{"id":"https://openalex.org/W4396229650","doi":"https://doi.org/10.3233/shti240041","title":"Neural Network-Based Prediction of Perceived Sleep Quality Through Wearable Device Data","display_name":"Neural Network-Based Prediction of Perceived Sleep Quality Through Wearable Device Data","publication_year":2024,"publication_date":"2024-04-26","ids":{"openalex":"https://openalex.org/W4396229650","doi":"https://doi.org/10.3233/shti240041","pmid":"https://pubmed.ncbi.nlm.nih.gov/38682534"},"language":"en","primary_location":{"id":"doi:10.3233/shti240041","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/shti240041","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"http://dx.doi.org/10.3233/shti240041","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080982101","display_name":"Martin Baumgartner","orcid":"https://orcid.org/0000-0002-6731-6873"},"institutions":[{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]},{"id":"https://openalex.org/I132118926","display_name":"Austrian Institute of Technology","ror":"https://ror.org/04knbh022","country_code":"AT","type":"facility","lineage":["https://openalex.org/I132118926"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Martin Baumgartner","raw_affiliation_strings":["AIT Austrian Institute of Technology, Graz & Vienna, Austria","Institute of Neural Engineering, Graz University of Technology, Graz, Austria"],"affiliations":[{"raw_affiliation_string":"AIT Austrian Institute of Technology, Graz & Vienna, Austria","institution_ids":["https://openalex.org/I132118926"]},{"raw_affiliation_string":"Institute of Neural Engineering, Graz University of Technology, Graz, Austria","institution_ids":["https://openalex.org/I4092182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5095931964","display_name":"Manuel Gr\u00f6ssl","orcid":null},"institutions":[{"id":"https://openalex.org/I38523324","display_name":"Fachhochschule Wiener Neustadt","ror":"https://ror.org/03k7r0z51","country_code":"AT","type":"education","lineage":["https://openalex.org/I38523324"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Manuel Gr\u00f6ssl","raw_affiliation_strings":["University of Applied Sciences Wiener Neustadt, Wiener Neustadt, Austria"],"affiliations":[{"raw_affiliation_string":"University of Applied Sciences Wiener Neustadt, Wiener Neustadt, Austria","institution_ids":["https://openalex.org/I38523324"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5095931965","display_name":"Raphaela Haumer","orcid":null},"institutions":[{"id":"https://openalex.org/I38523324","display_name":"Fachhochschule Wiener Neustadt","ror":"https://ror.org/03k7r0z51","country_code":"AT","type":"education","lineage":["https://openalex.org/I38523324"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Raphaela Haumer","raw_affiliation_strings":["University of Applied Sciences Wiener Neustadt, Wiener Neustadt, Austria"],"affiliations":[{"raw_affiliation_string":"University of Applied Sciences Wiener Neustadt, Wiener Neustadt, Austria","institution_ids":["https://openalex.org/I38523324"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5095931966","display_name":"Katharina Poimer","orcid":null},"institutions":[{"id":"https://openalex.org/I38523324","display_name":"Fachhochschule Wiener Neustadt","ror":"https://ror.org/03k7r0z51","country_code":"AT","type":"education","lineage":["https://openalex.org/I38523324"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Katharina Poimer","raw_affiliation_strings":["University of Applied Sciences Wiener Neustadt, Wiener Neustadt, Austria"],"affiliations":[{"raw_affiliation_string":"University of Applied Sciences Wiener Neustadt, Wiener Neustadt, Austria","institution_ids":["https://openalex.org/I38523324"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5095931967","display_name":"Flora Prantl","orcid":null},"institutions":[{"id":"https://openalex.org/I38523324","display_name":"Fachhochschule Wiener Neustadt","ror":"https://ror.org/03k7r0z51","country_code":"AT","type":"education","lineage":["https://openalex.org/I38523324"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Flora Prantl","raw_affiliation_strings":["University of Applied Sciences Wiener Neustadt, Wiener Neustadt, Austria"],"affiliations":[{"raw_affiliation_string":"University of Applied Sciences Wiener Neustadt, Wiener Neustadt, Austria","institution_ids":["https://openalex.org/I38523324"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5095931968","display_name":"Katharina Weick","orcid":null},"institutions":[{"id":"https://openalex.org/I38523324","display_name":"Fachhochschule Wiener Neustadt","ror":"https://ror.org/03k7r0z51","country_code":"AT","type":"education","lineage":["https://openalex.org/I38523324"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Katharina Weick","raw_affiliation_strings":["University of Applied Sciences Wiener Neustadt, Wiener Neustadt, Austria"],"affiliations":[{"raw_affiliation_string":"University of Applied Sciences Wiener Neustadt, Wiener Neustadt, Austria","institution_ids":["https://openalex.org/I38523324"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087558586","display_name":"Markus Falgenhauer","orcid":null},"institutions":[{"id":"https://openalex.org/I132118926","display_name":"Austrian Institute of Technology","ror":"https://ror.org/04knbh022","country_code":"AT","type":"facility","lineage":["https://openalex.org/I132118926"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Markus Falgenhauer","raw_affiliation_strings":["AIT Austrian Institute of Technology, Graz & Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"AIT Austrian Institute of Technology, Graz & Vienna, Austria","institution_ids":["https://openalex.org/I132118926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109492979","display_name":"Stefan Beyer","orcid":null},"institutions":[{"id":"https://openalex.org/I132118926","display_name":"Austrian Institute of