{"id":"https://openalex.org/W4391248689","doi":"https://doi.org/10.1109/tetci.2024.3353610","title":"Exploring Rhythms and Channels-Based EEG Biomarkers for Early Detection of Alzheimer's Disease","display_name":"Exploring Rhythms and Channels-Based EEG Biomarkers for Early Detection of Alzheimer's Disease","publication_year":2024,"publication_date":"2024-01-26","ids":{"openalex":"https://openalex.org/W4391248689","doi":"https://doi.org/10.1109/tetci.2024.3353610"},"language":"en","primary_location":{"id":"doi:10.1109/tetci.2024.3353610","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2024.3353610","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"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 Transactions on Emerging Topics in Computational Intelligence","raw_type":"journal-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/A5057305454","display_name":"Siuly Siuly","orcid":"https://orcid.org/0000-0003-2491-0546"},"institutions":[{"id":"https://openalex.org/I185523456","display_name":"University of Southern Queensland","ror":"https://ror.org/04sjbnx57","country_code":"AU","type":"education","lineage":["https://openalex.org/I185523456"]},{"id":"https://openalex.org/I71270174","display_name":"Victoria University","ror":"https://ror.org/04j757h98","country_code":"AU","type":"education","lineage":["https://openalex.org/I71270174"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Siuly Siuly","raw_affiliation_strings":["Institute for Sustainable Industries & Liveable Cities, Victoria University, Melbourne, VIC, Australia","Centre for Health Research, University of Southern Queensland, Toowoomba, QLD, Australia"],"raw_orcid":"https://orcid.org/0000-0003-2491-0546","affiliations":[{"raw_affiliation_string":"Institute for Sustainable Industries & Liveable Cities, Victoria University, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I71270174"]},{"raw_affiliation_string":"Centre for Health Research, University of Southern Queensland, Toowoomba, QLD, Australia","institution_ids":["https://openalex.org/I185523456"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085136998","display_name":"\u00d6mer Faruk Al\u00e7in","orcid":"https://orcid.org/0000-0002-2917-3736"},"institutions":[{"id":"https://openalex.org/I6573832","display_name":"Turgut \u00d6zal University","ror":"https://ror.org/03r7b1f79","country_code":"TR","type":"education","lineage":["https://openalex.org/I6573832"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"\u00d6mer Faruk Al\u00e7in","raw_affiliation_strings":["Department of Electrical-Electronics Engineering, Faculty of Engineering and Natural Sciences, Malatya Turgut Ozal University, Malatya, Türkiye"],"raw_orcid":"https://orcid.org/0000-0002-2917-3736","affiliations":[{"raw_affiliation_string":"Department of Electrical-Electronics Engineering, Faculty of Engineering and Natural Sciences, Malatya Turgut Ozal University, Malatya, Türkiye","institution_ids":["https://openalex.org/I6573832"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100403969","display_name":"Hua Wang","orcid":"https://orcid.org/0000-0002-8465-0996"},"institutions":[{"id":"https://openalex.org/I71270174","display_name":"Victoria University","ror":"https://ror.org/04j757h98","country_code":"AU","type":"education","lineage":["https://openalex.org/I71270174"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Hua Wang","raw_affiliation_strings":["Institute for Sustainable Industries & Liveable Cities, Victoria University, Melbourne, VIC, Australia"],"raw_orcid":"https://orcid.org/0000-0002-8465-0996","affiliations":[{"raw_affiliation_string":"Institute for Sustainable Industries & Liveable Cities, Victoria University, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I71270174"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100443879","display_name":"Yan Li","orcid":"https://orcid.org/0000-0002-4694-4926"},"institutions":[{"id":"https://openalex.org/I185523456","display_name":"University of Southern Queensland","ror":"https://ror.org/04sjbnx57","country_code":"AU","type":"education","lineage":["https://openalex.org/I185523456"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yan Li","raw_affiliation_strings":["School of Mathematics, Physics and Computing, University of Southern Queensland, Toowoomba, QLD, Australia"],"raw_orcid":"https://orcid.org/0000-0002-4694-4926","affiliations":[{"raw_affiliation_string":"School of Mathematics, Physics and Computing, University of Southern Queensland, Toowoomba, QLD, Australia","institution_ids":["https://openalex.org/I185523456"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100725992","display_name":"Peng Wen","orcid":"https://orcid.org/0000-0003-0939-9145"},"institutions":[{"id":"https://openalex.org/I185523456","display_name":"University of Southern Queensland","ror":"https://ror.org/04sjbnx57","country_code":"AU","type":"education","lineage":["https://openalex.org/I185523456"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Peng Wen","raw_affiliation_strings":["School of Engineering, University of Southern Queensland, Toowoomba, QLD, Australia"],"raw_orcid":"https://orcid.org/0000-0003-0939-9145","affiliations":[{"raw_affiliation_string":"School of Engineering, University of Southern Queensland, Toowoomba, QLD, Australia","institution_ids":["https://openalex.org/I185523456"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":10.2886,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.98886782,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"8","issue":"2","first_page":"1609","last_page":"1623"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.975600004196167,"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":0.975600004196167,"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/rhythm","display_name":"Rhythm","score":0.748498797416687},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6527409553527832},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.5000224113464355},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.4965546727180481},{"id":"https://openalex.org/keywords/alzheimers-disease","display_name":"Alzheimer's