{"id":"https://openalex.org/W2966719401","doi":"https://doi.org/10.1109/jbhi.2019.2931782","title":"Electroencephalogram Spectral Moments for the Detection of Nocturnal Hypoglycemia","display_name":"Electroencephalogram Spectral Moments for the Detection of Nocturnal Hypoglycemia","publication_year":2019,"publication_date":"2019-07-29","ids":{"openalex":"https://openalex.org/W2966719401","doi":"https://doi.org/10.1109/jbhi.2019.2931782","mag":"2966719401","pmid":"https://pubmed.ncbi.nlm.nih.gov/31369389"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2019.2931782","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2019.2931782","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://api.research-repository.uwa.edu.au/ws/files/105880331/Ngo_Q_C_et_al_2021_Effect_of_Hypo_on_Spectral_Moments_in_EEG_JBHI_01016_2020_FINAL_VERSION.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011540203","display_name":"Quoc Cuong Ngo","orcid":"https://orcid.org/0000-0002-8071-5342"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Cuong Q. Ngo","raw_affiliation_strings":["Faculty of Science, Engineering and Technology, Swinburne University of Technology, Hawthorn, Australia"],"raw_orcid":"https://orcid.org/0000-0002-8071-5342","affiliations":[{"raw_affiliation_string":"Faculty of Science, Engineering and Technology, Swinburne University of Technology, Hawthorn, Australia","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018877662","display_name":"Rifai Chai","orcid":"https://orcid.org/0000-0002-1922-7024"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Rifai Chai","raw_affiliation_strings":["Faculty of Science, Engineering and Technology, Swinburne University of Technology, Hawthorn, Australia"],"raw_orcid":"https://orcid.org/0000-0002-1922-7024","affiliations":[{"raw_affiliation_string":"Faculty of Science, Engineering and Technology, Swinburne University of Technology, Hawthorn, Australia","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068483265","display_name":"Tuan V. Nguyen","orcid":"https://orcid.org/0000-0002-3246-6281"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]},{"id":"https://openalex.org/I136750679","display_name":"Garvan Institute of Medical Research","ror":"https://ror.org/01b3dvp57","country_code":"AU","type":"nonprofit","lineage":["https://openalex.org/I136750679","https://openalex.org/I4210087284"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Tuan V. Nguyen","raw_affiliation_strings":["Garvan Institute of Medical Research, Darlinghurst, Australia","School of Biomedical Engineering, University of Technology Sydney, Ultimo, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Garvan Institute of Medical Research, Darlinghurst, Australia","institution_ids":["https://openalex.org/I136750679"]},{"raw_affiliation_string":"School of Biomedical Engineering, University of Technology Sydney, Ultimo, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001709101","display_name":"Timothy W. Jones","orcid":"https://orcid.org/0000-0002-7989-1998"},"institutions":[{"id":"https://openalex.org/I2800419323","display_name":"Princess Margaret Hospital for Children","ror":"https://ror.org/04ec98z42","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I2799506148","https://openalex.org/I2800419323","https://openalex.org/I2800882159"]},{"id":"https://openalex.org/I4387155440","display_name":"Perth Children's Hospital","ror":"https://ror.org/015zx6n37","country_code":null,"type":"healthcare","lineage":["https://openalex.org/I4387155440"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Timothy W. Jones","raw_affiliation_strings":["Perth Children's Hospital, Perth, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Perth Children's Hospital, Perth, Australia","institution_ids":["https://openalex.org/I2800419323","https://openalex.org/I4387155440"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100716476","display_name":"Hung T. Nguyen","orcid":"https://orcid.org/0000-0003-3373-8178"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Hung T. Nguyen","raw_affiliation_strings":["Faculty of Science, Engineering and Technology, Swinburne University of Technology, Hawthorn, Australia"],"raw_orcid":"https://orcid.org/0000-0003-3373-8178","affiliations":[{"raw_affiliation_string":"Faculty of Science, Engineering and Technology, Swinburne University of