{"id":"https://openalex.org/W2012845408","doi":"https://doi.org/10.1109/iembs.2011.6090756","title":"Identification of hypoglycemic states for patients with T1DM using various parameters derived from EEG signals","display_name":"Identification of hypoglycemic states for patients with T1DM using various parameters derived from EEG signals","publication_year":2011,"publication_date":"2011-08-01","ids":{"openalex":"https://openalex.org/W2012845408","doi":"https://doi.org/10.1109/iembs.2011.6090756","mag":"2012845408","pmid":"https://pubmed.ncbi.nlm.nih.gov/22254913"},"language":"en","primary_location":{"id":"doi:10.1109/iembs.2011.6090756","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iembs.2011.6090756","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://opus.lib.uts.edu.au/bitstream/10453/19260/1/2011001911.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Lien B. Nguyen","orcid":null},"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"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Lien B. Nguyen","raw_affiliation_strings":["Centre for Health Technologies, Faculty of Engineering and Information Technology, University of Technology, Sydney, Broadway, NSW 2007, Australia","Centre for Health Technologies, Faculty of Engineering and Information Technology, University of Technology, Sydney, Broadway NSW 2007, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Health Technologies, Faculty of Engineering and Information Technology, University of Technology, Sydney, Broadway, NSW 2007, Australia","institution_ids":["https://openalex.org/I114017466"]},{"raw_affiliation_string":"Centre for Health Technologies, Faculty of Engineering and Information Technology, University of Technology, Sydney, Broadway NSW 2007, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Steve S. H. Ling","orcid":null},"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"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Steve S. H. Ling","raw_affiliation_strings":["Centre for Health Technologies, Faculty of Engineering and Information Technology, University of Technology, Sydney, Broadway, NSW 2007, Australia","Centre for Health Technologies, Faculty of Engineering and Information Technology, University of Technology, Sydney, Broadway NSW 2007, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Health Technologies, Faculty of Engineering and Information Technology, University of Technology, Sydney, Broadway, NSW 2007, Australia","institution_ids":["https://openalex.org/I114017466"]},{"raw_affiliation_string":"Centre for Health Technologies, Faculty of Engineering and Information Technology, University of Technology, Sydney, Broadway NSW 2007, 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"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Timothy W. Jones","raw_affiliation_strings":["Princess Margaret Hospital, Subiaco, Perth, WA 6008, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Princess Margaret Hospital, Subiaco, Perth, WA 6008, Australia","institution_ids":["https://openalex.org/I2800419323"]}]},{"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/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Hung T. Nguyen","raw_affiliation_strings":["Centre for Health Technologies, Faculty of Engineering and Information Technology, University of Technology, Sydney, Broadway, NSW 2007, Australia","Centre for Health Technologies, Faculty of Engineering and Information Technology, University of Technology, Sydney, Broadway NSW 2007, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Health Technologies, Faculty of Engineering and Information Technology, University of Technology, Sydney, Broadway, NSW 2007, Australia","institution_ids":["https://openalex.org/I114017466"]},{"raw_affiliation_string":"Centre for Health Technologies, Faculty of Engineering and Information Technology, University of Technology, Sydney, Broadway NSW 2007, Australia","institution_ids":["https://openalex.org/I114017466"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1361,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.76966583,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"2011","issue":null,"first_page":"2760","last_page":"2763"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10560","display_name":"Diabetes Management and Research","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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/T10560","display_name":"Diabetes Management and Research","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9940000176429749,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9916999936103821,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/hypoglycemia","display_name":"Hypoglycemia","score":0.8943691253662109},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.8677818775177002},{"id":"https://openalex.org/keywords/unconsciousness","display_name":"Unconsciousness","score":0.8398966789245605},{"id":"https://openalex.org/keywords/coma","display_name":"Coma (optics)","score":0.49916839599609375},{"id":"https://openalex.org/keywords/continuous-glucose-monitoring","display_name":"Continuous glucose monitoring","score":0.4160737991333008},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.41360506415367126},{"id":"https://openalex.org/keywords/type-1-diabetes","display_name":"Type 1 diabetes","score":0.3779764771461487},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.34444689750671387},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3425668179988861},{"id":"https://openalex.org/keywords/anesthesia","display_name":"Anesthesia","score":0.3183133602142334},{"id":"https://openalex.org/keywords/endocrinology","display_name":"Endocrinology","score":0.11001145839691162},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.08757492899894714}],"concepts":[{"id":"https://openalex.org/C2780668416","wikidata":"https://www.wikidata.org/wiki/Q202758","display_name":"Hypoglycemia","level":3,"score":0.8943691253662109},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.8677818775177002},{"id":"https://openalex.org/C2776470351","wikidata":"https://www.wikidata.org/wiki/Q12829165","display_name":"Unconsciousness","level":2,"score":0.8398966789245605},{"id":"https://openalex.org/C100136789","wikidata":"https://www.wikidata.org/wiki/Q1772448","display_name":"Coma (optics)","level":2,"score":0.49916839599609375},{"id":"https://openalex.org/C2986379492","wikidata":"https://www.wikidata.org/wiki/Q1638492","display_name":"Continuous