{"id":"https://openalex.org/W4318256668","doi":"https://doi.org/10.1145/3569192.3569211","title":"CNN classification of variance-based selected topo-maps of EEG","display_name":"CNN classification of variance-based selected topo-maps of EEG","publication_year":2022,"publication_date":"2022-09-18","ids":{"openalex":"https://openalex.org/W4318256668","doi":"https://doi.org/10.1145/3569192.3569211"},"language":"en","primary_location":{"id":"doi:10.1145/3569192.3569211","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3569192.3569211","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3569192.3569211","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Bioinformatics Research and Applications","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3569192.3569211","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052431988","display_name":"Tereza Simralova","orcid":"https://orcid.org/0000-0002-0115-2570"},"institutions":[{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Tereza Simralova","raw_affiliation_strings":["Faculty of Biomedical Engineering, Czech Technical University in Prague, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0002-0115-2570","affiliations":[{"raw_affiliation_string":"Faculty of Biomedical Engineering, Czech Technical University in Prague, Czech Republic","institution_ids":["https://openalex.org/I44504214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072061183","display_name":"Jan \u0160trobl","orcid":"https://orcid.org/0000-0002-2835-4391"},"institutions":[{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Jan Strobl","raw_affiliation_strings":["Faculty of Biomedical Engineering, Czech Technical University in Prague, Czech Republic and \rNational institute of mental health, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0002-2835-4391","affiliations":[{"raw_affiliation_string":"Faculty of Biomedical Engineering, Czech Technical University in Prague, Czech Republic and \rNational institute of mental health, Czech Republic","institution_ids":["https://openalex.org/I44504214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006025238","display_name":"V\u00e1clava Pioreck\u00e1","orcid":"https://orcid.org/0000-0002-7661-0660"},"institutions":[{"id":"https://openalex.org/I4210167247","display_name":"National Institute of Mental Health","ror":"https://ror.org/05xj56w78","country_code":"CZ","type":"facility","lineage":["https://openalex.org/I4210167247"]},{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Vaclava Piorecka","raw_affiliation_strings":["Faculty of Biomedical Engineering, Czech Technical University in Prague, Czech Republic and \rNational Institute of Mental Health, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0002-7661-0660","affiliations":[{"raw_affiliation_string":"Faculty of Biomedical Engineering, Czech Technical University in Prague, Czech Republic and \rNational Institute of Mental Health, Czech Republic","institution_ids":["https://openalex.org/I44504214","https://openalex.org/I4210167247"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070726768","display_name":"Filip \u010cern\u00fd","orcid":"https://orcid.org/0000-0002-3570-3529"},"institutions":[{"id":"https://openalex.org/I4210167247","display_name":"National Institute of Mental Health","ror":"https://ror.org/05xj56w78","country_code":"CZ","type":"facility","lineage":["https://openalex.org/I4210167247"]},{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Filip Cerny","raw_affiliation_strings":["Faculty of Biomedical Engineering, Czech Technical University in Prague, Czech Republic and \rNational Institute of Mental Health, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0002-3570-3529","affiliations":[{"raw_affiliation_string":"Faculty of Biomedical Engineering, Czech Technical University in Prague, Czech Republic and \rNational Institute of Mental Health, Czech Republic","institution_ids":["https://openalex.org/I44504214","https://openalex.org/I4210167247"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076885655","display_name":"Marek Pioreck\u00fd","orcid":"https://orcid.org/0000-0001-8157-6447"},"institutions":[{"id":"https://openalex.org/I4210167247","display_name":"National Institute of Mental Health","ror":"https://ror.org/05xj56w78","country_code":"CZ","type":"facility","lineage":["https://openalex.org/I4210167247"]},{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Marek Piorecky","raw_affiliation_strings":["Faculty of Biomedical Engineering, Czech Technical University in Prague, Czech Republic and \rNational Institute of Mental Health, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0001-8157-6447","affiliations":[{"raw_affiliation_string":"Faculty of Biomedical Engineering, Czech Technical University in Prague, Czech Republic and \rNational Institute of Mental Health, Czech