Technology, Hawthorn, Australia","institution_ids":["https://openalex.org/I57093077"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.8077,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.86924237,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"24","issue":"5","first_page":"1237","last_page":"1245"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.987500011920929,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9850000143051147,"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/hypoglycemia","display_name":"Hypoglycemia","score":0.552775502204895},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.5473544597625732},{"id":"https://openalex.org/keywords/nocturnal","display_name":"Nocturnal","score":0.48229125142097473},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4503164291381836},{"id":"https://openalex.org/keywords/spectral-analysis","display_name":"Spectral analysis","score":0.41073575615882874},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.37902435660362244},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.346081018447876},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.22764670848846436},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.19311586022377014},{"id":"https://openalex.org/keywords/insulin","display_name":"Insulin","score":0.12173092365264893},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.09095701575279236}],"concepts":[{"id":"https://openalex.org/C2780668416","wikidata":"https://www.wikidata.org/wiki/Q202758","display_name":"Hypoglycemia","level":3,"score":0.552775502204895},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.5473544597625732},{"id":"https://openalex.org/C2777334680","wikidata":"https://www.wikidata.org/wiki/Q1607611","display_name":"Nocturnal","level":2,"score":0.48229125142097473},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4503164291381836},{"id":"https://openalex.org/C2983668108","wikidata":"https://www.wikidata.org/wiki/Q280453","display_name":"Spectral analysis","level":3,"score":0.41073575615882874},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.37902435660362244},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.346081018447876},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.22764670848846436},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.19311586022377014},{"id":"https://openalex.org/C2779306644","wikidata":"https://www.wikidata.org/wiki/Q2002370","display_name":"Insulin","level":2,"score":0.12173092365264893},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.09095701575279236},{"id":"https://openalex.org/C32891209","wikidata":"https://www.wikidata.org/wiki/Q483666","display_name":"Spectroscopy","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003922","descriptor_name":"Diabetes Mellitus, Type 1","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003922","descriptor_name":"Diabetes Mellitus, Type 1","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003922","descriptor_name":"Diabetes Mellitus, Type 1","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","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":"D007003","descriptor_name":"Hypoglycemia","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D007003","descriptor_name":"Hypoglycemia","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D007003","descriptor_name":"Hypoglycemia","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D007003","descriptor_name":"Hypoglycemia","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D007003","descriptor_name":"Hypoglycemia","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D007003","descriptor_name":"Hypoglycemia","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012890","descriptor_name":"Sleep","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D012890","descriptor_name":"Sleep","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D012890","descriptor_name":"Sleep","qualifier_ui":"Q000502","qualifier_name":"physiology","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":"D058256","descriptor_name":"Brain Waves","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D058256","descriptor_name":"Brain Waves","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D058256","descriptor_name":"Brain Waves","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false}],"locations_count":6,"locations":[{"id":"doi:10.1109/jbhi.2019.2931782","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2019.2931782","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:31369389","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31369389","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":"IEEE