{"id":"https://openalex.org/W4388951034","doi":"https://doi.org/10.1109/icccnt56998.2023.10308363","title":"EEG based Detection of Schizophrenia using Machine Learning","display_name":"EEG based Detection of Schizophrenia using Machine Learning","publication_year":2023,"publication_date":"2023-07-06","ids":{"openalex":"https://openalex.org/W4388951034","doi":"https://doi.org/10.1109/icccnt56998.2023.10308363"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt56998.2023.10308363","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt56998.2023.10308363","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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/A5068944233","display_name":"Veeramma Yatnalli","orcid":"https://orcid.org/0000-0003-0666-509X"},"institutions":[{"id":"https://openalex.org/I126824641","display_name":"JSS Academy of Higher Education and Research","ror":"https://ror.org/013x70191","country_code":"IN","type":"education","lineage":["https://openalex.org/I126824641"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Veeramma Yatnalli","raw_affiliation_strings":["JSS Academy of Technical Education,Electronics and Communication Engineering,Bengaluru,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JSS Academy of Technical Education,Electronics and Communication Engineering,Bengaluru,India","institution_ids":["https://openalex.org/I126824641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026535873","display_name":"Saroja S. Bhusare","orcid":"https://orcid.org/0000-0002-7880-8574"},"institutions":[{"id":"https://openalex.org/I126824641","display_name":"JSS Academy of Higher Education and Research","ror":"https://ror.org/013x70191","country_code":"IN","type":"education","lineage":["https://openalex.org/I126824641"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Saroja S Bhusare","raw_affiliation_strings":["JSS Academy of Technical Education,Electronics and Communication Engineering,Bengaluru,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JSS Academy of Technical Education,Electronics and Communication Engineering,Bengaluru,India","institution_ids":["https://openalex.org/I126824641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027833556","display_name":"P M Shivakumara Swamy","orcid":null},"institutions":[{"id":"https://openalex.org/I126824641","display_name":"JSS Academy of Higher Education and Research","ror":"https://ror.org/013x70191","country_code":"IN","type":"education","lineage":["https://openalex.org/I126824641"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"P M Shivakumaraswamy","raw_affiliation_strings":["JSS Academy of Technical Education,Electronics and Communication Engineering,Bengaluru,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JSS Academy of Technical Education,Electronics and Communication Engineering,Bengaluru,India","institution_ids":["https://openalex.org/I126824641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088312523","display_name":"Dulal Chandra Sahana","orcid":null},"institutions":[{"id":"https://openalex.org/I126824641","display_name":"JSS Academy of Higher Education and Research","ror":"https://ror.org/013x70191","country_code":"IN","type":"education","lineage":["https://openalex.org/I126824641"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sahana D","raw_affiliation_strings":["JSS Academy of Technical Education,Electronics and Communication Engineering,Bengaluru,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JSS Academy of Technical Education,Electronics and Communication Engineering,Bengaluru,India","institution_ids":["https://openalex.org/I126824641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082099350","display_name":"Azad Sunidhi","orcid":null},"institutions":[{"id":"https://openalex.org/I126824641","display_name":"JSS Academy of Higher Education and Research","ror":"https://ror.org/013x70191","country_code":"IN","type":"education","lineage":["https://openalex.org/I126824641"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sunidhi A B","raw_affiliation_strings":["JSS Academy of Technical Education,Electronics and Communication Engineering,Bengaluru,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JSS Academy of Technical Education,Electronics and Communication Engineering,Bengaluru,India","institution_ids":["https://openalex.org/I126824641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5093327565","display_name":"A S Sushmashree","orcid":null},"institutions":[{"id":"https://openalex.org/I126824641","display_name":"JSS Academy of Higher Education and Research","ror":"https://ror.org/013x70191","country_code":"IN","type":"education","lineage":["https://openalex.org/I126824641"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sushmashree A S","raw_affiliation_strings":["JSS Academy of Technical Education,Electronics and Communication Engineering,Bengaluru,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JSS Academy of Technical Education,Electronics and Communication Engineering,Bengaluru,India","institution_ids":["https://openalex.org/I126824641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3286,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.58672101,"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":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9995999932289124,"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":0.9995999932289124,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9765999913215637,"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/random-forest","display_name":"Random