{"id":"https://openalex.org/W2074475364","doi":"https://doi.org/10.1109/prni.2014.6858527","title":"In search of biomarkers for schizophrenia using electroencephalography","display_name":"In search of biomarkers for schizophrenia using electroencephalography","publication_year":2014,"publication_date":"2014-06-01","ids":{"openalex":"https://openalex.org/W2074475364","doi":"https://doi.org/10.1109/prni.2014.6858527","mag":"2074475364"},"language":"en","primary_location":{"id":"doi:10.1109/prni.2014.6858527","is_oa":false,"landing_page_url":"https://doi.org/10.1109/prni.2014.6858527","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Workshop on Pattern Recognition in Neuroimaging","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/A5084486767","display_name":"Jorne Laton","orcid":"https://orcid.org/0000-0003-4215-6524"},"institutions":[{"id":"https://openalex.org/I13469542","display_name":"Vrije Universiteit Brussel","ror":"https://ror.org/006e5kg04","country_code":"BE","type":"education","lineage":["https://openalex.org/I13469542"]},{"id":"https://openalex.org/I4210144446","display_name":"Brazilian Institute of Neuroscience and Neurotechnology","ror":"https://ror.org/044ydn458","country_code":"BR","type":"facility","lineage":["https://openalex.org/I4210144446"]}],"countries":["BE","BR"],"is_corresponding":true,"raw_author_name":"Jorne Laton","raw_affiliation_strings":["Center for Neurosciences (C4N), UZ Brussel, Vrije Universiteit Brussel Laarbeeklaan 101, 1090 Brussel, Belgium","Center for Neurosciences (C4N), UZ Brazil, Brazil"],"affiliations":[{"raw_affiliation_string":"Center for Neurosciences (C4N), UZ Brussel, Vrije Universiteit Brussel Laarbeeklaan 101, 1090 Brussel, Belgium","institution_ids":["https://openalex.org/I13469542"]},{"raw_affiliation_string":"Center for Neurosciences (C4N), UZ Brazil, Brazil","institution_ids":["https://openalex.org/I4210144446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025246248","display_name":"Jeroen Van Schependom","orcid":"https://orcid.org/0000-0003-1200-5872"},"institutions":[{"id":"https://openalex.org/I13469542","display_name":"Vrije Universiteit Brussel","ror":"https://ror.org/006e5kg04","country_code":"BE","type":"education","lineage":["https://openalex.org/I13469542"]},{"id":"https://openalex.org/I4210144446","display_name":"Brazilian Institute of Neuroscience and Neurotechnology","ror":"https://ror.org/044ydn458","country_code":"BR","type":"facility","lineage":["https://openalex.org/I4210144446"]}],"countries":["BE","BR"],"is_corresponding":false,"raw_author_name":"Jeroen Van Schependom","raw_affiliation_strings":["Center for Neurosciences (C4N), UZ Brussel, Vrije Universiteit Brussel Laarbeeklaan 101, 1090 Brussel, Belgium","Center for Neurosciences (C4N), UZ Brazil, Brazil"],"affiliations":[{"raw_affiliation_string":"Center for Neurosciences (C4N), UZ Brussel, Vrije Universiteit Brussel Laarbeeklaan 101, 1090 Brussel, Belgium","institution_ids":["https://openalex.org/I13469542"]},{"raw_affiliation_string":"Center for Neurosciences (C4N), UZ Brazil, Brazil","institution_ids":["https://openalex.org/I4210144446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020653062","display_name":"Jeroen Gielen","orcid":"https://orcid.org/0000-0002-5258-7232"},"institutions":[{"id":"https://openalex.org/I13469542","display_name":"Vrije Universiteit Brussel","ror":"https://ror.org/006e5kg04","country_code":"BE","type":"education","lineage":["https://openalex.org/I13469542"]},{"id":"https://openalex.org/I4210144446","display_name":"Brazilian Institute of Neuroscience and Neurotechnology","ror":"https://ror.org/044ydn458","country_code":"BR","type":"facility","lineage":["https://openalex.org/I4210144446"]}],"countries":["BE","BR"],"is_corresponding":false,"raw_author_name":"Jeroen Gielen","raw_affiliation_strings":["Center for Neurosciences (C4N), UZ Brussel, Vrije Universiteit Brussel Laarbeeklaan 101, 1090 Brussel, Belgium","Center for Neurosciences (C4N), UZ Brazil, Brazil"],"affiliations":[{"raw_affiliation_string":"Center for Neurosciences (C4N), UZ Brussel, Vrije Universiteit Brussel Laarbeeklaan 101, 1090 