{"id":"https://openalex.org/W4401808865","doi":"https://doi.org/10.1109/atsip62566.2024.10638923","title":"Neurological Disorder Diagnosis through Deep Residual Network-based EEG Signal Analysis","display_name":"Neurological Disorder Diagnosis through Deep Residual Network-based EEG Signal Analysis","publication_year":2024,"publication_date":"2024-07-11","ids":{"openalex":"https://openalex.org/W4401808865","doi":"https://doi.org/10.1109/atsip62566.2024.10638923"},"language":"en","primary_location":{"id":"doi:10.1109/atsip62566.2024.10638923","is_oa":false,"landing_page_url":"https://doi.org/10.1109/atsip62566.2024.10638923","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 7th International Conference on Advanced Technologies, Signal and Image Processing (ATSIP)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://orbi.umons.ac.be/bitstream/20.500.12907/53301/1/Neurological%20Disorder%20Diagnosis%20through%20Deep%20Residual%20Network-based%20EEG%20signal%20Analysis.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093489151","display_name":"Afifa Jridi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131288","display_name":"National Engineering School of Tunis","ror":"https://ror.org/03b1zjt31","country_code":"TN","type":"education","lineage":["https://openalex.org/I4210131288","https://openalex.org/I63596082"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Afifa Jridi","raw_affiliation_strings":["ENIS: National School of Engineering Rte de Soukra,ATMS- Laboratory,Sfax,Tunisia,CP 3038"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ENIS: National School of Engineering Rte de Soukra,ATMS- Laboratory,Sfax,Tunisia,CP 3038","institution_ids":["https://openalex.org/I4210131288"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022553548","display_name":"Ridha Djemal","orcid":"https://orcid.org/0000-0003-0094-7600"},"institutions":[{"id":"https://openalex.org/I4210131288","display_name":"National Engineering School of Tunis","ror":"https://ror.org/03b1zjt31","country_code":"TN","type":"education","lineage":["https://openalex.org/I4210131288","https://openalex.org/I63596082"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Ridha Djemal","raw_affiliation_strings":["ENIS: National School of Engineering Rte de Soukra,Electrical Engineering Department,Sfax,Tunisia,CP 3038"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ENIS: National School of Engineering Rte de Soukra,Electrical Engineering Department,Sfax,Tunisia,CP 3038","institution_ids":["https://openalex.org/I4210131288"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000493273","display_name":"Kais Belwafi","orcid":"https://orcid.org/0000-0003-1455-439X"},"institutions":[{"id":"https://openalex.org/I29891158","display_name":"University of Sharjah","ror":"https://ror.org/00engpz63","country_code":"AE","type":"education","lineage":["https://openalex.org/I29891158"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Kais Belwafi","raw_affiliation_strings":["University of Sarjah,College of Computing and Informatics,Computer Engineering Department,UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sarjah,College of Computing and Informatics,Computer Engineering Department,UAE","institution_ids":["https://openalex.org/I29891158"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.3807,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.89772139,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"144","last_page":"149"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.95169997215271,"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":0.95169997215271,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7731536626815796},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.7383600473403931},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.560013473033905},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.5069172978401184},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4464584290981293},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3480582535266876},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.25835907459259033},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.18375250697135925},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.11619547009468079}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7731536626815796},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.7383600473403931},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.560013473033905},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5069172978401184},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4464584290981293},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3480582535266876},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.25835907459259033},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.18375250697135925},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.11619547009468079},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/atsip62566.2024.10638923","is_oa":false,"landing_page_url":"https://doi.org/10.1109/atsip62566.2024.10638923","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 