{"id":"https://openalex.org/W2954892056","doi":"https://doi.org/10.1109/embc.2019.8857000","title":"Suitability of an inter-burst detection method for grading hypoxic-ischemic encephalopathy in newborn EEG","display_name":"Suitability of an inter-burst detection method for grading hypoxic-ischemic encephalopathy in newborn EEG","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2954892056","doi":"https://doi.org/10.1109/embc.2019.8857000","mag":"2954892056","pmid":"https://pubmed.ncbi.nlm.nih.gov/31946778"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2019.8857000","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2019.8857000","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1907.02877","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088431943","display_name":"Sumit A. Raurale","orcid":"https://orcid.org/0000-0002-9416-7308"},"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":"Sumit A. Raurale","raw_affiliation_strings":["Department of Paediatrics and Child Health, University College Cork, Ireland","University College Cork"],"affiliations":[{"raw_affiliation_string":"Department of Paediatrics and Child Health, University College Cork, Ireland","institution_ids":["https://openalex.org/I27577105"]},{"raw_affiliation_string":"University College Cork","institution_ids":["https://openalex.org/I27577105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040610812","display_name":"Saif Nalband","orcid":"https://orcid.org/0000-0001-5118-168X"},"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":"Saif Nalband","raw_affiliation_strings":["Department of Paediatrics and Child Health, University College Cork, Ireland","Irish Centre for Fetal and Neonatal Translational Research [INFANT], University College Cork, Ireland"],"affiliations":[{"raw_affiliation_string":"Department of Paediatrics and Child Health, University College Cork, Ireland","institution_ids":["https://openalex.org/I27577105"]},{"raw_affiliation_string":"Irish Centre for Fetal and Neonatal Translational Research [INFANT], University College Cork, Ireland","institution_ids":["https://openalex.org/I27577105"]}]},{"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":"Geraldine B. Boylan","raw_affiliation_strings":["Department of Paediatrics and Child Health, University College Cork, Ireland","Irish Centre for Fetal and Neonatal Translational Research [INFANT], University College Cork, Ireland"],"affiliations":[{"raw_affiliation_string":"Department of Paediatrics and Child Health, University College Cork, Ireland","institution_ids":["https://openalex.org/I27577105"]},{"raw_affiliation_string":"Irish Centre for Fetal and Neonatal Translational Research [INFANT], University College Cork, Ireland","institution_ids":["https://openalex.org/I27577105"]}]},{"author_position":"middle","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":"Gordon Lightbody","raw_affiliation_strings":["Department of Electrical & Electronic Engineering, University College Cork, Ireland","Irish Centre for Fetal and Neonatal Translational Research [INFANT], University College Cork, Ireland"],"affiliations":[{"raw_affiliation_string":"Department of Electrical & Electronic Engineering, University College Cork, Ireland","institution_ids":["https://openalex.org/I27577105"]},{"raw_affiliation_string":"Irish Centre for Fetal and Neonatal Translational Research [INFANT], University College Cork, Ireland","institution_ids":["https://openalex.org/I27577105"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053377817","display_name":"John M. O\u2019Toole","orcid":"https://orcid.org/0000-0001-9021-1183"},"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":"John M. O'Toole","raw_affiliation_strings":["Irish Centre for Fetal and Neonatal Translational Research [INFANT], University College Cork, Ireland"],"affiliations":[{"raw_affiliation_string":"Irish Centre for Fetal and Neonatal Translational Research [INFANT], University College Cork, Ireland","institution_ids":["https://openalex.org/I27577105"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5088431943"],"corresponding_institution_ids":["https://openalex.org/I27577105"],"apc_list":null,"apc_paid":null,"fwci":1.0917,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.80985846,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"2019","issue":null,"first_page":"4125","last_page":"4128"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11184","display_name":"Neonatal and fetal brain pathology","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9983000159263611,"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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/burst-suppression","display_name":"Burst suppression","score":0.77004474401474},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7493964433670044},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5315926671028137},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5264561772346497},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5230130553245544},{"id":"https://openalex.org/keywords/grading","display_name":"Grading (engineering)","score":0.49718716740608215},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.42538541555404663},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.1942361295223236},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1589164435863495},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.1291835904121399},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1056334376335144}],"concepts":[{"id":"https://openalex.org/C167639399","wikidata":"https://www.wikidata.org/wiki/Q17006613","display_name":"Burst