Brussel, Belgium","institution_ids":["https://openalex.org/I13469542"]},{"raw_affiliation_string":"Center for Neurosciences (C4N), UZ Brazil, Brazil","institution_ids":["https://openalex.org/I4210144446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068675741","display_name":"Jeroen Decoster","orcid":"https://orcid.org/0000-0001-8614-7000"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Jeroen Decoster","raw_affiliation_strings":["Katholieke Universiteit Leuven Universitair Psychiatrisch Centrum KU Leuven, Leuven, Flanders, BE","Dept. of Neurosciences, UPC KU Leuven, Kortenberg, Belgium"],"affiliations":[{"raw_affiliation_string":"Katholieke Universiteit Leuven Universitair Psychiatrisch Centrum KU Leuven, Leuven, Flanders, BE","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"Dept. of Neurosciences, UPC KU Leuven, Kortenberg, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048674833","display_name":"Tim Moons","orcid":"https://orcid.org/0000-0002-9655-2314"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Tim Moons","raw_affiliation_strings":["Katholieke Universiteit Leuven Universitair Psychiatrisch Centrum KU Leuven, Leuven, Flanders, BE","Dept. of Neurosciences, UPC KU Leuven, Kortenberg, Belgium"],"affiliations":[{"raw_affiliation_string":"Katholieke Universiteit Leuven Universitair Psychiatrisch Centrum KU Leuven, Leuven, Flanders, BE","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"Dept. of Neurosciences, UPC KU Leuven, Kortenberg, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053985196","display_name":"Jacques De Keyser","orcid":"https://orcid.org/0000-0002-3394-7757"},"institutions":[{"id":"https://openalex.org/I13469542","display_name":"Vrije Universiteit Brussel","ror":"https://ror.org/006e5kg04","country_code":"BE","type":"education","lineage":["https://openalex.org/I13469542"]},{"id":"https://openalex.org/I4210144446","display_name":"Brazilian Institute of Neuroscience and Neurotechnology","ror":"https://ror.org/044ydn458","country_code":"BR","type":"facility","lineage":["https://openalex.org/I4210144446"]}],"countries":["BE","BR"],"is_corresponding":false,"raw_author_name":"Jacques De Keyser","raw_affiliation_strings":["Center for Neurosciences (C4N), UZ Brussel, Vrije Universiteit Brussel Laarbeeklaan 101, 1090 Brussel, Belgium","Center for Neurosciences (C4N), UZ Brazil, Brazil"],"affiliations":[{"raw_affiliation_string":"Center for Neurosciences (C4N), UZ Brussel, Vrije Universiteit Brussel Laarbeeklaan 101, 1090 Brussel, Belgium","institution_ids":["https://openalex.org/I13469542"]},{"raw_affiliation_string":"Center for Neurosciences (C4N), UZ Brazil, Brazil","institution_ids":["https://openalex.org/I4210144446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054306814","display_name":"Marc D. Binder","orcid":"https://orcid.org/0000-0003-4255-5920"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Marc De Hert","raw_affiliation_strings":["Katholieke Universiteit Leuven Universitair Psychiatrisch Centrum KU Leuven, Leuven, Flanders, BE","Dept. of Neurosciences, UPC KU Leuven, Kortenberg, Belgium"],"affiliations":[{"raw_affiliation_string":"Katholieke Universiteit Leuven Universitair Psychiatrisch Centrum KU Leuven, Leuven, Flanders, BE","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"Dept. of Neurosciences, UPC KU Leuven, Kortenberg, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030665830","display_name":"Guy Nagels","orcid":"https://orcid.org/0000-0002-2597-0383"},"institutions":[{"id":"https://openalex.org/I13469542","display_name":"Vrije Universiteit Brussel","ror":"https://ror.org/006e5kg04","country_code":"BE","type":"education","lineage":["https://openalex.org/I13469542"]},{"id":"https://openalex.org/I4210144446","display_name":"Brazilian Institute of Neuroscience and Neurotechnology","ror":"https://ror.org/044ydn458","country_code":"BR","type":"facility","lineage":["https://openalex.org/I4210144446"]}],"countries":["BE","BR"],"is_corresponding":false,"raw_author_name":"Guy Nagels","raw_affiliation_strings":["Center for Neurosciences (C4N), UZ Brussel, Vrije Universiteit Brussel Laarbeeklaan 101, 1090 Brussel, Belgium","Center