{"id":"https://openalex.org/W4293863331","doi":"https://doi.org/10.1109/siu55565.2022.9864898","title":"Classification of Dementia EEG Based on Sub-bands Using Time-Frequency Approaches","display_name":"Classification of Dementia EEG Based on Sub-bands Using Time-Frequency Approaches","publication_year":2022,"publication_date":"2022-05-15","ids":{"openalex":"https://openalex.org/W4293863331","doi":"https://doi.org/10.1109/siu55565.2022.9864898"},"language":"en","primary_location":{"id":"doi:10.1109/siu55565.2022.9864898","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu55565.2022.9864898","pdf_url":null,"source":{"id":"https://openalex.org/S4363607818","display_name":"2022 30th Signal Processing and Communications Applications Conference (SIU)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 30th Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043963300","display_name":"\u00d6zlem Karabiber Cura","orcid":"https://orcid.org/0000-0001-8650-1137"},"institutions":[{"id":"https://openalex.org/I250383648","display_name":"Izmir K\u00e2tip \u00c7elebi University","ror":"https://ror.org/024nx4843","country_code":"TR","type":"education","lineage":["https://openalex.org/I250383648"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Ozlem Karabiber Cura","raw_affiliation_strings":["Izmir Katip Celebi University,Dept. of Biomedical Engineering,Izmir,Turkey","Dept. of Biomedical Engineering, Izmir Katip Celebi University, Izmir, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Izmir Katip Celebi University,Dept. of Biomedical Engineering,Izmir,Turkey","institution_ids":["https://openalex.org/I250383648"]},{"raw_affiliation_string":"Dept. of Biomedical Engineering, Izmir Katip Celebi University, Izmir, Turkey","institution_ids":["https://openalex.org/I250383648"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088221547","display_name":"G\u00fclce Co\u015fku YILMAZ","orcid":"https://orcid.org/0000-0002-7873-0383"},"institutions":[{"id":"https://openalex.org/I250383648","display_name":"Izmir K\u00e2tip \u00c7elebi University","ror":"https://ror.org/024nx4843","country_code":"TR","type":"education","lineage":["https://openalex.org/I250383648"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Gulce Cosku Yilmaz","raw_affiliation_strings":["Izmir Katip Celebi University,Faculty of Medicine,Dept. of Neurology,Izmir,Turkey","Dept. of Neurology, Faculty of Medicine, Izmir Katip Celebi University, Izmir, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Izmir Katip Celebi University,Faculty of Medicine,Dept. of Neurology,Izmir,Turkey","institution_ids":["https://openalex.org/I250383648"]},{"raw_affiliation_string":"Dept. of Neurology, Faculty of Medicine, Izmir Katip Celebi University, Izmir, Turkey","institution_ids":["https://openalex.org/I250383648"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003812265","display_name":"Hatice Sabiha T\u00fcre","orcid":"https://orcid.org/0000-0003-1530-6611"},"institutions":[{"id":"https://openalex.org/I250383648","display_name":"Izmir K\u00e2tip \u00c7elebi University","ror":"https://ror.org/024nx4843","country_code":"TR","type":"education","lineage":["https://openalex.org/I250383648"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Hatice Sabiha Ture","raw_affiliation_strings":["Izmir Katip Celebi University,Faculty of Medicine,Dept. of Neurology,Izmir,Turkey","Dept. of Neurology, Faculty of Medicine, Izmir Katip Celebi University, Izmir, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Izmir Katip Celebi University,Faculty of Medicine,Dept. of Neurology,Izmir,Turkey","institution_ids":["https://openalex.org/I250383648"]},{"raw_affiliation_string":"Dept. of Neurology, Faculty of Medicine, Izmir Katip Celebi University, Izmir, Turkey","institution_ids":["https://openalex.org/I250383648"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012672901","display_name":"Ayd\u0131n Akan","orcid":"https://orcid.org/0000-0001-8894-5794"},"institutions":[{"id":"https://openalex.org/I15059493","display_name":"\u0130zmir University of Economics","ror":"https://ror.org/04hjr4202","country_code":"TR","type":"education","lineage":["https://openalex.org/I15059493"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Aydin Akan","raw_affiliation_strings":["Izmir University of Economics,Dept. of Electrical and Electronics Eng.,Izmir,Turkey","Dept. of Electrical and Electronics Eng., Izmir University of Economics, Izmir, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Izmir University of Economics,Dept. of Electrical and Electronics Eng.,Izmir,Turkey","institution_ids":["https://openalex.org/I15059493"]},{"raw_affiliation_string":"Dept. of Electrical and Electronics Eng., Izmir University of