{"id":"https://openalex.org/W7225008546","doi":"https://doi.org/10.1007/s00739-026-01206-y","title":"KI und Wearables: Neue Wege f\u00fcr Schlaf, Gesundheit und Wellbeing","display_name":"KI und Wearables: Neue Wege f\u00fcr Schlaf, Gesundheit und Wellbeing","publication_year":2026,"publication_date":"2026-10-29","ids":{"openalex":"https://openalex.org/W7225008546","doi":"https://doi.org/10.1007/s00739-026-01206-y"},"language":"de","primary_location":{"id":"doi:10.1007/s00739-026-01206-y","doi":"https://doi.org/10.1007/s00739-026-01206-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00739-026-01206-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00739-026-01206-y.pdf","source":{"id":"https://openalex.org/S2764418788","display_name":"psychopraxis neuropraxis","issn_l":"2197-9707","issn":["2197-9707","2197-9715"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"psychopraxis. neuropraxis","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s00739-026-01206-y.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089232791","display_name":"Manuel Schabus","orcid":"https://orcid.org/0000-0001-5899-8772","observed_orcids":["https://orcid.org/0000-0001-5899-8772"]},"institutions":[{"id":"https://openalex.org/I182212641","display_name":"University of Salzburg","ror":"https://ror.org/05gs8cd61","country_code":"AT","type":"education","lineage":["https://openalex.org/I182212641"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Manuel Schabus","raw_affiliation_strings":["Labor f\u00fcr Schlaf\u2011, Kognitions- und Bewusstseinsforschung, Fachbereich Psychologie, Paris-Lodron-Universit\u00e4t Salzburg, Hellbrunner Stra\u00dfe 34, 5020, Salzburg, \u00d6sterreich"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Labor f\u00fcr Schlaf\u2011, Kognitions- und Bewusstseinsforschung, Fachbereich Psychologie, Paris-Lodron-Universit\u00e4t Salzburg, Hellbrunner Stra\u00dfe 34, 5020, Salzburg, \u00d6sterreich","institution_ids":["https://openalex.org/I182212641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5089232791"],"corresponding_institution_ids":["https://openalex.org/I182212641"],"apc_list":{"value":3390,"currency":"USD","value_usd":3390},"apc_paid":{"value":3390,"currency":"USD","value_usd":3390},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.92148734,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10316","display_name":"Sleep and related disorders","score":0.7827000021934509,"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"}},"topics":[{"id":"https://openalex.org/T10316","display_name":"Sleep and related disorders","score":0.7827000021934509,"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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.10440000146627426,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10234","display_name":"Obstructive Sleep Apnea Research","score":0.039400000125169754,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/wearable-devices","display_name":"wearable devices","score":0.7549999952316284},{"id":"https://openalex.org/keywords/polysomnography","display_name":"polysomnography","score":0.796999990940094},{"id":"https://openalex.org/keywords/sleep-staging","display_name":"sleep stage classification","score":0.7239999771118164},{"id":"https://openalex.org/keywords/heart-rate","display_name":"heart rate","score":0.8069999814033508},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.75},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.7760000228881836},{"id":"https://openalex.org/keywords/home-sleep-testing","display_name":"home sleep testing","score":0.5270000100135803},{"id":"https://openalex.org/keywords/treatment-adherence","display_name":"medication adherence","score":0.7870000004768372},{"id":"https://openalex.org/keywords/kleine-levin-syndrome","display_name":"Kleine-Levin syndrome","score":0.8949999809265137},{"id":"https://openalex.org/keywords/sleep-disturbance","display_name":"sleep disorders","score":0.46700000762939453},{"id":"https://openalex.org/keywords/health-monitoring","display_name":"health monitoring","score":0.4729999899864197},{"id":"https://openalex.org/keywords/well-being","display_name":"well-being","score":0.46299999952316284}],"concepts":[{"id":"https://openalex.org/C29456083","wikidata":"https://www.wikidata.org/wiki/Q1221899","display_name":"Gynecology","level":1,"score":0.7820000052452087},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.4657999873161316},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.34139999747276306},{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.23029999434947968},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.210999995470047},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.2093999981880188},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.20739999413490295},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.16210000216960907},{"id":"https://openalex.org/C2992906163","wikidata":"https://www.wikidata.org/wiki/Q995600","display_name":"Popular