{"id":"https://openalex.org/W2044894315","doi":"https://doi.org/10.1109/expat.2013.6703070","title":"Real-time epileptic seizure prediction at Centro Hospitalar e Universit&amp;#x00E1;rio de Coimbra","display_name":"Real-time epileptic seizure prediction at Centro Hospitalar e Universit&amp;#x00E1;rio de Coimbra","publication_year":2013,"publication_date":"2013-09-01","ids":{"openalex":"https://openalex.org/W2044894315","doi":"https://doi.org/10.1109/expat.2013.6703070","mag":"2044894315"},"language":"en","primary_location":{"id":"doi:10.1109/expat.2013.6703070","is_oa":false,"landing_page_url":"https://doi.org/10.1109/expat.2013.6703070","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 2nd Experiment@ International Conference (exp.at'13)","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/A5010197657","display_name":"C\u00e9sar Teixeira","orcid":"https://orcid.org/0000-0001-9396-1211"},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Cesar Teixeira","raw_affiliation_strings":["DEI, CISUC-University of Coimbra, Coimbra, Portugal","DEI, Univ. of Coimbra, Coimbra, Portugal"],"affiliations":[{"raw_affiliation_string":"DEI, CISUC-University of Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]},{"raw_affiliation_string":"DEI, Univ. of Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070095045","display_name":"Bruno Direito","orcid":"https://orcid.org/0000-0002-3259-8815"},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Bruno Direito","raw_affiliation_strings":["DEI, CISUC-University of Coimbra, Coimbra, Portugal","DEI, Univ. of Coimbra, Coimbra, Portugal"],"affiliations":[{"raw_affiliation_string":"DEI, CISUC-University of Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]},{"raw_affiliation_string":"DEI, Univ. of Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029782609","display_name":"Mojtaba Bandarabadi","orcid":"https://orcid.org/0000-0002-4608-1374"},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Mojtaba Bandarabadi","raw_affiliation_strings":["DEI, CISUC-University of Coimbra, Coimbra, Portugal","DEI, Univ. of Coimbra, Coimbra, Portugal"],"affiliations":[{"raw_affiliation_string":"DEI, CISUC-University of Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]},{"raw_affiliation_string":"DEI, Univ. of Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078489449","display_name":"Hans Grebe","orcid":null},"institutions":[{"id":"https://openalex.org/I2802025818","display_name":"Hospitais da Universidade de Coimbra","ror":"https://ror.org/04032fz76","country_code":"PT","type":"healthcare","lineage":["https://openalex.org/I2802025818"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Hans Peter Grebe","raw_affiliation_strings":["UMES, Centro Hospitalar e Universit\u00e1rio de Coimbra, Coimbra, Portugal","Centro Hospitalar, Univ. de Coimbra, Coimbra, Portugal"],"affiliations":[{"raw_affiliation_string":"UMES, Centro Hospitalar e Universit\u00e1rio de Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I2802025818"]},{"raw_affiliation_string":"Centro Hospitalar, Univ. de Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I2802025818"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021262506","display_name":"Francisca S\u00e1","orcid":"https://orcid.org/0000-0003-2725-6180"},"institutions":[{"id":"https://openalex.org/I2802025818","display_name":"Hospitais da Universidade de Coimbra","ror":"https://ror.org/04032fz76","country_code":"PT","type":"healthcare","lineage":["https://openalex.org/I2802025818"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Francisca Sa","raw_affiliation_strings":["UMES, Centro Hospitalar e Universit\u00e1rio de Coimbra, Coimbra, Portugal","Centro Hospitalar, Univ. de Coimbra, Coimbra, Portugal"],"affiliations":[{"raw_affiliation_string":"UMES, Centro Hospitalar e Universit\u00e1rio de Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I2802025818"]},{"raw_affiliation_string":"Centro Hospitalar, Univ. de Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I2802025818"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083958408","display_name":"Francisco Sales","orcid":null},"institutions":[{"id":"https://openalex.org/I2802025818","display_name":"Hospitais da Universidade de Coimbra","ror":"https://ror.org/04032fz76","country_code":"PT","type":"healthcare","lineage":["https://openalex.org/I2802025818"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Francisco Sales","raw_affiliation_strings":["UMES, Centro Hospitalar e Universit\u00e1rio de Coimbra, Coimbra, Portugal","Centro Hospitalar, Univ. de Coimbra, Coimbra, Portugal"],"affiliations":[{"raw_affiliation_string":"UMES, Centro Hospitalar e Universit\u00e1rio de Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I2802025818"]},{"raw_affiliation_string":"Centro Hospitalar, Univ. de Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I2802025818"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059952617","display_name":"Ant\u00f3nio Dourado","orcid":"https://orcid.org/0000-0002-5445-6893"},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Antonio Dourado","raw_affiliation_strings":["DEI, CISUC-University of Coimbra, Coimbra, Portugal","DEI, Univ. of Coimbra, Coimbra, Portugal"],"affiliations":[{"raw_affiliation_string":"DEI, CISUC-University of Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]},{"raw_affiliation_string":"DEI, Univ. of Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5010197657"],"corresponding_institution_ids":["https://openalex.org/I76903346"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10470052,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"196","last_page":"198"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998000264167786,"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":0.9998000264167786,"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/T10094","display_name":"Epilepsy research and treatment","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"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/T11434","display_name":"Electrochemical Analysis and Applications","score":0.9866999983787537,"subfield":{"id":"https://openalex.org/subfields/1603","display_name":"Electrochemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7509938478469849},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.679168701171875},{"id":"https://openalex.org/keywords/epileptic-seizure","display_name":"Epileptic seizure","score":0.6665732860565186},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6373178362846375},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5541481375694275},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.4748000204563141},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.43072837591171265},{"id":"https://openalex.org/keywords/univariate","display_name":"Univariate","score":0.4266108274459839},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.4167894721031189},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.372506320476532},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.3405706584453583},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.15237581729888916},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.10391521453857422}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7509938478469849},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.679168701171875},{"id":"https://openalex.org/C2779334592","wikidata":"https://www.wikidata.org/wiki/Q6279182","display_name":"Epileptic seizure","level":3,"score":0.6665732860565186},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6373178362846375},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5541481375694275},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.4748000204563141},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.43072837591171265},{"id":"https://openalex.org/C199163554","wikidata":"https://www.wikidata.org/wiki/Q1681619","display_name":"Univariate","level":3,"score":0.4266108274459839},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.4167894721031189},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.372506320476532},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.3405706584453583},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.15237581729888916},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.10391521453857422},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/expat.2013.6703070","is_oa":false,"landing_page_url":"https://doi.org/10.1109/expat.2013.6703070","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 2nd Experiment@ International Conference (exp.at'13)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.5699999928474426,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W1974809694","https://openalex.org/W2059331738","https://openalex.org/W2104144805","https://openalex.org/W2155481956","https://openalex.org/W2156480002"],"related_works":["https://openalex.org/W2076543106","https://openalex.org/W2523437662","https://openalex.org/W89844371","https://openalex.org/W2019891950","https://openalex.org/W2085842814","https://openalex.org/W4286643620","https://openalex.org/W4387048144","https://openalex.org/W2492135063","https://openalex.org/W2362514456","https://openalex.org/W2136232598"],"abstract_inverted_index":{"This":[0],"demo":[1,115],"will":[2,116],"present":[3],"a":[4,105,130],"system":[5,29,53,122],"developed":[6,31],"for":[7,61],"realtime":[8,103],"epileptic":[9],"seizure":[10,63],"prediction,":[11],"and":[12,47,77,90,125],"the":[13,21,35,55,68,121],"results":[14],"of":[15,34,57,70,112],"its":[16],"application":[17],"to":[18,100],"patients":[19],"from":[20],"Centro":[22],"Hospitalar":[23],"e":[24],"Universit\u00e1rio":[25],"de":[26],"Coimbra.":[27],"The":[28,52,65,114],"was":[30,48,98],"on":[32,41,104],"behalf":[33],"European":[36],"EPILEPSIAE":[37],"project,":[38],"is":[39,123],"based":[40],"classification":[42],"by":[43],"machine":[44],"learning":[45],"methods,":[46],"named":[49],"as":[50],"Brainatic.":[51],"enables":[54],"consideration":[56],"previously":[58],"trained":[59],"classifiers":[60],"real-time":[62,119],"prediction.":[64],"software":[66],"facilitates":[67],"computation":[69],"22":[71],"univariate":[72],"measures":[73],"(features)":[74],"per":[75],"electrode,":[76],"classi":[78],"cation":[79],"using":[80],"support":[81],"vector":[82],"machines":[83],"(SVM),":[84],"mutilayer":[85],"perceptrons":[86],"neural":[87,94],"networks":[88,95],"(MLP)":[89],"radial":[91],"basis":[92],"functions":[93],"(RBF).":[96],"Brainatic":[97],"able":[99],"operate":[101],"in":[102,118,129],"dual":[106],"Intel":[107],"Atom":[108],"netbook":[109],"with":[110],"2GB":[111],"RAM.":[113],"show":[117],"how":[120,126],"setup":[124],"it":[127],"works":[128],"real-live":[131],"situation.":[132]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