journal of biomedical and health informatics","raw_type":null},{"id":"pmh:oai:pure.atira.dk:openaire/e79fad56-f908-4148-b66f-b7d3b2b06f03","is_oa":true,"landing_page_url":"https://admin.research-repository.uwa.edu.au/en/publications/e79fad56-f908-4148-b66f-b7d3b2b06f03","pdf_url":"https://api.research-repository.uwa.edu.au/ws/files/105880331/Ngo_Q_C_et_al_2021_Effect_of_Hypo_on_Spectral_Moments_in_EEG_JBHI_01016_2020_FINAL_VERSION.pdf","source":{"id":"https://openalex.org/S4306402523","display_name":"UWA Profiles and Research Repository (University of Western Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177877127","host_organization_name":"The University of Western Australia","host_organization_lineage":["https://openalex.org/I177877127"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Ngo, C Q, R, C, Nguyen, T, Jones, T & Nguyen, H T 2020, 'Electroencephalogram Spectral Moments for the Detection of Nocturnal Hypoglycemia', IEEE Journal of Biomedical and Health Informatics, vol. 24, no. 5, 8779636, pp. 1237-1245. https://doi.org/10.1109/JBHI.2019.2931782","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.atira.dk:publications/e79fad56-f908-4148-b66f-b7d3b2b06f03","is_oa":true,"landing_page_url":"https://research-repository.uwa.edu.au/en/publications/e79fad56-f908-4148-b66f-b7d3b2b06f03","pdf_url":"https://research-repository.uwa.edu.au/en/publications/e79fad56-f908-4148-b66f-b7d3b2b06f03","source":{"id":"https://openalex.org/S4306402523","display_name":"UWA Profiles and Research Repository (University of Western Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177877127","host_organization_name":"The University of Western Australia","host_organization_lineage":["https://openalex.org/I177877127"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Ngo , C Q , R , C , Nguyen , T , Jones , T &amp; Nguyen , H T 2020 , ' Electroencephalogram Spectral Moments for the Detection of Nocturnal Hypoglycemia ' , IEEE Journal of Biomedical and Health Informatics , vol. 24 , no. 5 , 8779636 , pp. 1237-1245 . https://doi.org/10.1109/JBHI.2019.2931782","raw_type":"article"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/144961","is_oa":false,"landing_page_url":"http://hdl.handle.net/10453/144961","pdf_url":null,"source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:researchbank.swinburne.edu.au:223e873a-987a-48d2-a255-a9954710eb1c/1","is_oa":false,"landing_page_url":"http://hdl.handle.net/1959.3/450921","pdf_url":null,"source":{"id":"https://openalex.org/S4306401157","display_name":"Swinburne Research Bank (Swinburne University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I57093077","host_organization_name":"Swinburne University of Technology","host_organization_lineage":["https://openalex.org/I57093077"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics, Vol. 24, no. 5 (May 2020), pp. 1237-1245","raw_type":""}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:openaire/e79fad56-f908-4148-b66f-b7d3b2b06f03","is_oa":true,"landing_page_url":"https://admin.research-repository.uwa.edu.au/en/publications/e79fad56-f908-4148-b66f-b7d3b2b06f03","pdf_url":"https://api.research-repository.uwa.edu.au/ws/files/105880331/Ngo_Q_C_et_al_2021_Effect_of_Hypo_on_Spectral_Moments_in_EEG_JBHI_01016_2020_FINAL_VERSION.pdf","source":{"id":"https://openalex.org/S4306402523","display_name":"UWA Profiles and Research Repository (University of Western Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177877127","host_organization_name":"The University of Western Australia","host_organization_lineage":["https://openalex.org/I177877127"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Ngo, C Q, R, C, Nguyen, T, Jones, T & Nguyen, H T 2020, 'Electroencephalogram Spectral Moments for the Detection of Nocturnal Hypoglycemia', IEEE Journal of Biomedical and Health Informatics, vol. 24, no. 5, 8779636, pp. 1237-1245. https://doi.org/10.1109/JBHI.2019.2931782","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"score":0.8700000047683716,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[{"id":"https://openalex.org/G2519034662","display_name":null,"funder_award_id":"GNT1102286","funder_id":"https://openalex.org/F4320334705","funder_display_name":"National Health and Medical