{"id":"https://openalex.org/W3160634031","doi":"https://doi.org/10.1145/3448734.3450473","title":"Application of CNN in EEG Image Classification of AD Patients","display_name":"Application of CNN in EEG Image Classification of AD Patients","publication_year":2021,"publication_date":"2021-01-28","ids":{"openalex":"https://openalex.org/W3160634031","doi":"https://doi.org/10.1145/3448734.3450473","mag":"3160634031"},"language":"en","primary_location":{"id":"doi:10.1145/3448734.3450473","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3448734.3450473","pdf_url":null,"source":{"id":"https://openalex.org/S4306531993","display_name":"The 2nd International Conference on Computing and Data Science","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":"The 2nd International Conference on Computing and Data Science","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/A5082553860","display_name":"Zhiwei Jiang","orcid":"https://orcid.org/0000-0001-5243-4992"},"institutions":[{"id":"https://openalex.org/I31595395","display_name":"Chengdu University of Technology","ror":"https://ror.org/05pejbw21","country_code":"CN","type":"education","lineage":["https://openalex.org/I31595395"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhiwei Jiang","raw_affiliation_strings":["Chengdu University of Technology"],"affiliations":[{"raw_affiliation_string":"Chengdu University of Technology","institution_ids":["https://openalex.org/I31595395"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100371526","display_name":"Peipei Liu","orcid":"https://orcid.org/0000-0003-1218-7362"},"institutions":[{"id":"https://openalex.org/I31595395","display_name":"Chengdu University of Technology","ror":"https://ror.org/05pejbw21","country_code":"CN","type":"education","lineage":["https://openalex.org/I31595395"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peipei Liu","raw_affiliation_strings":["Chengdu University of Technology"],"affiliations":[{"raw_affiliation_string":"Chengdu University of Technology","institution_ids":["https://openalex.org/I31595395"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062376344","display_name":"Yuanman Xia","orcid":null},"institutions":[{"id":"https://openalex.org/I31595395","display_name":"Chengdu University of Technology","ror":"https://ror.org/05pejbw21","country_code":"CN","type":"education","lineage":["https://openalex.org/I31595395"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanman Xia","raw_affiliation_strings":["Chengdu University of Technology"],"affiliations":[{"raw_affiliation_string":"Chengdu University of Technology","institution_ids":["https://openalex.org/I31595395"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100349806","display_name":"Jiaqi Zhang","orcid":"https://orcid.org/0000-0002-4656-1909"},"institutions":[{"id":"https://openalex.org/I31595395","display_name":"Chengdu University of Technology","ror":"https://ror.org/05pejbw21","country_code":"CN","type":"education","lineage":["https://openalex.org/I31595395"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaqi Zhang","raw_affiliation_strings":["Chengdu University of Technology"],"affiliations":[{"raw_affiliation_string":"Chengdu University of Technology","institution_ids":["https://openalex.org/I31595395"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5082553860"],"corresponding_institution_ids":["https://openalex.org/I31595395"],"apc_list":null,"apc_paid":null,"fwci":1.0314,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.74489796,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.890999972820282,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.890999972820282,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.8598999977111816,"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":0.7548641562461853},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6440891027450562},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6081528067588806},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.5766537189483643},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5439327955245972},{"id":"https://openalex.org/keywords/alzheimers-disease","display_name":"Alzheimer's disease","score":0.46949413418769836},{"id":"https://openalex.org/keywords/cognitive-impairment","display_name":"Cognitive impairment","score":0.4689438045024872},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4264027774333954},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34906911849975586},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.26178795099258423},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.21022048592567444},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.18145421147346497},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.15563657879829407}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7548641562461853},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6440891027450562},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6081528067588806},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.5766537189483643},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5439327955245972},{"id":"https://openalex.org/C502032728","wikidata":"https://www.wikidata.org/wiki/Q11081","display_name":"Alzheimer's disease","level":3,"score":0.46949413418769836},{"id":"https://openalex.org/C2984915365","wikidata":"https://www.wikidata.org/wiki/Q5141203","display_name":"Cognitive impairment","level":3,"score":0.4689438045024872},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4264027774333954},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34906911849975586},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.26178795099258423},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.21022048592567444},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.18145421147346497},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.15563657879829407}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3448734.3450473","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3448734.3450473","pdf_url":null,"source":{"id":"https://openalex.org/S4306531993","display_name":"The 2nd International Conference on Computing and Data Science","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":"The 2nd International Conference on Computing and Data Science","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2922348724","https://openalex.org/W200322357","https://openalex.org/W2130428257","https://openalex.org/W4308951944","https://openalex.org/W2057366091","https://openalex.org/W4312960290","https://openalex.org/W2049513647","https://openalex.org/W2090763504","https://openalex.org/W2988848585","https://openalex.org/W4233722919"],"abstract_inverted_index":{"Aiming":[0],"at":[1],"the":[2,5,52,109,119,129],"problem":[3],"that":[4],"early":[6,69],"symptoms":[7],"of":[8,71],"Alzheimer's":[9,22,33,44,61,72,115,142],"disease":[10,34,45,62,143],"are":[11,93],"not":[12],"obvious,":[13],"and":[14,41,63,91,97,126,128,140],"it":[15],"is":[16,35,46,55,78,85,100,111],"difficult":[17],"for":[18,30,59,68],"non-professionals":[19],"to":[20,87,102,106],"judge":[21],"disease,":[23],"this":[24,75],"paper":[25],"designs":[26],"an":[27],"automatic":[28],"method":[29,58,67],"judging":[31],"whether":[32,108],"developed":[36],"based":[37],"on":[38],"brain-computer":[39,82],"interface":[40],"deep":[42],"learning.":[43],"a":[47,56,65,81,112],"common":[48,57],"cognitive":[49],"impairment":[50],"in":[51],"elderly.":[53],"EEG":[54,77,89,104],"diagnosing":[60],"provides":[64],"new":[66],"detection":[70],"disease.":[73,116],"In":[74],"paper,":[76],"sampled":[79],"through":[80,95],"interface,":[83],"Python":[84],"used":[86,101],"process":[88],"signals,":[90],"features":[92],"extracted":[94],"CNN":[96],"then":[98],"SVM":[99],"classify":[103],"images":[105],"determine":[107],"tester":[110],"patient":[113],"with":[114],"Through":[117],"testing,":[118],"program":[120],"has":[121],"been":[122],"optimized":[123],"by":[124],"algorithms":[125],"parameters,":[127],"accuracy":[130],"rate":[131],"can":[132,136],"reach":[133],"76.33%,":[134],"which":[135],"effectively":[137],"prevent,":[138],"detect":[139],"treat":[141],"early.":[144]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