forest","score":0.6533381938934326},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6440268158912659},{"id":"https://openalex.org/keywords/schizophrenia","display_name":"Schizophrenia (object-oriented programming)","score":0.6272549033164978},{"id":"https://openalex.org/keywords/feeling","display_name":"Feeling","score":0.6189313530921936},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5731745362281799},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5653760433197021},{"id":"https://openalex.org/keywords/blame","display_name":"Blame","score":0.4685937464237213},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46210750937461853},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.45669347047805786},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.44451579451560974},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4384233355522156},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.417195200920105},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.31783801317214966},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.11500945687294006}],"concepts":[{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6533381938934326},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6440268158912659},{"id":"https://openalex.org/C2776412080","wikidata":"https://www.wikidata.org/wiki/Q7431605","display_name":"Schizophrenia (object-oriented programming)","level":2,"score":0.6272549033164978},{"id":"https://openalex.org/C122980154","wikidata":"https://www.wikidata.org/wiki/Q205555","display_name":"Feeling","level":2,"score":0.6189313530921936},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5731745362281799},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5653760433197021},{"id":"https://openalex.org/C2781466463","wikidata":"https://www.wikidata.org/wiki/Q621695","display_name":"Blame","level":2,"score":0.4685937464237213},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46210750937461853},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.45669347047805786},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.44451579451560974},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4384233355522156},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.417195200920105},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.31783801317214966},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.11500945687294006}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt56998.2023.10308363","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt56998.2023.10308363","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2009167361","https://openalex.org/W2152853034","https://openalex.org/W2883860074","https://openalex.org/W2907643092","https://openalex.org/W2982703151","https://openalex.org/W3084493059","https://openalex.org/W3094758839","https://openalex.org/W3136073903","https://openalex.org/W3171617125","https://openalex.org/W4221018522","https://openalex.org/W4286005530","https://openalex.org/W4313421553"],"related_works":["https://openalex.org/W4200112873","https://openalex.org/W2955796858","https://openalex.org/W4224941037","https://openalex.org/W2004826645","https://openalex.org/W3135818052","https://openalex.org/W4366990902","https://openalex.org/W4317732970","https://openalex.org/W4388550696","https://openalex.org/W4224922629","https://openalex.org/W4321636153"],"abstract_inverted_index":{"Neurological":[0],"disorders,":[1],"particularly":[2],"among":[3],"teenagers,":[4],"are":[5,24],"a":[6,29,34],"significant":[7],"challenge":[8],"faced":[9],"by":[10,61],"the":[11,45,53,66,82],"world":[12],"today.":[13],"Symptoms":[14],"like,":[15],"feelings":[16],"of":[17,55,85],"worthlessness,":[18],"self-blame,":[19],"suicidal":[20],"thoughts,":[21],"and":[22,38,47,50,70,97,119],"attempts":[23],"prevalent.":[25],"Schizophrenia":[26],"(SZ),":[27],"is":[28],"mental":[30],"illness":[31],"that":[32,112],"impacts":[33],"person's":[35],"thinking,":[36],"behavior,":[37],"emotions.":[39],"It":[40],"could":[41],"be":[42],"distressing":[43],"for":[44],"person":[46],"their":[48],"family":[49],"friends.":[51],"Currently,":[52],"diagnosis":[54],"SZ":[56],"relies":[57],"on":[58],"subjective":[59],"assessments":[60],"experts.":[62],"EEG":[63,107],"signals":[64],"record":[65],"brain\u2019s":[67],"electrical":[68],"activity":[69],"can":[71,115],"help":[72],"to":[73,80],"detect":[74],"neuro-logical":[75],"disorders.":[76],"This":[77],"work":[78],"aims":[79],"evaluate":[81],"overall":[83],"performance":[84],"machine":[86],"learning":[87],"algorithms,":[88],"including":[89],"Decision":[90],"Tree,":[91],"Random":[92],"Forest,":[93],"Support":[94],"Vector":[95],"Machine,":[96],"logistic":[98],"regression,":[99],"in":[100,121],"predicting":[101],"hospitalized":[102],"patients":[103,118],"with":[104,106],"schizophrenia":[105],"biomarkers.":[108],"The":[109],"findings":[110],"suggest":[111],"these":[113],"algorithms":[114],"classify":[116],"such":[117],"aid":[120],"health":[122],"center":[123],"management,":[124],"potentially":[125],"reducing":[126],"related":[127],"expenses.":[128]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}