{"id":"https://openalex.org/W2106896081","doi":null,"title":"Classification of Burst and Suppression in the Neonatal EEG","display_name":"Classification of Burst and Suppression in the Neonatal EEG","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W2106896081","mag":"2106896081"},"language":"en","primary_location":{"id":"pmh:oai:bada.hb.se:2320/2809","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/2320/2809","pdf_url":"http://hdl.handle.net/2320/2809","source":{"id":"https://openalex.org/S4306401430","display_name":"Bor\u00e5s Academic Digital Archive (University of Bor\u00e5s)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I992397","host_organization_name":"University of Bor\u00e5s","host_organization_lineage":["https://openalex.org/I992397"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"licentiate thesis"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/2320/2809","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057704665","display_name":"Johan L\u00f6fhede","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I992397","display_name":"University of Bor\u00e5s","ror":"https://ror.org/01fdxwh83","country_code":"SE","type":"education","lineage":["https://openalex.org/I992397"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Johan L\u00f6fhede","raw_affiliation_strings":["University of Boras#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Boras#TAB#","institution_ids":["https://openalex.org/I992397"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5057704665"],"corresponding_institution_ids":["https://openalex.org/I992397"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9717000126838684,"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":0.9717000126838684,"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/T11184","display_name":"Neonatal and fetal brain pathology","score":0.017400000244379044,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.0034000000450760126,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/neonatal-eeg","display_name":"neonatal EEG","score":0.8140000104904175},{"id":"https://openalex.org/keywords/burst-suppression","display_name":"burst suppression","score":0.8230000138282776},{"id":"https://openalex.org/keywords/neuromonitoring","display_name":"neuromonitoring","score":0.6800000071525574},{"id":"https://openalex.org/keywords/hypoxia","display_name":"hypoxia","score":0.777999997138977},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"feature extraction","score":0.597000002861023},{"id":"https://openalex.org/keywords/fisher-s-linear-discriminant","display_name":"Fisher's linear discriminant","score":0.9200000166893005},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.8519999980926514},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":1.0},{"id":"https://openalex.org/keywords/decision-support","display_name":"decision support","score":0.6190000176429749}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7371525764465332},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.35024145245552063},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3397294282913208},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3396763801574707},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.33437037467956543},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.29172754287719727}],"mesh":[],"locations_count":5,"locations":[{"id":"pmh:oai:bada.hb.se:2320/2809","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/2320/2809","pdf_url":"http://hdl.handle.net/2320/2809","source":{"id":"https://openalex.org/S4306401430","display_name":"Bor\u00e5s Academic Digital Archive (University of Bor\u00e5s)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I992397","host_organization_name":"University of Bor\u00e5s","host_organization_lineage":["https://openalex.org/I992397"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"licentiate thesis"},{"id":"pmh:oai:DiVA.org:hb-3448","doi":null,"is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:hb:diva-3448","pdf_url":null,"source":{"id":"https://openalex.org/S4306400653","display_name":"Diva portal (Dalarna University Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/masterThesis"},{"id":"pmh:oai:publications.lib.chalmers.se:48418","doi":null,"is_oa":false,"landing_page_url":"http://publications.lib.chalmers.se/publication/48418-classification-of-burst-and-suppression-in-the-neonatal-eeg","pdf_url":null,"source":{"id":"https://openalex.org/S4377196470","display_name":"Chalmers Publication Library (Chalmers University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I66862912","host_organization_name":"Chalmers University of Technology","host_organization_lineage":["https://openalex.org/I66862912"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text.Thesis.Licentiate"},{"id":"pmh:oai:research.chalmers.se:48418","doi":null,"is_oa":false,"landing_page_url":"https://research.chalmers.se/en/publication/48418","pdf_url":null,"source":{"id":"https://openalex.org/S4306402469","display_name":"Chalmers Research (Chalmers University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I66862912","host_organization_name":"Chalmers University of Technology","host_organization_lineage":["https://openalex.org/I66862912"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null},{"id":"mag:2106896081","doi":null,"is_oa":false,"landing_page_url":"https://hb.diva-portal.org/smash/get/diva2:876837/FULLTEXT01","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:bada.hb.se:2320/2809","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/2320/2809","pdf_url":"http://hdl.handle.net/2320/2809","source":{"id":"https://openalex.org/S4306401430","display_name":"Bor\u00e5s Academic Digital Archive (University of Bor\u00e5s)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I992397","host_organization_name":"University of Bor\u00e5s","host_organization_lineage":["https://openalex.org/I992397"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"licentiate thesis"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.6240000128746033,"display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2106896081.pdf","grobid_xml":"https://content.openalex.org/works/W2106896081.