Economics, Izmir, Turkey","institution_ids":["https://openalex.org/I15059493"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5043963300"],"corresponding_institution_ids":["https://openalex.org/I250383648"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09947644,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9060999751091003,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9060999751091003,"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/electroencephalography","display_name":"Electroencephalography","score":0.8113704323768616},{"id":"https://openalex.org/keywords/dementia","display_name":"Dementia","score":0.6777552366256714},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5857899785041809},{"id":"https://openalex.org/keywords/time\u2013frequency-analysis","display_name":"Time\u2013frequency analysis","score":0.5807795524597168},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3794105052947998},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3747935891151428},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3252643346786499},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1425655484199524},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.13717490434646606},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11954805254936218},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.11482107639312744}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.8113704323768616},{"id":"https://openalex.org/C2779483572","wikidata":"https://www.wikidata.org/wiki/Q83030","display_name":"Dementia","level":3,"score":0.6777552366256714},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5857899785041809},{"id":"https://openalex.org/C142433447","wikidata":"https://www.wikidata.org/wiki/Q7806653","display_name":"Time\u2013frequency analysis","level":3,"score":0.5807795524597168},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3794105052947998},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3747935891151428},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3252643346786499},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1425655484199524},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.13717490434646606},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11954805254936218},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.11482107639312744},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.0},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/siu55565.2022.9864898","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu55565.2022.9864898","pdf_url":null,"source":{"id":"https://openalex.org/S4363607818","display_name":"2022 30th Signal Processing and Communications Applications Conference (SIU)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 30th Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8500000238418579,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2409059799","https://openalex.org/W364817481","https://openalex.org/W1972242255","https://openalex.org/W2890927416","https://openalex.org/W2775021631","https://openalex.org/W2128765271","https://openalex.org/W2966412519","https://openalex.org/W2922348724","https://openalex.org/W2028416698","https://openalex.org/W3126949736"],"abstract_inverted_index":{"Alzheimer&#x2019;s":[0],"dementia":[1],"is":[2,33],"a":[3,14],"highly":[4],"prevalent":[5],"disorder":[6],"among":[7],"all":[8,77],"neurological":[9],"disorders.":[10],"In":[11],"this":[12],"study,":[13],"new":[15],"method":[16,73,134],"based":[17],"on":[18],"time-Frequency":[19],"(TF)":[20],"representations":[21,75],"such":[22],"as":[23],"Short":[24],"Time":[25],"Fourier":[26],"Transform":[27,31],"(STFT)":[28],"and":[29,42,61,92,112],"Synchrosqueezing":[30],"(SST)":[32],"proposed":[34,72,133],"to":[35,97,102,120],"classify":[36],"EEG":[37,56,67,78,107],"segments":[38,108],"of":[39,58,76,109,124],"AD":[40,62,113],"patients":[41,63],"control":[43,59,110],"subjects.":[44],"Previous":[45],"studies":[46],"have":[47],"shown":[48],"that":[49,131],"there":[50],"are":[51,80,95,118],"distinctive":[52,104],"differences":[53],"in":[54,64,70],"the":[55,65,71,126,132],"signals":[57],"subjects":[60,111],"low-frequency":[66],"subbands.":[68],"Hence,":[69],"TF":[74,86,100],"subbands":[79],"used":[81,96],"for":[82],"feature":[83,122],"calculation":[84],"separately.":[85],"energy":[87],"distributions":[88],"obtained":[89],"by":[90],"SST":[91],"STFT":[93],"approaches":[94],"calculate":[98],"13":[99],"features":[101],"gather":[103],"information":[105],"between":[106],"patients.":[114],"Various":[115],"classification":[116],"techniques":[117],"utilized":[119],"distinguish":[121],"sets":[123],"two":[125],"groups.":[127],"Simulation":[128],"results":[129],"demonstrate":[130],"achieve":[135],"outstanding":[136],"validation":[137],"accuracy":[138],"rates.":[139]},"counts_by_year":[],"updated_date":"2026-04-30T09:15:22.047038","created_date":"2025-10-10T00:00:00"}