Technology","ror":"https://ror.org/04knbh022","country_code":"AT","type":"facility","lineage":["https://openalex.org/I132118926"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Stefan Beyer","raw_affiliation_strings":["AIT Austrian Institute of Technology, Graz & Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"AIT Austrian Institute of Technology, Graz & Vienna, Austria","institution_ids":["https://openalex.org/I132118926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073772926","display_name":"Andreas Ziegl","orcid":"https://orcid.org/0000-0003-1948-567X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Andreas Ziegl","raw_affiliation_strings":["telbiomed Medizintechnik und IT Service GmbH, Graz, Austria"],"affiliations":[{"raw_affiliation_string":"telbiomed Medizintechnik und IT Service GmbH, Graz, Austria","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087081913","display_name":"Aaron Lauschensky","orcid":null},"institutions":[{"id":"https://openalex.org/I132118926","display_name":"Austrian Institute of Technology","ror":"https://ror.org/04knbh022","country_code":"AT","type":"facility","lineage":["https://openalex.org/I132118926"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Aaron Lauschensky","raw_affiliation_strings":["AIT Austrian Institute of Technology, Graz & Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"AIT Austrian Institute of Technology, Graz & Vienna, Austria","institution_ids":["https://openalex.org/I132118926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069821903","display_name":"Fabian Wiesm\u00fcller","orcid":"https://orcid.org/0000-0001-6567-7782"},"institutions":[{"id":"https://openalex.org/I4210104219","display_name":"Austrian Institute for Health Technology Assessment GmbH","ror":"https://ror.org/00v16df20","country_code":"AT","type":"nonprofit","lineage":["https://openalex.org/I4210104219"]},{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]},{"id":"https://openalex.org/I132118926","display_name":"Austrian Institute of Technology","ror":"https://ror.org/04knbh022","country_code":"AT","type":"facility","lineage":["https://openalex.org/I132118926"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Fabian Wiesm\u00fcller","raw_affiliation_strings":["AIT Austrian Institute of Technology, Graz & Vienna, Austria","Institute of Neural Engineering, Graz University of Technology, Graz, Austria","Ludwig Boltzmann Institute for Digital Health and Prevention, Salzburg, Austria"],"affiliations":[{"raw_affiliation_string":"AIT Austrian Institute of Technology, Graz & Vienna, Austria","institution_ids":["https://openalex.org/I132118926"]},{"raw_affiliation_string":"Institute of Neural Engineering, Graz University of Technology, Graz, Austria","institution_ids":["https://openalex.org/I4092182"]},{"raw_affiliation_string":"Ludwig Boltzmann Institute for Digital Health and Prevention, Salzburg, Austria","institution_ids":["https://openalex.org/I4210104219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030072403","display_name":"Karl Kreiner","orcid":"https://orcid.org/0000-0001-6066-9708"},"institutions":[{"id":"https://openalex.org/I132118926","display_name":"Austrian Institute of Technology","ror":"https://ror.org/04knbh022","country_code":"AT","type":"facility","lineage":["https://openalex.org/I132118926"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Karl Kreiner","raw_affiliation_strings":["AIT Austrian Institute of Technology, Graz & Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"AIT Austrian Institute of Technology, Graz & Vienna, Austria","institution_ids":["https://openalex.org/I132118926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066839719","display_name":"Dieter Hayn","orcid":"https://orcid.org/0000-0003-1822-9033"},"institutions":[{"id":"https://openalex.org/I4210104219","display_name":"Austrian Institute for Health Technology Assessment GmbH","ror":"https://ror.org/00v16df20","country_code":"AT","type":"nonprofit","lineage":["https://openalex.org/I4210104219"]},{"id":"https://openalex.org/I132118926","display_name":"Austrian Institute of Technology","ror":"https://ror.org/04knbh022","country_code":"AT","type":"facility","lineage":["https://openalex.org/I132118926"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Dieter Hayn","raw_affiliation_strings":["AIT Austrian Institute of Technology, Graz & Vienna, Austria","Ludwig Boltzmann Institute for Digital Health and Prevention, Salzburg, Austria"],"affiliations":[{"raw_affiliation_string":"AIT Austrian Institute of Technology, Graz & Vienna, Austria","institution_ids":["https://openalex.org/I132118926"]},{"raw_affiliation_string":"Ludwig Boltzmann Institute for Digital Health and Prevention, Salzburg, Austria","institution_ids":["https://openalex.org/I4210104219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007533806","display_name":"G. Schreier","orcid":"https://orcid.org/0000-0003-3724-4255"},"institutions":[{"id":"https://openalex.org/I132118926","display_name":"Austrian Institute of Technology","ror":"https://ror.org/04knbh022","country_code":"AT","type":"facility","lineage":["https://openalex.org/I132118926"]},{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"G\u00fcnter Schreier","raw_affiliation_strings":["AIT Austrian Institute of Technology, Graz & Vienna, Austria","Institute of Neural Engineering, Graz University of Technology, Graz, Austria"],"affiliations":[{"raw_affiliation_string":"AIT Austrian Institute of Technology, Graz & Vienna, Austria","institution_ids":["https://openalex.org/I132118926"]},{"raw_affiliation_string":"Institute of Neural Engineering, Graz University of Technology, Graz, Austria","institution_ids":["https://openalex.org/I4092182"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":14,"corresponding_author_ids":["https://openalex.org/A5080982101"],"corresponding_institution_ids":["https://openalex.org/I132118926","https://openalex.org/I4092182"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17994668,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"313","issue":null,"first_page":"221","last_page":"227"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10316","display_name":"Sleep