{"id":"https://openalex.org/W2532783408","doi":"https://doi.org/10.1109/embc.2016.7590869","title":"Changes in the EEG amplitude as a biomarker for early detection of Alzheimer's disease","display_name":"Changes in the EEG amplitude as a biomarker for early detection of Alzheimer's disease","publication_year":2016,"publication_date":"2016-08-01","ids":{"openalex":"https://openalex.org/W2532783408","doi":"https://doi.org/10.1109/embc.2016.7590869","mag":"2532783408","pmid":"https://pubmed.ncbi.nlm.nih.gov/28268491"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2016.7590869","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2016.7590869","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref","pubmed"],"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/A5023007523","display_name":"Ali H. Husseen Al-Nuaimi","orcid":"https://orcid.org/0000-0003-1803-9213"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]},{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ali H. Al-nuaimi","raw_affiliation_strings":["Beijing Laboratory of Advanced Information Networks, Beijing University of Posts and Telecommunications, Beijing, P. R. China","Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Laboratory of Advanced Information Networks, Beijing University of Posts and Telecommunications, Beijing, P. R. China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043779739","display_name":"Emmanuel Jammeh","orcid":"https://orcid.org/0000-0003-3826-3212"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]},{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Emmanuel Jammeh","raw_affiliation_strings":["Beijing Laboratory of Advanced Information Networks, Beijing University of Posts and Telecommunications, Beijing, P. R. China","Shanghai Key Laboratory of Scalable Computing and Systems, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Laboratory of Advanced Information Networks, Beijing University of Posts and Telecommunications, Beijing, P. R. China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"Shanghai Key Laboratory of Scalable Computing and Systems, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101483569","display_name":"Lingfen Sun","orcid":"https://orcid.org/0000-0002-9921-2817"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingfen Sun","raw_affiliation_strings":["Beijing Laboratory of Advanced Information Networks, Beijing University of Posts and Telecommunications, Beijing, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Laboratory of Advanced Information Networks, Beijing University of Posts and Telecommunications, Beijing, P. R. China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081506921","display_name":"Emmanuel Ifeachor","orcid":"https://orcid.org/0000-0001-8362-6292"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Emmanuel Ifeachor","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.4986,"has_fulltext":true,"cited_by_count":26,"citation_normalized_percentile":{"value":0.89154334,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"2016","issue":null,"first_page":"993","last_page":"996"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9994999766349792,"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":0.9994999766349792,"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"}},{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9933000206947327,"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"}},{"id":"https://openalex.org/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9717000126838684,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"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/electroencephalography","display_name":"Electroencephalography","score":0.8862348794937134},{"id":"https://openalex.org/keywords/dementia","display_name":"Dementia","score":0.795307457447052},{"id":"https://openalex.org/keywords/biomarker","display_name":"Biomarker","score":0.7817270755767822},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.5326069593429565},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.43773502111434937},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.4093775749206543},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.39868512749671936},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3726864755153656},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.36929529905319214},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.36446404457092285},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.15812522172927856},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.11586260795593262}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.8862348794937134},{"id":"https://openalex.org/C2779483572","wikidata":"https://www.wikidata.org/wiki/Q83030","display_name":"Dementia","level":3,"score":0.795307457447052},{"id":"https://openalex.org/C2781197716","wikidata":"https://www.wikidata.org/wiki/Q864574","display_name":"Biomarker","level":2,"score":0.7817270755767822},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.5326069593429565},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.43773502111434937},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.4093775749206543},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39868512749671936},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3726864755153656},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.36929529905319214},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.36446404457092285},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.15812522172927856},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.11586260795593262},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D003704","descriptor_name":"Dementia","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D003704","descriptor_name":"Dementia","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D003704","descriptor_name":"Dementia","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D042241","descriptor_name":"Early Diagnosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D042241","descriptor_name":"Early Diagnosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D042241","descriptor_name":"Early Diagnosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1109/embc.2016.7590869","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2016.7590869","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:28268491","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28268491","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:pearl.plymouth.ac.uk:10026.1/13251","is_oa":false,"landing_page_url":"http://hdl.handle.net/10026.1/13251","pdf_url":null,"source":{"id":"https://openalex.org/S4306402507","display_name":"PEARL (University of Plymouth)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I897542642","host_organization_name":"University of Plymouth","host_organization_lineage":["https://openalex.org/I897542642"],"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"},{"id":"pmh:oai:pearl.plymouth.ac.uk:10026.1/13829","is_oa":false,"landing_page_url":"http://hdl.handle.net/10026.1/13829","pdf_url":null,"source":{"id":"https://openalex.org/S4306402507","display_name":"PEARL (University of Plymouth)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I897542642","host_organization_name":"University of Plymouth","host_organization_lineage":["https://openalex.org/I897542642"],"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 Contribution"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.7099999785423279}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W595099189","https://openalex.org/W959075083","https://openalex.org/W1761887898","https://openalex.org/W1966100017","https://openalex.org/W1985228146","https://openalex.org/W2000092927","https://openalex.org/W2005061639","https://openalex.org/W2014702378","https://openalex.org/W2022370056","https://openalex.org/W2077770566","https://openalex.org/W2088261337","https://openalex.org/W2105372391","https://openalex.org/W2113592406","https://openalex.org/W2123054080","https://openalex.org/W2129613547","https://openalex.org/W2148274379","https://openalex.org/W2151393950","https://openalex.org/W2155792799","https://openalex.org/W2294639973","https://openalex.org/W2535103373","https://openalex.org/W2916715725","https://openalex.org/W2955626984","https://openalex.org/W6694036912","https://openalex.org/W6765177761"],"related_works":["https://openalex.org/W2409059799","https://openalex.org/W1972242255","https://openalex.org/W2966412519","https://openalex.org/W2890927416","https://openalex.org/W1993101344","https://openalex.org/W2775021631","https://openalex.org/W2922348724","https://openalex.org/W2028416698","https://openalex.org/W2128765271","https://openalex.org/W4285295191"],"abstract_inverted_index":{"The":[0,58,132,185],"rapid":[1],"increase":[2],"in":[3,79,99,105,114,138,150,180,205],"the":[4,21,25,66,76,91,106,115,120,123,135,161,164,168,181,200],"number":[5],"of":[6,16,20,33,60,88,102,119,134,163,167,175,193],"older":[7],"people":[8],"with":[9],"Alzheimer's":[10],"disease":[11],"(AD)":[12],"and":[13,27,44,50,53,122,190,195,198,209],"other":[14],"forms":[15],"dementia":[17],"represents":[18],"one":[19,166],"major":[22],"challenges":[23],"to":[24,40,45,109,112,142,159],"health":[26],"social":[28],"care":[29],"systems.":[30],"Early":[31],"detection":[32,101],"AD":[34,61,110,149,208],"makes":[35],"it":[36],"possible":[37],"for":[38,85,147],"patients":[39],"access":[41],"appropriate":[42],"services":[43],"benefit":[46],"from":[47],"new":[48,157,186],"treatments":[49],"therapies,":[51],"as":[52,129],"when":[54],"they":[55],"become":[56,69],"available.":[57],"onset":[59],"starts":[62],"many":[63],"years":[64],"before":[65],"clinical":[67],"symptoms":[68],"clear.":[70],"A":[71],"biomarker":[72],"that":[73],"can":[74,94,126],"measure":[75],"brain":[77,107,121],"changes":[78,113,179],"this":[80,139],"period":[81],"would":[82],"be":[83,127],"useful":[84],"early":[86,100,152],"diagnosis":[87],"AD.":[89,103],"Potentially,":[90],"electroencephalogram":[92],"(EEG)":[93],"play":[95],"a":[96,130,156],"valuable":[97],"role":[98],"Damage":[104],"due":[108],"leads":[111],"information":[116],"processing":[117],"activity":[118],"EEG":[124,182],"which":[125],"quantified":[128],"biomarker.":[131],"objective":[133],"study":[136],"reported":[137],"paper":[140],"is":[141],"develop":[143],"robust":[144],"EEG-based":[145],"biomarkers":[146],"detecting":[148],"its":[151],"stages.":[153],"We":[154],"present":[155],"approach":[158,187,204],"quantify":[160],"slowing":[162],"EEG,":[165],"most":[169],"consistent":[170],"features":[171],"at":[172],"different":[173],"stages":[174],"dementia,":[176],"based":[177],"on":[178],"amplitudes":[183],"(\u0394EEGA).":[184],"has":[188],"sensitivity":[189],"specificity":[191],"values":[192],"100%":[194],"88.88%,":[196],"respectively,":[197],"outperformed":[199],"Lempel-Ziv":[201],"Complexity":[202],"(LZC)":[203],"discriminating":[206],"between":[207],"normal":[210],"subjects.":[211]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":4}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
