{"id":"https://openalex.org/W4389332388","doi":"https://doi.org/10.1109/icumt61075.2023.10333270","title":"Attention-Based VGG-Residual-Inception Module for EEG-Based Depression Detection","display_name":"Attention-Based VGG-Residual-Inception Module for EEG-Based Depression Detection","publication_year":2023,"publication_date":"2023-10-30","ids":{"openalex":"https://openalex.org/W4389332388","doi":"https://doi.org/10.1109/icumt61075.2023.10333270"},"language":"en","primary_location":{"id":"doi:10.1109/icumt61075.2023.10333270","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icumt61075.2023.10333270","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 15th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT)","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/A5068903818","display_name":"Gautam Verma","orcid":"https://orcid.org/0000-0001-6679-7882"},"institutions":[{"id":"https://openalex.org/I191972202","display_name":"Amity University","ror":"https://ror.org/02n9z0v62","country_code":"IN","type":"education","lineage":["https://openalex.org/I191972202"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Gautam Verma","raw_affiliation_strings":["Amity University,Computer Science and Engineering,Noida,Uttar Pradesh,India","Computer Science and Engineering, Amity University, Noida, Uttar Pradesh, India"],"affiliations":[{"raw_affiliation_string":"Amity University,Computer Science and Engineering,Noida,Uttar Pradesh,India","institution_ids":["https://openalex.org/I191972202"]},{"raw_affiliation_string":"Computer Science and Engineering, Amity University, Noida, Uttar Pradesh, India","institution_ids":["https://openalex.org/I191972202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089852424","display_name":"Mohan Karnati","orcid":"https://orcid.org/0000-0002-1346-4950"},"institutions":[{"id":"https://openalex.org/I191972202","display_name":"Amity University","ror":"https://ror.org/02n9z0v62","country_code":"IN","type":"education","lineage":["https://openalex.org/I191972202"]},{"id":"https://openalex.org/I4210126505","display_name":"Amity University","ror":"https://ror.org/02exxtn84","country_code":"AE","type":"education","lineage":["https://openalex.org/I191972202","https://openalex.org/I4210126505"]}],"countries":["AE","IN"],"is_corresponding":false,"raw_author_name":"Mohan Karnati","raw_affiliation_strings":["Amity Centre for Artificial Intelligence, Amity University,Noida,Uttar Pradesh,India","Amity Centre for Artificial Intelligence, Amity University, Noida, Uttar Pradesh, India"],"affiliations":[{"raw_affiliation_string":"Amity Centre for Artificial Intelligence, Amity University,Noida,Uttar Pradesh,India","institution_ids":["https://openalex.org/I191972202","https://openalex.org/I4210126505"]},{"raw_affiliation_string":"Amity Centre for Artificial Intelligence, Amity University, Noida, Uttar Pradesh, India","institution_ids":["https://openalex.org/I191972202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038343229","display_name":"Malay Kishore Dutta","orcid":"https://orcid.org/0000-0003-2462-737X"},"institutions":[{"id":"https://openalex.org/I4210126505","display_name":"Amity University","ror":"https://ror.org/02exxtn84","country_code":"AE","type":"education","lineage":["https://openalex.org/I191972202","https://openalex.org/I4210126505"]},{"id":"https://openalex.org/I191972202","display_name":"Amity University","ror":"https://ror.org/02n9z0v62","country_code":"IN","type":"education","lineage":["https://openalex.org/I191972202"]}],"countries":["AE","IN"],"is_corresponding":false,"raw_author_name":"Malay Kishore Dutta","raw_affiliation_strings":["Amity Centre for Artificial Intelligence, Amity University,Noida,Uttar Pradesh,India","Amity Centre for Artificial Intelligence, Amity University, Noida, Uttar Pradesh, India"],"affiliations":[{"raw_affiliation_string":"Amity Centre for Artificial Intelligence, Amity University,Noida,Uttar Pradesh,India","institution_ids":["https://openalex.org/I191972202","https://openalex.org/I4210126505"]},{"raw_affiliation_string":"Amity Centre for Artificial Intelligence, Amity University, Noida, Uttar Pradesh, India","institution_ids":["https://openalex.org/I191972202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030796738","display_name":"Vojt\u011bch My\u0161ka","orcid":"https://orcid.org/0000-0002-9364-2330"},"institutions":[{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Vojtech Myska","raw_affiliation_strings":["Brno University of Technology,Faculty of Electrical Engineering,Department of Telecommunications,Czechia","Department of Telecommunications, Faculty of Electrical Engineering, Brno University of Technology, Czechia"],"affiliations":[{"raw_affiliation_string":"Brno University of Technology,Faculty of Electrical Engineering,Department of Telecommunications,Czechia","institution_ids":["https://openalex.org/I60587646"]},{"raw_affiliation_string":"Department of Telecommunications, Faculty of Electrical Engineering, Brno University of Technology, Czechia","institution_ids":["https://openalex.org/I60587646"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006353589","display_name":"Anzhelika Mezina","orcid":"https://orcid.org/0000-0001-8965-6193"},"institutions":[{"id":"https://openalex.org/I191972202","display_name":"Amity University","ror":"https://ror.org/02n9z0v62","country_code":"IN","type":"education","lineage":["https://openalex.org/I191972202"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anzhelika Mezina","raw_affiliation_strings":["Amity University,Computer Science and Engineering,Noida,Uttar Pradesh,India","Computer Science and Engineering, Amity University, Noida, Uttar Pradesh, India"],"affiliations":[{"raw_affiliation_string":"Amity University,Computer Science and Engineering,Noida,Uttar Pradesh,India","institution_ids":["https://openalex.org/I191972202"]},{"raw_affiliation_string":"Computer Science and Engineering, Amity University, Noida, Uttar Pradesh, India","institution_ids":["https://openalex.org/I191972202"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5068903818"],"corresponding_institution_ids":["https://openalex.org/I191972202"],"apc_list":null,"apc_paid":null,"fwci":0.3621,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.59733932,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"33","last_page":"37"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9957000017166138,"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/T10042","display_name":"Neural