Republic","institution_ids":["https://openalex.org/I44504214","https://openalex.org/I4210167247"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5052431988"],"corresponding_institution_ids":["https://openalex.org/I44504214"],"apc_list":null,"apc_paid":null,"fwci":0.2355,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.52350612,"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":"116","last_page":"122"},"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":0.9975000023841858,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9926000237464905,"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":0.8040972352027893},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6490470170974731},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6340039968490601},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6261614561080933},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5958168506622314},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.47613099217414856},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.43508633971214294},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2829710841178894},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11775705218315125},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.0705314576625824}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.8040972352027893},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6490470170974731},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6340039968490601},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6261614561080933},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5958168506622314},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.47613099217414856},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.43508633971214294},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2829710841178894},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11775705218315125},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0705314576625824},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3569192.3569211","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3569192.3569211","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3569192.3569211","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Bioinformatics Research and Applications","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3569192.3569211","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3569192.3569211","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3569192.3569211","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Bioinformatics Research and Applications","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G105652924","display_name":null,"funder_award_id":"SGS21/140/OHK4/2T/17","funder_id":"https://openalex.org/F4320309972","funder_display_name":"\u010cesk\u00e9 Vysok\u00e9 U\u010den\u00ed Technick\u00e9 v Praze"},{"id":"https://openalex.org/G3039105861","display_name":null,"funder_award_id":"SGS22/200/OHK4/3T/17","funder_id":"https://openalex.org/F4320309972","funder_display_name":"\u010cesk\u00e9 Vysok\u00e9 U\u010den\u00ed Technick\u00e9 v Praze"}],"funders":[{"id":"https://openalex.org/F4320309972","display_name":"\u010cesk\u00e9 Vysok\u00e9 U\u010den\u00ed Technick\u00e9 v Praze","ror":"https://ror.org/03kqpb082"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4318256668.pdf","grobid_xml":"https://content.openalex.org/works/W4318256668.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W2024482587","https://openalex.org/W2054655287","https://openalex.org/W2091082022","https://openalex.org/W2528525647","https://openalex.org/W2904559787","https://openalex.org/W2983537325","https://openalex.org/W2995459561","https://openalex.org/W3081852991","https://openalex.org/W3083905347","https://openalex.org/W3111670203","https://openalex.org/W3119135172","https://openalex.org/W3130743277","https://openalex.org/W3159954544","https://openalex.org/W3173071369","https://openalex.org/W3187338969","https://openalex.org/W4220684872","https://openalex.org/W4285055032"],"related_works":["https://openalex.org/W4214932115","https://openalex.org/W2972035100","https://openalex.org/W2163817528","https://openalex.org/W2549006548","https://openalex.org/W3043252291","https://openalex.org/W2964383635","https://openalex.org/W2807311372","https://openalex.org/W2905846897","https://openalex.org/W1924140465","https://openalex.org/W4221015625"],"abstract_inverted_index":{"Epileptic":[0],"activity":[1,28],"in":[2,8,54],"the":[3,21,46,55,62,70,85,88],"EEG":[4,39],"record":[5],"can":[6],"manifest":[7],"different":[9,24],"ways":[10],"over":[11],"time":[12],"series.":[13],"A":[14],"classifier":[15],"that":[16],"would":[17,29],"alert":[18],"physicians":[19],"to":[20],"possibility":[22],"of":[23,26,57,87],"types":[25],"epileptic":[27],"be":[30],"an":[31],"effective":[32],"tool.":[33],"We":[34],"created":[35],"image":[36,58],"data":[37,69],"from":[38],"records,":[40],"which":[41,49],"we":[42,82],"subsequently":[43,83],"classified":[44],"using":[45],"SqueezeNet":[47],"network,":[48],"has":[50],"a":[51],"promising":[52],"potential":[53],"field":[56],"classification":[59],"based":[60],"on":[61],"results":[63],"so":[64],"far.":[65],"On":[66],"patients":[67],"whose":[68],"network":[71],"did":[72],"not":[73],"come":[74],"into":[75],"contact":[76],"with":[77],"during":[78],"training":[79],"and":[80],"validation,":[81],"assessed":[84],"accuracy":[86,91],"classification.":[89],"The":[90],"for":[92],"each":[93],"condition":[94],"was":[95],"around":[96],"80%.":[97]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}