for Neurosciences (C4N), UZ Brazil, Brazil"],"affiliations":[{"raw_affiliation_string":"Center for Neurosciences (C4N), UZ Brussel, Vrije Universiteit Brussel Laarbeeklaan 101, 1090 Brussel, Belgium","institution_ids":["https://openalex.org/I13469542"]},{"raw_affiliation_string":"Center for Neurosciences (C4N), UZ Brazil, Brazil","institution_ids":["https://openalex.org/I4210144446"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5084486767"],"corresponding_institution_ids":["https://openalex.org/I13469542","https://openalex.org/I4210144446"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.12005477,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"14","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9983999729156494,"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":0.9983999729156494,"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/T10320","display_name":"Neural Networks and Applications","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9922999739646912,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/neurophysiology","display_name":"Neurophysiology","score":0.7519599199295044},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7003947496414185},{"id":"https://openalex.org/keywords/schizophrenia","display_name":"Schizophrenia (object-oriented programming)","score":0.663945198059082},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.571111261844635},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.5539728403091431},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5155117511749268},{"id":"https://openalex.org/keywords/adaboost","display_name":"AdaBoost","score":0.5130540132522583},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.49282029271125793},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4843498468399048},{"id":"https://openalex.org/keywords/clinical-neurophysiology","display_name":"Clinical neurophysiology","score":0.462676465511322},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4161801338195801},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4131876230239868},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.19707781076431274},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.15384206175804138},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.13177737593650818}],"concepts":[{"id":"https://openalex.org/C152478114","wikidata":"https://www.wikidata.org/wiki/Q660910","display_name":"Neurophysiology","level":2,"score":0.7519599199295044},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7003947496414185},{"id":"https://openalex.org/C2776412080","wikidata":"https://www.wikidata.org/wiki/Q7431605","display_name":"Schizophrenia (object-oriented programming)","level":2,"score":0.663945198059082},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.571111261844635},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.5539728403091431},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5155117511749268},{"id":"https://openalex.org/C141404830","wikidata":"https://www.wikidata.org/wiki/Q2823869","display_name":"AdaBoost","level":3,"score":0.5130540132522583},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.49282029271125793},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4843498468399048},{"id":"https://openalex.org/C129692064","wikidata":"https://www.wikidata.org/wiki/Q1771886","display_name":"Clinical neurophysiology","level":3,"score":0.462676465511322},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4161801338195801},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4131876230239868},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.19707781076431274},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.15384206175804138},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.13177737593650818}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/prni.2014.6858527","is_oa":false,"landing_page_url":"https://doi.org/10.1109/prni.2014.6858527","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Workshop on Pattern Recognition in Neuroimaging","raw_type":"proceedings-article"},{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/458918","is_oa":false,"landing_page_url":"https://lirias.kuleuven.be/bitstream/123456789/458918/2/Latton%20De%20Hert%20-%20in%20search%20of%20biomarkers%20for%20schiz%20using%20EEG%20-%20IEEE%20Xplore%202014.