{"id":"https://openalex.org/W2061919561","doi":"https://doi.org/10.1109/embc.2012.6347096","title":"Temporal evolution of seizure burden for automated neonatal EEG classification","display_name":"Temporal evolution of seizure burden for automated neonatal EEG classification","publication_year":2012,"publication_date":"2012-08-01","ids":{"openalex":"https://openalex.org/W2061919561","doi":"https://doi.org/10.1109/embc.2012.6347096","mag":"2061919561","pmid":"https://pubmed.ncbi.nlm.nih.gov/23367030"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2012.6347096","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2012.6347096","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5018146969","display_name":"Andriy Temko","orcid":"https://orcid.org/0000-0001-6548-0971"},"institutions":[{"id":"https://openalex.org/I27577105","display_name":"University College Cork","ror":"https://ror.org/03265fv13","country_code":"IE","type":"education","lineage":["https://openalex.org/I27577105"]}],"countries":["IE"],"is_corresponding":true,"raw_author_name":"A. Temko","raw_affiliation_strings":["Department of Electrical and Electronic Engineering and the Neonatal Brain, Research Group, University College Cork, Ireland. andreyt@eleceng.ucc.ie","Department of Electrical and Electronic Engineering and the Neonatal Brain, Research Group, University College Cork, Ireland"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering and the Neonatal Brain, Research Group, University College Cork, Ireland. andreyt@eleceng.ucc.ie","institution_ids":["https://openalex.org/I27577105"]},{"raw_affiliation_string":"Department of Electrical and Electronic Engineering and the Neonatal Brain, Research Group, University College Cork, Ireland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010111370","display_name":"Nathan J. Stevenson","orcid":"https://orcid.org/0000-0002-5146-8450"},"institutions":[{"id":"https://openalex.org/I27577105","display_name":"University College Cork","ror":"https://ror.org/03265fv13","country_code":"IE","type":"education","lineage":["https://openalex.org/I27577105"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"N. Stevenson","raw_affiliation_strings":["Department of Pediatrics and Child Health and the Neonatal Brain Research Group, University College Cork, Ireland"],"affiliations":[{"raw_affiliation_string":"Department of Pediatrics and Child Health and the Neonatal Brain Research Group, University College Cork, Ireland","institution_ids":["https://openalex.org/I27577105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020472295","display_name":"William P. Marnane","orcid":"https://orcid.org/0000-0002-5039-1498"},"institutions":[{"id":"https://openalex.org/I27577105","display_name":"University College Cork","ror":"https://ror.org/03265fv13","country_code":"IE","type":"education","lineage":["https://openalex.org/I27577105"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"W. Marnane","raw_affiliation_strings":["Department of Electrical and Electronic Engineering and the Neonatal Brain Research Group, University College Cork, Ireland","Department of Electrical and Electronic Engineering and the Neonatal Brain, Research Group, University College Cork, Ireland"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering and the Neonatal Brain Research Group, University College Cork, Ireland","institution_ids":["https://openalex.org/I27577105"]},{"raw_affiliation_string":"Department of Electrical and Electronic Engineering and the Neonatal Brain, Research Group, University College Cork, Ireland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084014715","display_name":"Geraldine B. Boylan","orcid":"https://orcid.org/0000-0003-0920-5291"},"institutions":[{"id":"https://openalex.org/I27577105","display_name":"University College Cork","ror":"https://ror.org/03265fv13","country_code":"IE","type":"education","lineage":["https://openalex.org/I27577105"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"G. Boylan","raw_affiliation_strings":["Department of Pediatrics and Child Health and the Neonatal Brain Research Group, University College Cork, Ireland"],"affiliations":[{"raw_affiliation_string":"Department of Pediatrics and Child Health and the Neonatal Brain Research Group, University College Cork, Ireland","institution_ids":["https://openalex.org/I27577105"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049636753","display_name":"Gordon Lightbody","orcid":"https://orcid.org/0000-0002-8155-0826"},"institutions":[{"id":"https://openalex.org/I27577105","display_name":"University College Cork","ror":"https://ror.org/03265fv13","country_code":"IE","type":"education","lineage":["https://openalex.org/I27577105"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"G. Lightbody","raw_affiliation_strings":["Department of Electrical and Electronic Engineering and the Neonatal Brain Research Group, University College Cork, Ireland","Department of Electrical and Electronic Engineering and the Neonatal Brain, Research Group, University College Cork, Ireland"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering and the Neonatal Brain Research Group, University College Cork, Ireland","institution_ids":["https://openalex.org/I27577105"]},{"raw_affiliation_string":"Department of Electrical and Electronic Engineering and the Neonatal Brain, Research Group, University College Cork, Ireland","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5018146969"],"corresponding_institution_ids":["https://openalex.org/I27577105"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.12349538,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"12","issue":null,"first_page":"4915","last_page":"4918"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11184","display_name":"Neonatal and fetal brain pathology","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11184","display_name":"Neonatal and fetal brain