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W321208709","https://openalex.org/W411736362","https://openalex.org/W1485732691","https://openalex.org/W1506281249","https://openalex.org/W1813819678","https://openalex.org/W1965173419","https://openalex.org/W1965392255","https://openalex.org/W1976625337","https://openalex.org/W1990469031","https://openalex.org/W1995875735","https://openalex.org/W2008060633","https://openalex.org/W2016057423","https://openalex.org/W2029027380","https://openalex.org/W2040870580","https://openalex.org/W2050076404","https://openalex.org/W2053530418","https://openalex.org/W2066808755","https://openalex.org/W2080998599","https://openalex.org/W2100669407","https://openalex.org/W2101248509","https://openalex.org/W2120176508","https://openalex.org/W2127929228","https://openalex.org/W2144394753","https://openalex.org/W2153230907","https://openalex.org/W2160632730","https://openalex.org/W2165948431","https://openalex.org/W2410025261","https://openalex.org/W2752841997"],"related_works":["https://openalex.org/W3151353128","https://openalex.org/W2018367260","https://openalex.org/W106984020","https://openalex.org/W2755777687","https://openalex.org/W1979738752","https://openalex.org/W2127929228","https://openalex.org/W1966950654","https://openalex.org/W2100669407","https://openalex.org/W33554956","https://openalex.org/W2031305839"],"abstract_inverted_index":{"The":[0,24,97,151,180,219,281],"brain":[1,73,117],"requires":[2],"a":[3,10,27,31,113,154,161,240],"continuous":[4],"supply":[5,15],"of":[6,39,94,99,127,138,157,169,212,235,272],"oxygen":[7,14],"and":[8,18,84,89,144,177,224,254,266],"even":[9],"short":[11],"period":[12,29],"of\\nreduced":[13],"risks":[16],"severe":[17],"lifelong":[19],"consequences":[20],"for":[21,30,35,115,123,186,200,209,230,286],"the\\naffected":[22],"individual.":[23],"delivery":[25],"is":[26,63,102,135,141,297],"vulnerable":[28],"baby":[32],"who":[33,46],"may\\nexperience":[34],"example":[36],"hypoxia":[37],"(lack":[38],"oxygen)":[40],"that":[41,105,118,134,182,196,205,294],"can":[42,107,119,171,206,227],"damage":[43],"the":[44,72,78,87,92,116,124,129,136,147,158,165,187,192,202,215,275,287,295,298],"brain.\\nBabies":[45],"experience":[47],"problems":[48],"are":[49,59,189,217,252,255],"placed":[50],"in":[51,82,146,174,274],"an":[52],"intensive":[53],"care":[54],"unit":[55],"where\\ntheir":[56],"vital":[57],"signs":[58],"monitored,":[60],"but":[61,290],"there":[62],"no":[64],"reliable":[65],"way":[66],"to":[67,111,262,303],"monitor":[68],"the\\nbrain":[69],"directly.":[70],"Monitoring":[71],"would":[74],"provide":[75],"valuable":[76],"information\\nabout":[77],"processes":[79],"going":[80],"on":[81,163,233],"it":[83,226,291],"could":[85],"influence":[86],"treatment":[88],"help\\nto":[90],"improve":[91],"quality":[93],"neonatal":[95],"care.":[96],"scope":[98],"this":[100,139,175],"project":[101,188],"to\\ndevelop":[103],"methods":[104,195,243,289],"eventually":[106],"be":[108,172,207,228],"put":[109],"together":[110],"form":[112],"monitoring\\nsystem":[114],"function":[120],"as":[121],"decision-support":[122],"physician":[125],"in\\ncharge":[126],"treating":[128],"patient.\\nThe":[130],"specific":[131],"technical":[132],"problem":[133],"topic":[137],"thesis":[140],"detection":[142],"of\\nburst":[143],"suppression":[145],"electroencephalogram":[148],"(EEG)":[149],"signal.":[150,241],"thesis\\nstarts":[152],"with":[153,160,258,301],"brief":[155],"description":[156],"brain,":[159],"focus":[162],"where":[164],"EEG\\noriginates,":[166],"what":[167,178],"types":[168],"activity":[170],"found":[173],"signal":[176,193],"they\\nmean.":[179],"data":[181,216],"have":[183,197],"been":[184,198],"available":[185],"described,\\nfollowed":[190],"by":[191],"processing":[194],"used":[199,208,229],"preprocessing,\\nand":[201],"feature":[203],"functions":[204],"extracting":[210],"certain\\ntypes":[211],"characteristics":[213],"from":[214,239],"defined.":[218],"next":[220],"section":[221],"describes\\nclassification":[222],"methodology":[223],"how":[225],"making":[231],"decisions\\nbased":[232],"combinations":[234,271],"several":[236],"features":[237,273],"extracted":[238],"The\\nclassification":[242],"Fisher\u2019s":[244],"Linear":[245],"Discriminant,":[246],"Neural":[247],"Networks":[248],"and\\nSupport":[249],"Vector":[250],"Machines":[251],"described":[253],"finally":[256],"compared":[257],"respect\\nto":[259],"their":[260],"ability":[261],"discriminate":[263],"between":[264],"burst":[265],"suppression.":[267],"An":[268],"experiment\\nwith":[269],"different":[270],"classification":[276],"has":[277],"also":[278],"been\\ncarried":[279],"out.":[280],"results":[282,285],"show":[283],"similar":[284],"three":[288],"can\\nbe":[292],"seen":[293],"SVM":[296],"best":[299],"method":[300],"respect":[302],"handling":[304],"multiple\\nfeatures.":[305]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-11-11T12:16:26.678958","created_date":"2016-06-24T00:00:00"}