suppression","level":3,"score":0.77004474401474},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7493964433670044},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5315926671028137},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5264561772346497},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5230130553245544},{"id":"https://openalex.org/C2777286243","wikidata":"https://www.wikidata.org/wiki/Q5591926","display_name":"Grading (engineering)","level":2,"score":0.49718716740608215},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.42538541555404663},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.1942361295223236},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1589164435863495},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1291835904121399},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1056334376335144},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D007234","descriptor_name":"Infant, Premature","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007234","descriptor_name":"Infant, Premature","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007234","descriptor_name":"Infant, Premature","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020925","descriptor_name":"Hypoxia-Ischemia, Brain","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D020925","descriptor_name":"Hypoxia-Ischemia, Brain","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D020925","descriptor_name":"Hypoxia-Ischemia, Brain","qualifier_ui":"Q000145","qualifier_name":"classification","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":5,"locations":[{"id":"doi:10.1109/embc.2019.8857000","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2019.8857000","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:31946778","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31946778","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:arXiv.org:1907.02877","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1907.02877","pdf_url":"https://arxiv.org/pdf/1907.02877","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"mag:2954892056","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1907.02877","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1907.02877","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1907.02877","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1907.02877","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1907.02877","pdf_url":"https://arxiv.org/pdf/1907.02877","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.8199999928474426,"display_name":"Good health and well-being"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320311904","display_name":"Wellcome Trust","ror":"https://ror.org/029chgv08"},{"id":"https://openalex.org/F4320320847","display_name":"Science Foundation Ireland","ror":"https://ror.org/0271asj38"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2954892056.pdf","grobid_xml":"https://content.openalex.org/works/W2954892056.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W611214548","https://openalex.org/W1966262416","https://openalex.org/W1986535199","https://openalex.org/W1990825549","https://openalex.org/W2018423056","https://openalex.org/W2043074303","https://openalex.org/W2045358591","https://openalex.org/W2114603675","https://openalex.org/W2337013847","https://openalex.org/W2340189907","https://openalex.org/W2606517034","https://openalex.org/W2736718996","https://openalex.org/W2786475109"],"related_works":["https://openalex.org/W2980121027","https://openalex.org/W2606517034","https://openalex.org/W2592901653","https://openalex.org/W2899898224","https://openalex.org/W2985333787","https://openalex.org/W2340189907","https://openalex.org/W2202415949","https://openalex.org/W2022894064","https://openalex.org/W2802959148","https://openalex.org/W2019697492","https://openalex.org/W2348915465","https://openalex.org/W2034384415","https://openalex.org/W2793410326","https://openalex.org/W136167008","https://openalex.org/W2320466601","https://openalex.org/W2293065460","https://openalex.org/W3178151112","https://openalex.org/W2407276222","https://openalex.org/W2127929228","https://openalex.org/W2407814319"],"abstract_inverted_index":{"Electroencephalography":[0],"(EEG)":[1],"is":[2],"an":[3,42,103],"important":[4],"clinical":[5],"tool":[6],"for":[7],"grading":[8],"injury":[9,88],"caused":[10],"by":[11],"lack":[12],"of":[13,23,34,41,55,70,87,100,105,113,122,136,149,160],"oxygen":[14],"or":[15],"blood":[16],"to":[17,31,58,83,127,156],"the":[18,39,67,71,90,95,110,116,134,137,150],"brain":[19],"during":[20],"birth.":[21],"Characteristics":[22],"low-voltage":[24],"waveforms,":[25],"known":[26],"as":[27],"inter-bursts,":[28,101],"are":[29,73],"related":[30],"different":[32,158],"grades":[33,86,159],"injury.":[35,161],"This":[36],"study":[37],"assesses":[38],"suitability":[40],"existing":[43,128],"inter-burst":[44,151],"detection":[45,139],"method,":[46],"developed":[47],"from":[48,66],"preterm":[49,138],"infants":[50],"born":[51],"<;":[52],"30":[53],"weeks":[54],"gestational":[56],"age,":[57],"detect":[59],"inter-bursts":[60,72,114],"in":[61,89,115,141],"term":[62,142],"infants.":[63],"Different":[64],"features":[65],"temporal":[68],"organisation":[69],"combined":[74],"using":[75],"a":[76,119],"multi-layer":[77],"perceptron":[78],"(MLP)":[79],"machine":[80],"learning":[81],"algorithm":[82],"classify":[84,157],"four":[85],"EEG.":[91],"We":[92],"find":[93],"that":[94],"best":[96],"performing":[97],"feature,":[98],"percentage":[99],"has":[102],"accuracy":[104,121],"59.3%.":[106],"Combining":[107],"this":[108],"with":[109,124],"maximum":[111],"duration":[112],"MLP":[117],"produces":[118],"testing":[120],"77.8%,":[123],"similar":[125],"performance":[126],"multi-feature":[129],"methods.":[130],"These":[131],"results":[132],"validate":[133],"use":[135],"method":[140],"EEG":[143],"and":[144],"show":[145],"how":[146],"simple":[147],"measures":[148],"interval":[152],"can":[153],"be":[154],"used":[155]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