pathology","score":0.9998999834060669,"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":0.9976999759674072,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9805999994277954,"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/probabilistic-logic","display_name":"Probabilistic logic","score":0.637730598449707},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.5476162433624268},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5112910270690918},{"id":"https://openalex.org/keywords/skew","display_name":"Skew","score":0.4846001863479614},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.47514867782592773},{"id":"https://openalex.org/keywords/epileptic-seizure","display_name":"Epileptic seizure","score":0.46171000599861145},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45171454548835754},{"id":"https://openalex.org/keywords/neonatal-seizure","display_name":"Neonatal seizure","score":0.4185335040092468},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4122706353664398},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.23849356174468994}],"concepts":[{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.637730598449707},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.5476162433624268},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5112910270690918},{"id":"https://openalex.org/C43711488","wikidata":"https://www.wikidata.org/wiki/Q7534783","display_name":"Skew","level":2,"score":0.4846001863479614},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.47514867782592773},{"id":"https://openalex.org/C2779334592","wikidata":"https://www.wikidata.org/wiki/Q6279182","display_name":"Epileptic seizure","level":3,"score":0.46171000599861145},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45171454548835754},{"id":"https://openalex.org/C2780208886","wikidata":"https://www.wikidata.org/wiki/Q18967838","display_name":"Neonatal seizure","level":3,"score":0.4185335040092468},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4122706353664398},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.23849356174468994},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007231","descriptor_name":"Infant, Newborn","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007231","descriptor_name":"Infant, Newborn","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007231","descriptor_name":"Infant, Newborn","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020925","descriptor_name":"Hypoxia-Ischemia, Brain","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D020925","descriptor_name":"Hypoxia-Ischemia, Brain","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D020925","descriptor_name":"Hypoxia-Ischemia, Brain","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1109/embc.2012.6347096","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2012.6347096","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},{"id":"pmid:23367030","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/23367030","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null},{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:1459547","is_oa":false,"landing_page_url":"http://discovery.ucl.ac.uk/1459547/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"   Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS     pp. 4915-4918.   (2012)      ","raw_type":"Article"},{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:1459549","is_oa":false,"landing_page_url":"http://discovery.ucl.ac.uk/1459549/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"   2012 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC)     pp. 4915-4918.   (2012)      ","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.6899999976158142,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W94194614","https://openalex.org/W1498702089","https://openalex.org/W1971959207","https://openalex.org/W1988841943","https://openalex.org/W1997861043","https://openalex.org/W2027930466","https://openalex.org/W2035987281","https://openalex.org/W2066997495","https://openalex.org/W2084010076","https://openalex.org/W2102150307","https://openalex.org/W2128791381","https://openalex.org/W2140820990","https://openalex.org/W2151182412","https://openalex.org/W6603863532"],"related_works":["https://openalex.org/W4290802965","https://openalex.org/W2166624857","https://openalex.org/W2533359699","https://openalex.org/W2373670298","https://openalex.org/W2382101866","https://openalex.org/W2024437316","https://openalex.org/W2605112229","https://openalex.org/W2357162555","https://openalex.org/W2346638304","https://openalex.org/W121695051"],"abstract_inverted_index":{"The":[0,78,105],"aim":[1],"of":[2,14,18,31,42,49,71,107,123],"this":[3],"paper":[4],"is":[5,98,112],"to":[6,27,47,60,116],"use":[7],"recent":[8],"advances":[9],"in":[10,21],"the":[11,15,29,61,68,72,83,95,120],"clinical":[12,86],"understanding":[13],"temporal":[16,40,62],"evolution":[17],"seizure":[19,44,63,76,124],"burden":[20,125],"neonates":[22],"with":[23],"hypoxic":[24],"ischemic":[25],"encephalopathy":[26],"improve":[28],"performance":[30],"automated":[32],"detection":[33,122],"algorithms.":[34],"Probabilistic":[35],"weights":[36,52],"are":[37,53,80],"designed":[38],"from":[39,114],"locations":[41],"neonatal":[43,75],"events":[45],"relative":[46],"time":[48],"birth.":[50],"These":[51],"obtained":[54],"by":[55,100],"fitting":[56],"a":[57],"skew-normal":[58],"distribution":[59],"density":[64],"and":[65],"introduced":[66],"into":[67],"probabilistic":[69],"framework":[70],"previously":[73],"developed":[74],"detector.":[77],"results":[79],"validated":[81],"on":[82],"largest":[84],"available":[85],"dataset,":[87],"comprising":[88],"816.7":[89],"hours.":[90],"By":[91],"exploiting":[92],"these":[93],"priors,":[94],"ROC":[96],"area":[97],"increased":[99],"23%":[101],"(relative)":[102],"reaching":[103],"96.75%.":[104],"number":[106],"false":[108],"detections":[109],"per":[110],"hour":[111],"decreased":[113],"0.72":[115],"0.36,":[117],"while":[118],"maintaining":[119],"correct":[121],"at":[126],"75%.":[127]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}