science","level":3,"score":0.13500000536441803},{"id":"https://openalex.org/C3018006300","wikidata":"https://www.wikidata.org/wiki/Q4402708","display_name":"Consumer demand","level":2,"score":0.12280000001192093}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00739-026-01206-y","doi":"https://doi.org/10.1007/s00739-026-01206-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00739-026-01206-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00739-026-01206-y.pdf","source":{"id":"https://openalex.org/S2764418788","display_name":"psychopraxis neuropraxis","issn_l":"2197-9707","issn":["2197-9707","2197-9715"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"psychopraxis. neuropraxis","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s00739-026-01206-y","doi":"https://doi.org/10.1007/s00739-026-01206-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00739-026-01206-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00739-026-01206-y.pdf","source":{"id":"https://openalex.org/S2764418788","display_name":"psychopraxis neuropraxis","issn_l":"2197-9707","issn":["2197-9707","2197-9715"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"psychopraxis. neuropraxis","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.8371999859809875}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7225008546.pdf","grobid_xml":"https://content.openalex.org/works/W7225008546.grobid-xml"},"referenced_works_count":7,"referenced_works":["https://openalex.org/W4321497845","https://openalex.org/W4388524320","https://openalex.org/W4389074585","https://openalex.org/W4390398335","https://openalex.org/W4407959478","https://openalex.org/W4416268363","https://openalex.org/W7104267207"],"related_works":["https://openalex.org/W7162187876","https://openalex.org/W7072370042","https://openalex.org/W7204827497","https://openalex.org/W7223060657","https://openalex.org/W3210517924","https://openalex.org/W1972415561","https://openalex.org/W4391456282","https://openalex.org/W7169755714","https://openalex.org/W4402545841","https://openalex.org/W4414652764"],"abstract_inverted_index":{"Zusammenfassung":[0],"Die":[1],"Polysomnographie":[2],"(PSG)":[3],"ist":[4,20],"der":[5,7,148,162,173],"Goldstandard":[6],"Schlafmedizin":[8],"und":[9,15,56,72,116,135,154,171,180],"f\u00fcr":[10],"die":[11,127,137],"Diagnostik":[12],"schlafbezogener":[13],"Atmungs-":[14],"Bewegungsst\u00f6rungen":[16],"unverzichtbar.":[17],"Ihre":[18],"Aussagekraft":[19],"jedoch":[21],"auf":[22,68],"ein":[23],"bis":[24],"zwei":[25],"Untersuchungsn\u00e4chte":[26],"begrenzt,":[27],"w\u00e4hrend":[28],"viele":[29],"schlafmedizinisch":[30],"relevante":[31],"Ph\u00e4nomene":[32],"fluktuieren,":[33],"episodisch":[34],"auftreten":[35],"oder":[36],"kontextabh\u00e4ngig":[37],"sind.":[38],"Dieser":[39],"Beitrag":[40],"diskutiert,":[41],"inwieweit":[42],"Wearables":[43],"in":[44,147],"Kombination":[45],"mit":[46,80,94],"maschinellem":[47],"Lernen":[48],"diese":[49,138],"zeitliche":[50],"L\u00fccke":[51],"erg\u00e4nzend":[52],"schlie\u00dfen":[53],"k\u00f6nnen":[54],"\u2013":[55,143,159],"wo":[57],"ihre":[58,166],"Grenzen":[59],"liegen.":[60],"Grundlage":[61],"sind":[62,168],"drei":[63],"Arbeiten":[64],"unserer":[65],"Arbeitsgruppe:":[66],"Ein":[67,123],"8898":[69],"PSG-N\u00e4chten":[70],"trainiertes":[71],"an":[73],"einer":[74,103],"populationsnahen":[75],"Stichprobe":[76],"von":[77],"136":[78],"Personen":[79],"einem":[81],"Anteil":[82],"schlechter":[83],"Schl\u00e4fer:innen":[84],"optimiertes":[85],"neuronales":[86],"Netz":[87],"klassifiziert":[88],"vier":[89],"Schlafstadien":[90],"aus":[91],"dem":[92],"Herzschlag":[93],"rund":[95],"84":[96],"%":[97,115],"Genauigkeit":[98],"(\u03ba":[99],"=":[100],"0,76).":[101],"In":[102],"standardisierten":[104],"Heimevaluation":[105],"gegen":[106],"ambulante":[107],"PSG":[108],"erreichten":[109],"sechs":[110],"verbreitete":[111],"Consumer-Tracker":[112],"dagegen":[113],"56\u201373":[114],"untersch\u00e4tzten":[117],"Wachphasen":[118],"bei":[119,152],"gest\u00f6rtem":[120],"Schlaf":[121],"systematisch.":[122],"eigener":[124],"Abschnitt":[125],"erl\u00e4utert":[126],"regulatorische":[128],"Unterscheidung":[129],"zwischen":[130],"als":[131],"Medizinprodukt":[132],"zertifizierten":[133],"Anwendungen":[134],"Lifestyle-Wearables,":[136],"Anforderungen":[139],"nicht":[140],"erf\u00fcllen.":[141],"Anwendungsbeispiele":[142],"objektiv":[144],"dokumentierte":[145],"Therapieadh\u00e4renz":[146],"digitalen":[149],"Insomnietherapie,":[150],"Verlaufsdaten":[151],"Spezialeinsatzkr\u00e4ften":[153],"eine":[155],"100-N\u00e4chte-Aufzeichnung":[156],"beim":[157],"Kleine-Levin-Syndrom":[158],"zeigen":[160],"M\u00f6glichkeiten":[161],"kontinuierlichen":[163],"Messung":[164],"auf;":[165],"Befunde":[167],"teils":[169],"explorativ":[170],"bed\u00fcrfen":[172],"Replikation.":[174],"Eine":[175],"tabellarische":[176],"Gegen\u00fcberstellung":[177],"fasst":[178],"Vor-":[179],"Nachteile":[181],"beider":[182],"Methoden":[183],"zusammen.":[184]},"counts_by_year":[],"updated_date":"2026-11-02T09:45:03.842371","created_date":"2026-11-01T00:00:00"}