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"4th International Workshop on Pattern Recognition in Neuroimaging (PRNI), Tubingen, Germany, 4-6 June 2014","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:vubissmart:VUBISSMART:2000:179390","is_oa":false,"landing_page_url":"https://biblio.vub.ac.be/vubir/in-search-of-biomarkers-for-schizophrenia-using-electroencephalography(7c7e119c-abc7-4bab-9a5a-44e494e38ea4).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306402573","display_name":"VUBIR (Vrije Universiteit Brussel)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I13469542","host_organization_name":"Vrije Universiteit Brussel","host_organization_lineage":["https://openalex.org/I13469542"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1570448133","https://openalex.org/W1799405941","https://openalex.org/W1987394713","https://openalex.org/W2001795509","https://openalex.org/W2091202088","https://openalex.org/W2145073242","https://openalex.org/W2156577834","https://openalex.org/W4300579915","https://openalex.org/W6681651645","https://openalex.org/W6844547073"],"related_works":["https://openalex.org/W4253332123","https://openalex.org/W2051756354","https://openalex.org/W3010245533","https://openalex.org/W4235101736","https://openalex.org/W4245087205","https://openalex.org/W632137039","https://openalex.org/W1933271269","https://openalex.org/W4389954502","https://openalex.org/W2497648182","https://openalex.org/W598525736"],"abstract_inverted_index":{"The":[0,113,142],"diagnostic":[1],"process":[2],"for":[3,101],"schizophrenia":[4,36],"is":[5,57],"mainly":[6,18],"clinical":[7,20],"and":[8,22,33,62,86,89,97,103,117,124,131,149,158,162,200],"has":[9],"to":[10,53,59,147,173],"be":[11],"performed":[12],"by":[13],"an":[14],"experienced":[15],"psychiatrist,":[16],"relying":[17],"on":[19,41],"signs":[21],"symptoms.":[23],"Current":[24],"neurophysiological":[25,42],"measurements":[26,43],"can":[27],"distinguish":[28,60],"groups":[29,34],"of":[30,35,76,133,167,191,197,203],"healthy":[31],"controls":[32,61],"patients.":[37],"Individual":[38],"classification":[39,151],"based":[40],"only":[44],"shows":[45],"moderate":[46],"accuracy.":[47,68],"In":[48],"this":[49,70],"study,":[50],"we":[51,72,154],"wanted":[52],"examine":[54],"whether":[55],"it":[56],"possible":[58],"patients":[63,96],"individually":[64],"with":[65,163],"a":[66,74,188,195,201],"good":[67],"To":[69],"end":[71],"used":[73,146],"combination":[75,166],"features":[77],"from":[78,105,138],"different":[79],"test":[80,150],"paradigms,":[81],"in":[82],"particular":[83],"the":[84,90,106,110,125,139,184],"auditory":[85],"visual":[87],"P300":[88],"mismatch":[91],"negativity.":[92],"We":[93],"selected":[94],"54":[95,98],"controls,":[99],"matched":[100],"age":[102],"gender,":[104],"data":[107],"available":[108],"at":[109,204],"UPC":[111],"Kortenberg.":[112],"EEG-data":[114],"were":[115,122,127,136],"high-":[116],"low-pass":[118],"filtered,":[119],"epoched,":[120],"artefacts":[121],"rejected":[123],"epochs":[126],"averaged.":[128],"Features":[129],"(latencies":[130],"amplitudes":[132],"component":[134],"peaks)":[135],"extracted":[137],"averaged":[140],"signals.":[141],"resulting":[143],"dataset":[144],"was":[145,207],"train":[148],"algorithms.":[152],"Here":[153],"applied":[155],"Na\u00efve":[156],"Bayes":[157],"Decision":[159],"Tree":[160],"(without":[161],"AdaBoost).":[164],"A":[165],"three":[168,185],"evoked":[169],"potentials":[170],"allowed":[171],"us":[172],"accurately":[174],"classify":[175],"individual":[176],"subjects":[177],"as":[178],"either":[179],"control":[180],"or":[181],"patient.":[182],"For":[183],"investigated":[186],"classifiers":[187],"total":[189],"accuracy":[190],"more":[192],"than":[193],"80%,":[194],"sensitivity":[196],"above":[198],"82%":[199],"specificity":[202],"least":[205],"78%":[206],"found.":[208]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-23T09:07:50.710637","created_date":"2025-10-10T00:00:00"}
