[74,128,157],"disclosed.":[76],"Some":[77],"commercial":[78],"record":[80],"store":[82],"data":[84,113,221,235],"wearable":[87],"device,":[88],"but":[89],"needs":[92],"transfer":[94],"import":[96],"it":[97,104],"into":[98],"specialised":[99],"software":[100],"return":[103],"doctor,":[107],"for":[108],"clinical":[109],"evaluation":[110],"set.":[114],"Thus":[115],"an":[116],"immediate":[117],"feedback":[118],"mechanism":[119],"possibility":[122],"remote":[124,202],"control":[125,203],"supervision":[127,207],"lacking.":[129],"Furthermore,":[130],"many":[131],"such":[132],"only":[134],"distinguish":[135],"between":[136,142],"wake":[139],"states,":[140],"wake,":[143],"light":[144],"deep":[147],"sleep.":[148],"It":[149],"always":[152],"clear":[153],"how":[154],"these":[155],"stages":[156],"mapped":[158],"four":[161],"known":[162],"stages:":[164],"REM,":[165],"NREM1,":[166],"NREM2,":[167],"NREM3-4.":[168],"[1]":[169],"The":[170,197,229],"goal":[171],"this":[173],"research":[174],"find":[177],"reduced":[179],"complexity":[180],"method":[181,223],"process":[183],"minimum":[185],"bio":[188],"while":[191],"providing":[192],"accurate":[193],"results.":[196],"model":[198],"we":[199],"propose":[200],"offers":[201],"real":[205],"time":[206],"capabilities,":[208],"using":[210],"Internet":[211],"Things":[213],"(IoT)":[214],"technology.":[215],"This":[216],"paper":[217],"focuses":[218],"processing":[222],"logic.":[228],"network":[232],"representing":[233],"our":[234],"acquisition":[236],"system":[237],"will":[238,263,274],"be":[239,264,275],"described":[240],"in":[241],"separate":[243],"publication.":[244],"Our":[245],"solution":[246],"showed":[247],"promising":[248],"results":[249],"good":[252],"potential":[253],"overcome":[255],"limitations":[257],"existing":[259],"products.":[260],"Further":[261],"improvements":[262],"made":[265],"subjects":[267],"different":[269],"age":[270],"health":[272],"conditions":[273],"tested.":[276]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-23T05:10:03.516525","created_date":"2025-10-10T00:00:00"}