Research Council"}],"funders":[{"id":"https://openalex.org/F4320334705","display_name":"National Health and Medical Research Council","ror":"https://ror.org/011kf5r70"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2966719401.pdf","grobid_xml":"https://content.openalex.org/works/W2966719401.grobid-xml"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W111349207","https://openalex.org/W967994874","https://openalex.org/W1574937732","https://openalex.org/W1589606770","https://openalex.org/W1972946280","https://openalex.org/W1980643059","https://openalex.org/W1987951792","https://openalex.org/W2006246748","https://openalex.org/W2012845408","https://openalex.org/W2014554878","https://openalex.org/W2023672325","https://openalex.org/W2028952190","https://openalex.org/W2029834733","https://openalex.org/W2056076129","https://openalex.org/W2069115302","https://openalex.org/W2071465986","https://openalex.org/W2077512517","https://openalex.org/W2084374993","https://openalex.org/W2088538739","https://openalex.org/W2107353084","https://openalex.org/W2108286035","https://openalex.org/W2109946033","https://openalex.org/W2121943809","https://openalex.org/W2129006534","https://openalex.org/W2132240828","https://openalex.org/W2134050473","https://openalex.org/W2140384373","https://openalex.org/W2167334234","https://openalex.org/W2169169764","https://openalex.org/W2238421236","https://openalex.org/W2286439238","https://openalex.org/W2404703873","https://openalex.org/W2419333106","https://openalex.org/W2499246480","https://openalex.org/W2536427715","https://openalex.org/W2581926019","https://openalex.org/W2582975824","https://openalex.org/W2626079605","https://openalex.org/W2807723223","https://openalex.org/W2899038772","https://openalex.org/W2911546748","https://openalex.org/W4241385086","https://openalex.org/W4248083206","https://openalex.org/W4254695749","https://openalex.org/W4388311424"],"related_works":["https://openalex.org/W1576176076","https://openalex.org/W1794612831","https://openalex.org/W1972644680","https://openalex.org/W3013971698","https://openalex.org/W172899504","https://openalex.org/W4319721678","https://openalex.org/W1968079525","https://openalex.org/W2105817955","https://openalex.org/W1979279012","https://openalex.org/W1999971267"],"abstract_inverted_index":{"Hypoglycemia":[0],"or":[1],"low":[2],"blood":[3,173],"glucose":[4,174],"is":[5,37,60],"the":[6,19,22,26,31,128,137,148,153,177,180,184],"most":[7],"feared":[8],"complication":[9],"of":[10,13,33,55,101,103,117,139,179,186],"insulin":[11,23],"treatment":[12],"diabetes.":[14],"For":[15],"people":[16],"with":[17,106,171],"diabetes,":[18],"mismatch":[20],"between":[21],"therapy":[24],"and":[25,68,91,120,158,162],"body's":[27],"physiology":[28],"could":[29],"increase":[30],"risk":[32],"hypoglycemia.":[34,188],"Nocturnal":[35],"hypoglycemia":[36,56,80,102,126],"particularly":[38],"dangerous":[39],"for":[40,78,88,95,183],"type-1":[41,107],"diabetes":[42,108],"patients":[43,105],"because":[44,62],"its":[45],"symptoms":[46],"may":[47],"obscure":[48],"during":[49],"sleep.":[50],"The":[51,82,165],"early":[52],"onset":[53],"detection":[54,185],"at":[57,109],"night":[58],"time":[59],"necessary":[61],"it":[63],"can":[64],"result":[65],"in":[66,160],"unconsciousness":[67],"even":[69],"death.":[70],"This":[71],"paper":[72],"presents":[73],"new":[74],"electroencephalogram":[75],"spectral":[76,86,115],"features":[77,138,182],"nocturnal":[79,187],"detection.":[81],"system":[83],"uses":[84],"high-order":[85],"moments":[87,116,130],"feature":[89],"extraction":[90],"Bayesian":[92,150],"neural":[93,151],"network":[94],"classification.":[96],"From":[97],"a":[98],"clinical":[99],"study":[100],"eight":[104],"night,":[110],"we":[111],"find":[112],"that":[113],"these":[114],"theta":[118,129],"band":[119,122,141],"alpha":[121,140],"changed":[123],"significantly.":[124],"During":[125],"episodes,":[127],"increased":[131],"significantly":[132,143],"(P":[133,144,168],"<":[134,145,169],"0.001)":[135,170],"while":[136],"reduced":[142],"0.001).":[146],"Using":[147],"optimal":[149],"network,":[152],"classification":[154],"results":[155],"were":[156],"85%":[157],"52%":[159],"sensitivity":[161],"specificity,":[163],"respectively.":[164],"significant":[166],"correlation":[167],"real":[172],"profiles":[175],"shows":[176],"effectiveness":[178],"proposed":[181]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