disease","score":0.4456419050693512},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.41888678073883057},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3652483820915222},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.33131834864616394},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.2452179193496704}],"concepts":[{"id":"https://openalex.org/C135343436","wikidata":"https://www.wikidata.org/wiki/Q170406","display_name":"Rhythm","level":2,"score":0.748498797416687},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6527409553527832},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.5000224113464355},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4965546727180481},{"id":"https://openalex.org/C502032728","wikidata":"https://www.wikidata.org/wiki/Q11081","display_name":"Alzheimer's disease","level":3,"score":0.4456419050693512},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.41888678073883057},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3652483820915222},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.33131834864616394},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.2452179193496704}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tetci.2024.3353610","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2024.3353610","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"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 Transactions on Emerging Topics in Computational Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:eprints.vu.edu.au:48317","is_oa":false,"landing_page_url":"https://vuir.vu.edu.au/48317/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400215","display_name":"Victoria University Research Repository (Victoria University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I41156924","host_organization_name":"Victoria University of Wellington","host_organization_lineage":["https://openalex.org/I41156924"],"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":"PeerReviewed"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1974069764","https://openalex.org/W1982088840","https://openalex.org/W1997792515","https://openalex.org/W2062233565","https://openalex.org/W2064675550","https://openalex.org/W2120129518","https://openalex.org/W2125734472","https://openalex.org/W2155575770","https://openalex.org/W2156220037","https://openalex.org/W2163092406","https://openalex.org/W2562313306","https://openalex.org/W2734548032","https://openalex.org/W2743318307","https://openalex.org/W2900038149","https://openalex.org/W2922045303","https://openalex.org/W2946783148","https://openalex.org/W2951690265","https://openalex.org/W2965485674","https://openalex.org/W2989684674","https://openalex.org/W2990783439","https://openalex.org/W3016117424","https://openalex.org/W3030404085","https://openalex.org/W3040652478","https://openalex.org/W3046632025","https://openalex.org/W3084085040","https://openalex.org/W3090594113","https://openalex.org/W3116615529","https://openalex.org/W3177132078","https://openalex.org/W3184152021","https://openalex.org/W3189791507","https://openalex.org/W3192073454","https://openalex.org/W4210500263","https://openalex.org/W4280556554","https://openalex.org/W4285137529","https://openalex.org/W4294975273","https://openalex.org/W4385847649","https://openalex.org/W6631841644"],"related_works":["https://openalex.org/W2072492413","https://openalex.org/W2997159972","https://openalex.org/W4296378967","https://openalex.org/W2064134577","https://openalex.org/W2373995729","https://openalex.org/W3203096336","https://openalex.org/W2393707162","https://openalex.org/W2027715794","https://openalex.org/W2515674968","https://openalex.org/W2754093245"],"abstract_inverted_index":{"There":[0],"is":[1,40],"no":[2],"treatment":[3],"that":[4,49,73,131],"permanently":[5],"cures":[6],"Alzheimer's":[7],"disease":[8],"(AD);":[9],"however,":[10],"early":[11,23],"detection":[12,24],"can":[13],"alleviate":[14],"the":[15,19,26,34,82,105,113,133,139,147,155,161,176,180],"severe":[16],"effects":[17],"of":[18,25,29,37,79,115],"disease.":[20],"To":[21,93],"support":[22],"different":[27],"stages":[28],"AD":[30,125,153,199],"(e.g.,":[31],"mild,":[32],"moderate),":[33],"key":[35],"aim":[36],"this":[38,88,95,97],"study":[39,98],"to":[41,103,174,196],"develop":[42],"a":[43,51,100,123,193],"computer":[44],"aided":[45],"diagnostic":[46],"(CAD)":[47],"framework":[48,102,119,187],"include":[50],"long":[52],"short-term":[53],"memory":[54],"(LSTM)":[55],"network":[56],"using":[57],"massive":[58],"multi-channel":[59],"electroencephalogram":[60],"(EEG)":[61],"data.":[62],"Although":[63],"EEG":[64,67,107,126,170],"rhythms":[65,108,137],"and":[66,109,135,154,179],"channels":[68,110],"jointly":[69],"possess":[70],"important":[71],"biomarkers":[72],"may":[74],"be":[75,189],"used":[76,173],"for":[77,112,151,191],"diagnosis":[78,114],"AD,":[80],"but":[81],"traditional":[83],"methods":[84],"did":[85],"not":[86],"explore":[87],"issue":[89],"in":[90,138],"any":[91],"research.":[92],"address":[94],"problem,":[96],"introduces":[99],"new":[101],"identify":[104],"optimal":[106],"required":[111],"AD.":[116],"The":[117,128,185],"proposed":[118,156,177,186],"was":[120,172],"tested":[121],"on":[122],"real-time":[124],"dataset.":[127],"results":[129,181],"reveal":[130],"together,":[132],"gamma":[134],"beta":[136],"channels,":[140],"Cz,":[141],"F4,":[142],"P4,":[143],"T6,":[144],"Pz":[145],"were":[146,182],"most":[148],"reliable":[149],"biomarker":[150],"identifying":[152],"LSTM":[157],"based":[158],"model":[159],"yielded":[160],"best":[162],"performance.":[163],"Additionally,":[164],"another":[165],"mild":[166],"cognitive":[167],"impairment":[168],"(MCI)":[169],"dataset":[171],"test":[175],"approach,":[178],"excellent":[183],"(accuracy>99%).":[184],"will":[188],"useful":[190],"creating":[192],"CAD":[194],"system":[195],"perform":[197],"automatic":[198],"diagnosis.":[200]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":12}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}