and related disorders","score":0.9779999852180481,"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":0.9779999852180481,"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":0.9358999729156494,"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/T10985","display_name":"Sleep and Wakefulness Research","score":0.9200000166893005,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.8325930833816528},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6676298975944519},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6128537654876709},{"id":"https://openalex.org/keywords/sleep","display_name":"Sleep (system call)","score":0.5636681318283081},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.5285471677780151},{"id":"https://openalex.org/keywords/sleep-quality","display_name":"Sleep quality","score":0.5234974026679993},{"id":"https://openalex.org/keywords/actigraphy","display_name":"Actigraphy","score":0.5048642754554749},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.49735739827156067},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.49580129981040955},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4773190915584564},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4323842525482178},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4199104309082031},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.19333559274673462},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.09132760763168335},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.08898821473121643},{"id":"https://openalex.org/keywords/insomnia","display_name":"Insomnia","score":0.07153576612472534}],"concepts":[{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.8325930833816528},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6676298975944519},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6128537654876709},{"id":"https://openalex.org/C2775841894","wikidata":"https://www.wikidata.org/wiki/Q4683692","display_name":"Sleep (system call)","level":2,"score":0.5636681318283081},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.5285471677780151},{"id":"https://openalex.org/C2983189541","wikidata":"https://www.wikidata.org/wiki/Q35831","display_name":"Sleep quality","level":3,"score":0.5234974026679993},{"id":"https://openalex.org/C2778996325","wikidata":"https://www.wikidata.org/wiki/Q422201","display_name":"Actigraphy","level":3,"score":0.5048642754554749},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.49735739827156067},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.49580129981040955},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4773190915584564},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4323842525482178},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4199104309082031},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.19333559274673462},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.09132760763168335},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.08898821473121643},{"id":"https://openalex.org/C2781210498","wikidata":"https://www.wikidata.org/wiki/Q1869874","display_name":"Insomnia","level":2,"score":0.07153576612472534},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000089943","descriptor_name":"Sleep Quality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000089943","descriptor_name":"Sleep Quality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000089943","descriptor_name":"Sleep Quality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000089943","descriptor_name":"Sleep Quality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000089943","descriptor_name":"Sleep Quality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006339","descriptor_name":"Heart Rate","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D006339","descriptor_name":"Heart Rate","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D006339","descriptor_name":"Heart Rate","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D006339","descriptor_name":"Heart Rate","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D006339","descriptor_name":"Heart Rate","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057566","descriptor_name":"Self Report","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057566","descriptor_name":"Self Report","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057566","descriptor_name":"Self Report","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057566","descriptor_name":"Self Report","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057566","descriptor_name":"Self Report","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.3233/shti240041","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/shti240041","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:38682534","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38682534","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in health technology and informatics","raw_type":null},{"id":"pmh:doi:10.5167/uzh-267781","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"Text"}],"best_oa_location":{"id":"doi:10.3233/shti240041","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/shti240041","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2076543106","https://openalex.org/W2523437662","https://openalex.org/W89844371","https://openalex.org/W2019891950","https://openalex.org/W2085842814","https://openalex.org/W4286643620","https://openalex.org/W4387048144","https://openalex.org/W2492135063","https://openalex.org/W2362514456","https://openalex.org/W2136232598"],"abstract_inverted_index":{"More":[0],"in-depth":[1],"analysis":[2],"is":[3],"required":[4],"to":[5],"fully":[6],"comprehend":[7],"how":[8],"wearables":[9],"and":[10],"artificial":[11],"intelligence":[12],"might":[13],"assist":[14],"in":[15],"understanding":[16],"sleep":[17],"behavior.":[18]},"counts_by_year":[],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}