glucose monitoring","level":4,"score":0.4160737991333008},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.41360506415367126},{"id":"https://openalex.org/C2781232474","wikidata":"https://www.wikidata.org/wiki/Q124407","display_name":"Type 1 diabetes","level":3,"score":0.3779764771461487},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.34444689750671387},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3425668179988861},{"id":"https://openalex.org/C42219234","wikidata":"https://www.wikidata.org/wiki/Q131130","display_name":"Anesthesia","level":1,"score":0.3183133602142334},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.11001145839691162},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.08757492899894714},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[{"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":"Q000150","qualifier_name":"complications","is_major_topic":false},{"descriptor_ui":"D003922","descriptor_name":"Diabetes Mellitus, Type 1","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":false},{"descriptor_ui":"D003922","descriptor_name":"Diabetes Mellitus, Type 1","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":false},{"descriptor_ui":"D003922","descriptor_name":"Diabetes Mellitus, Type 1","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D003922","descriptor_name":"Diabetes Mellitus, Type 1","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D003922","descriptor_name":"Diabetes Mellitus, Type 1","qualifier_ui":"Q000503","qualifier_name":"physiopathology","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":"Q000150","qualifier_name":"complications","is_major_topic":false},{"descriptor_ui":"D007003","descriptor_name":"Hypoglycemia","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":false},{"descriptor_ui":"D007003","descriptor_name":"Hypoglycemia","qualifier_ui":"Q000150","qualifier_name":"complications","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":"D016571","descriptor_name":"Neural Networks, Computer","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":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1109/iembs.2011.6090756","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iembs.2011.6090756","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},{"id":"pmid:22254913","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/22254913","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/19260","is_oa":true,"landing_page_url":"http://hdl.handle.net/10453/19260","pdf_url":"https://opus.lib.uts.edu.au/bitstream/10453/19260/1/2011001911.pdf","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":"Conference Proceeding"},{"id":"pmh:oai:researchbank.swinburne.edu.au:83589239-cce6-40c7-9219-e04006c4f54b/1","is_oa":false,"landing_page_url":"http://hdl.handle.net/1959.3/440579","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":"33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEEE EMBS), Boston, Massachusetts, United States, 30 August-3 September 2011, pp. 2760-2763","raw_type":""}],"best_oa_location":{"id":"pmh:oai:opus.lib.uts.edu.au:10453/19260","is_oa":true,"landing_page_url":"http://hdl.handle.net/10453/19260","pdf_url":"https://opus.lib.uts.edu.au/bitstream/10453/19260/1/2011001911.pdf","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":"Conference Proceeding"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.8799999952316284}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2012845408.pdf","grobid_xml":"https://content.openalex.org/works/W2012845408.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W1985788803","https://openalex.org/W2008793385","https://openalex.org/W2009216954","https://openalex.org/W2029834733","https://openalex.org/W2043322094","https://openalex.org/W2056076129","https://openalex.org/W2071465986","https://openalex.org/W2075086954","https://openalex.org/W2084374993","https://openalex.org/W2090835941","https://openalex.org/W2107353084","https://openalex.org/W2117470241","https://openalex.org/W2126292806","https://openalex.org/W2128495200","https://openalex.org/W2128518257","https://openalex.org/W2139029456","https://openalex.org/W2769264260","https://openalex.org/W4241342988"],"related_works":["https://openalex.org/W2007870162","https://openalex.org/W2009032302","https://openalex.org/W2052267719","https://openalex.org/W3215728560","https://openalex.org/W1965529850","https://openalex.org/W2060134933","https://openalex.org/W4400720251","https://openalex.org/W4213164884","https://openalex.org/W3014355214","https://openalex.org/W2606817122"],"abstract_inverted_index":{"For":[0],"patients":[1],"with":[2,75,78,106],"Type":[3],"1":[4],"Diabetes":[5],"Mellitus":[6],"(T1DM),":[7],"hypoglycemia":[8,28,79,91,157],"is":[9,30,112],"a":[10,69,97,107],"very":[11],"common":[12],"but":[13],"dangerous":[14],"complication":[15],"which":[16],"can":[17],"lead":[18],"to":[19,38,146,153],"unconsciousness,":[20],"coma":[21],"and":[22,51,123,136],"even":[23],"death.":[24],"The":[25],"variety":[26],"of":[27,36,55,72,99,150,156],"symptoms":[29],"originated":[31],"from":[32,68,132,140],"the":[33,39,46,52,58,117,127,148,154],"inadequate":[34],"supply":[35],"glucose":[37],"brain.":[40],"In":[41,114],"this":[42],"study,":[43],"we":[44,82],"explore":[45],"connection":[47],"between":[48],"hypoglycemic":[49,101],"episodes":[50,102],"electrical":[53],"activity":[54],"neurons":[56],"within":[57],"brain":[59],"or":[60],"electroencephalogram":[61],"(EEG)":[62],"signals.":[63],"By":[64],"analyzing":[65],"EEG":[66,86,104,128],"signals":[67,105,129,139],"clinical":[70],"study":[71],"five":[73],"children":[74],"T1DM,":[76],"associated":[77],"at":[80],"night,":[81],"find":[83],"that":[84],"some":[85],"parameters":[87],"change":[88],"significantly":[89],"under":[90],"condition.":[92],"Based":[93],"on":[94],"these":[95],"parameters,":[96],"method":[98],"detecting":[100],"using":[103],"feed-forward":[108],"multi-layer":[109],"neural":[110],"network":[111],"proposed.":[113],"our":[115],"application,":[116],"classification":[118],"results":[119],"are":[120,130,143],"72%":[121],"sensitivity":[122],"55%":[124],"specificity":[125],"when":[126],"acquired":[131],"2":[133],"electrodes":[134],"C3":[135],"O2.":[137],"Furthermore,":[138],"different":[141],"channels":[142],"also":[144],"analyzed":[145],"observe":[147],"contributions":[149],"each":[151],"channel":[152],"performance":[155],"classification.":[158]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
