{"id":"https://openalex.org/W2920855882","doi":"https://doi.org/10.5220/0007580302460250","title":"Detecting Neonatal Seizures using Sample Covariance Estimation","display_name":"Detecting Neonatal Seizures using Sample Covariance Estimation","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2920855882","doi":"https://doi.org/10.5220/0007580302460250","mag":"2920855882"},"language":"en","primary_location":{"id":"doi:10.5220/0007580302460250","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0007580302460250","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0007580302460250","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080385523","display_name":"Aleksandar Jeremi\u0107","orcid":"https://orcid.org/0000-0002-9350-0121"},"institutions":[{"id":"https://openalex.org/I98251732","display_name":"McMaster University","ror":"https://ror.org/02fa3aq29","country_code":"CA","type":"education","lineage":["https://openalex.org/I98251732"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Aleksandar Jeremic","raw_affiliation_strings":["Department of Electrical and Computer Engineering McMaster University, Hamilton, ON and Canada, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering McMaster University, Hamilton, ON and Canada, --- Select a Country ---","institution_ids":["https://openalex.org/I98251732"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065379720","display_name":"Dejan Nikoli\u0107","orcid":"https://orcid.org/0000-0002-0609-9916"},"institutions":[{"id":"https://openalex.org/I4210142671","display_name":"University Children's Hospital, Belgrade","ror":"https://ror.org/05422jd13","country_code":"RS","type":"healthcare","lineage":["https://openalex.org/I4210142671"]},{"id":"https://openalex.org/I4068193","display_name":"University of Belgrade","ror":"https://ror.org/02qsmb048","country_code":"RS","type":"education","lineage":["https://openalex.org/I4068193"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Dejan Nikolic","raw_affiliation_strings":["Physical Medicine and Rehabilitation, University Childrens Hospital, Faculty of Medicine, University of Belgrade, Belgrade and Serbia, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Physical Medicine and Rehabilitation, University Childrens Hospital, Faculty of Medicine, University of Belgrade, Belgrade and Serbia, --- Select a Country ---","institution_ids":["https://openalex.org/I4210142671","https://openalex.org/I4068193"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5080385523"],"corresponding_institution_ids":["https://openalex.org/I98251732"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01472935,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"246","last_page":"250"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9907000064849854,"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"}},"topics":[{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9907000064849854,"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"}},{"id":"https://openalex.org/T11184","display_name":"Neonatal and fetal brain pathology","score":0.9865999817848206,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child 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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9732000231742859,"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":0.7240004539489746},{"id":"https://openalex.org/keywords/covariance","display_name":"Covariance","score":0.6417232155799866},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6228942275047302},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5678762197494507},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5153374075889587},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.4720422029495239},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4604291617870331},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.24445265531539917},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.22035834193229675},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19076231122016907},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.0649760365486145}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7240004539489746},{"id":"https://openalex.org/C178650346","wikidata":"https://www.wikidata.org/wiki/Q201984","display_name":"Covariance","level":2,"score":0.6417232155799866},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6228942275047302},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5678762197494507},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5153374075889587},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.4720422029495239},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4604291617870331},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.24445265531539917},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.22035834193229675},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19076231122016907},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0649760365486145},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0007580302460250","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0007580302460250","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0007580302460250","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0007580302460250","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.6600000262260437,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2922348724","https://openalex.org/W200322357","https://openalex.org/W2130428257","https://openalex.org/W4308951944","https://openalex.org/W2057366091","https://openalex.org/W2049513647","https://openalex.org/W2988848585","https://openalex.org/W4233722919","https://openalex.org/W4323929055","https://openalex.org/W4312960290"],"abstract_inverted_index":{"One":[0],"of":[1,5,15,55,84],"the":[2,13,48,53],"most":[3,33],"frequent":[4,16],"neurological":[6,25],"dysfunctions":[7],"in":[8,47,99,120],"prematurely":[9],"born":[10],"infants":[11],"is":[12,32,72],"presence":[14],"seizures.":[17],"As":[18],"they":[19,27],"may":[20],"be":[21,63],"related":[22],"to":[23,44,52,66,74],"serious":[24],"problems":[26],"require":[28],"immediate":[29],"detection":[30],"which":[31],"commonly":[34],"done":[35],"using":[36,105],"electroencephalography":[37],"(EEG)":[38],"systems":[39],"that":[40,71,101,117,127],"enable":[41,80],"trained":[42],"physicians":[43],"detect":[45,75],"them":[46],"real":[49],"time.":[50,86],"Due":[51],"length":[54],"neonatal":[56],"period":[57],"(first":[58],"28":[59],"days)":[60],"it":[61,78],"would":[62,79],"extremely":[64],"beneficial":[65],"have":[67,114],"an":[68],"automated":[69],"system":[70],"able":[73],"seizures":[76],"as":[77],"more":[81],"efficient":[82],"use":[83],"expert":[85],"In":[87],"this":[88],"paper":[89],"we":[90],"propose":[91],"a":[92],"new":[93],"multichannel":[94],"technique":[95],"for":[96],"detecting":[97],"seizure":[98],"neonates":[100],"calculates":[102],"distance":[103],"measure":[104],"second":[106],"order":[107,132],"statistical":[108],"properties":[109],"and":[110],"Frechet":[111,118],"mean.":[112],"We":[113],"demonstrated":[115],"previously":[116],"mean":[119],"certain":[121],"cases":[122],"can":[123],"outperform":[124],"clustering/detection":[125],"algorithms":[126],"are":[128],"based":[129],"on":[130],"first":[131],"distances.":[133]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}