7th International Conference on Advanced Technologies, Signal and Image Processing (ATSIP)","raw_type":"proceedings-article"},{"id":"pmh:oai:orbi.umons.ac.be:20.500.12907/53301","is_oa":true,"landing_page_url":"https://orbi.umons.ac.be/handle/20.500.12907/53301","pdf_url":"https://orbi.umons.ac.be/bitstream/20.500.12907/53301/1/Neurological%20Disorder%20Diagnosis%20through%20Deep%20Residual%20Network-based%20EEG%20signal%20Analysis.pdf","source":{"id":"https://openalex.org/S7407055454","display_name":"ORBi UMONS","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":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2024 IEEE 7th International Conference on Advanced Technologies, Signal and Image Processing (ATSIP), Sousse, Tunisia [TN], 11-13 July 2024","raw_type":"http://purl.org/coar/resource_type/c_5794"}],"best_oa_location":{"id":"pmh:oai:orbi.umons.ac.be:20.500.12907/53301","is_oa":true,"landing_page_url":"https://orbi.umons.ac.be/handle/20.500.12907/53301","pdf_url":"https://orbi.umons.ac.be/bitstream/20.500.12907/53301/1/Neurological%20Disorder%20Diagnosis%20through%20Deep%20Residual%20Network-based%20EEG%20signal%20Analysis.pdf","source":{"id":"https://openalex.org/S7407055454","display_name":"ORBi UMONS","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":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2024 IEEE 7th International Conference on Advanced Technologies, Signal and Image Processing (ATSIP), Sousse, Tunisia [TN], 11-13 July 2024","raw_type":"http://purl.org/coar/resource_type/c_5794"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401808865.pdf","grobid_xml":"https://content.openalex.org/works/W4401808865.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W2027927824","https://openalex.org/W2028034385","https://openalex.org/W2053744708","https://openalex.org/W2067082332","https://openalex.org/W2067755824","https://openalex.org/W2141619730","https://openalex.org/W2194775991","https://openalex.org/W2422365436","https://openalex.org/W2461134574","https://openalex.org/W2562547616","https://openalex.org/W2883597459","https://openalex.org/W2953681063","https://openalex.org/W2964236304","https://openalex.org/W3006385477","https://openalex.org/W3102402553","https://openalex.org/W3110660269","https://openalex.org/W3111451368","https://openalex.org/W3184179657","https://openalex.org/W4294555862","https://openalex.org/W4353021587","https://openalex.org/W4386687930","https://openalex.org/W4389892692","https://openalex.org/W6720905350"],"related_works":["https://openalex.org/W2922348724","https://openalex.org/W200322357","https://openalex.org/W2130428257","https://openalex.org/W2560215812","https://openalex.org/W4308951944","https://openalex.org/W2949601986","https://openalex.org/W2057366091","https://openalex.org/W2049513647","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"Quantifying":[0],"anomalies":[1],"in":[2,59,138,170,180],"brain":[3,8],"signals":[4,112],"can":[5],"reveal":[6],"various":[7],"conditions":[9],"and":[10,22,45,53,117,131,150,173],"pathologies.":[11],"Most":[12],"recent":[13],"studies":[14],"on":[15,28,32,74],"neurological":[16],"disorders":[17],"diagnosis":[18,172],"such":[19,63],"as":[20],"epilepsy":[21],"autism":[23],"spectrum":[24],"disorder":[25],"(ASD)":[26],"based":[27,73],"electroencephalogram":[29],"(EEG)":[30],"rely":[31],"custom":[33],"feature":[34,40,70],"extraction":[35,41,71,109],"techniques.":[36],"Traditional":[37],"methods":[38],"of":[39,62,81,97,166,176],"approaches":[42],"are":[43,136,145],"time-consuming":[44],"provide":[46],"limited":[47],"accuracy.":[48],"So,":[49],"to":[50,89],"balance":[51],"accuracy":[52,165,175],"efficiency,":[54],"more":[55],"ability":[56],"is":[57],"required":[58],"the":[60,114,127,155],"choice":[61],"significant":[64],"features.":[65],"This":[66,93],"study":[67],"introduces":[68],"a":[69,75,103,120,160,181],"model":[72],"deep":[76],"residual":[77],"network":[78],"(ResNet)":[79],"capable":[80],"automatically":[82],"extracting":[83],"representative":[84],"features":[85],"from":[86,110,126],"EEG":[87,111,123],"signal":[88,100],"address":[90],"this":[91,139,153],"issue.":[92],"proposed":[94,156],"method":[95],"consists":[96],"three":[98],"steps:":[99],"preprocessing":[101],"using":[102,113,119,147],"static":[104],"filtering":[105],"method,":[106],"hidden":[107],"pattern":[108],"ResNet":[115,142],"model,":[116],"classification":[118,161],"SoftMax":[121],"layer.":[122],"data":[124],"sets":[125],"UBonn":[128],"University":[129,134],"database":[130],"King":[132],"Abdulaziz":[133],"(KAU)":[135],"used":[137],"study.":[140],"The":[141],"model\u2019s":[143],"results":[144],"evaluated":[146],"accuracy,":[148],"sensitivity,":[149],"specificity.":[151],"In":[152],"study,":[154],"diagnostic":[157],"system":[158],"achieves":[159],"for":[162,168,178],"3":[163],"classes":[164],"100%":[167],"Epilepsy":[169],"offline":[171],"an":[174],"95.5%":[177],"Autism":[179],"three-class":[182],"classification.":[183]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