and Behavioral Psychology Studies","score":0.9714999794960022,"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":0.7559933662414551},{"id":"https://openalex.org/keywords/depression","display_name":"Depression (economics)","score":0.7411620616912842},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.676071286201477},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.5760689973831177},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.5518138408660889},{"id":"https://openalex.org/keywords/receiver-operating-characteristic","display_name":"Receiver operating characteristic","score":0.5218228697776794},{"id":"https://openalex.org/keywords/comprehension","display_name":"Comprehension","score":0.44315534830093384},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.41946864128112793},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.41535916924476624},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.38753029704093933},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38218602538108826},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2935448884963989},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.29018330574035645},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.2853451371192932},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.10081568360328674},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.08772090077400208}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7559933662414551},{"id":"https://openalex.org/C2776867660","wikidata":"https://www.wikidata.org/wiki/Q1814941","display_name":"Depression (economics)","level":2,"score":0.7411620616912842},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.676071286201477},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.5760689973831177},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.5518138408660889},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.5218228697776794},{"id":"https://openalex.org/C511192102","wikidata":"https://www.wikidata.org/wiki/Q5156948","display_name":"Comprehension","level":2,"score":0.44315534830093384},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.41946864128112793},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.41535916924476624},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.38753029704093933},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38218602538108826},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2935448884963989},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.29018330574035645},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.2853451371192932},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.10081568360328674},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.08772090077400208},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icumt61075.2023.10333270","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icumt61075.2023.10333270","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 15th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.44999998807907104}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1969692299","https://openalex.org/W1996687698","https://openalex.org/W2479263883","https://openalex.org/W2485095717","https://openalex.org/W2625088583","https://openalex.org/W2765435753","https://openalex.org/W2800428573","https://openalex.org/W2889245000","https://openalex.org/W2947343305","https://openalex.org/W2948008503","https://openalex.org/W3004404036","https://openalex.org/W3004599123","https://openalex.org/W3092388691","https://openalex.org/W3094097183","https://openalex.org/W3126085817","https://openalex.org/W3157024423","https://openalex.org/W3170379744","https://openalex.org/W3171592962","https://openalex.org/W3172737781","https://openalex.org/W3206645122","https://openalex.org/W4225917240","https://openalex.org/W4283386328","https://openalex.org/W4298144992","https://openalex.org/W4360612906","https://openalex.org/W4382769645","https://openalex.org/W4382877278","https://openalex.org/W6794432397"],"related_works":["https://openalex.org/W2429057255","https://openalex.org/W2187546663","https://openalex.org/W148745890","https://openalex.org/W4389670110","https://openalex.org/W2611942503","https://openalex.org/W4315621326","https://openalex.org/W2899790217","https://openalex.org/W2598865957","https://openalex.org/W1576092969","https://openalex.org/W2524154428"],"abstract_inverted_index":{"Depression":[0],"is":[1,15,36,108,120],"a":[2,16,40,79,84,123],"prevalent":[3],"factor":[4],"contributing":[5],"to":[6,25,64,110],"the":[7,37,46,54,69,112,126,140],"increasing":[8],"instances":[9],"of":[10,56,76,134,145],"suicide":[11],"globally.":[12],"Consequently,":[13],"there":[14],"pressing":[17],"need":[18],"for":[19,32,71,92],"effective":[20],"diagnosis":[21],"and":[22,44,60,74,98,136,152],"therapeutic":[23],"interventions":[24],"alleviate":[26],"depression":[27,34,100,113,124],"symptoms.":[28],"One":[29],"potential":[30,55],"tool":[31],"assessing":[33],"levels":[35],"electroencephalogram":[38],"(EEG),":[39],"device":[41],"that":[42],"records":[43],"measures":[45],"brain's":[47],"electrical":[48],"activity.":[49],"Previous":[50],"studies":[51],"have":[52,131],"demonstrated":[53],"using":[57,122],"EEG":[58,94],"data":[59,95],"deep":[61],"learning":[62],"models":[63],"diagnose":[65],"mental":[66],"disorders,":[67],"paving":[68],"way":[70],"better":[72],"comprehension":[73],"treatment":[75],"depression.":[77],"As":[78],"result,":[80],"this":[81,116],"study":[82],"offers":[83],"novel":[85],"attention-based":[86],"visual":[87],"geometry":[88],"group-residual-inception":[89],"module":[90],"(A-VGGRI)":[91],"classifying":[93],"from":[96],"healthy":[97],"major":[99],"disorder":[101],"people.":[102],"The":[103],"Patient":[104],"Health":[105],"Questionnaire-9":[106],"score":[107],"utilized":[109],"measure":[111],"level":[114],"in":[115,150],"case.":[117],"A-VGGRI's":[118],"performance":[119],"examined":[121],"dataset;":[125],"findings":[127],"obtained":[128],"by":[129],"A-VGGRI":[130],"an":[132,137],"accuracy":[133],"96.35%":[135],"area":[138],"under":[139],"receiver":[141],"operating":[142],"characteristic":[143],"curve":[144],"0.96,":[146],"demonstrating":[147],"its":[148],"usability":[149],"medical":[151],"industrial":[153],"applications.":[154]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}