{"id":"https://openalex.org/W2979656580","doi":"https://doi.org/10.1109/embc.2019.8856998","title":"Identification of A Neural Mass Model of Burst Suppression","display_name":"Identification of A Neural Mass Model of Burst Suppression","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2979656580","doi":"https://doi.org/10.1109/embc.2019.8856998","mag":"2979656580","pmid":"https://pubmed.ncbi.nlm.nih.gov/31946498"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2019.8856998","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2019.8856998","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":"conference-paper","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://discovery.ucl.ac.uk/10083147/1/EMBC19_0849_FI.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032340394","display_name":"Amirhossein Jafarian","orcid":"https://orcid.org/0000-0001-9547-7941"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Amirhossein Jafarian","raw_affiliation_strings":["Dept. Biomedical Engineering, The University of Melbourne, VIC, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. Biomedical Engineering, The University of Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066512588","display_name":"Dean R. Freestone","orcid":"https://orcid.org/0000-0003-2411-5358"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Dean R. Freestone","raw_affiliation_strings":["Dept. Medicine, The University of Melbourne, VIC, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. Medicine, The University of Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035230630","display_name":"Dragan Ne\u0161i\u0107","orcid":"https://orcid.org/0000-0001-7944-0241"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Dragan Nesic","raw_affiliation_strings":["Dept. Electrical & Electronic Engineering, The University of Melbourne, VIC, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. Electrical & Electronic Engineering, The University of Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014100961","display_name":"David B. Grayden","orcid":"https://orcid.org/0000-0002-5497-7234"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"David B. Grayden","raw_affiliation_strings":["Dept. Medicine, The University of Melbourne, VIC, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. Medicine, The University of Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I165779595"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I165779595"],"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":"2019","issue":null,"first_page":"2905","last_page":"2908"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9994999766349792,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9994999766349792,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9958999752998352,"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/T10320","display_name":"Neural Networks and Applications","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/mesoscopic-physics","display_name":"Mesoscopic physics","score":0.6858375072479248},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6168740391731262},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.554031491279602},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.5271558165550232},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.4220014214515686},{"id":"https://openalex.org/keywords/observable","display_name":"Observable","score":0.4136982858181},{"id":"https://openalex.org/keywords/spike","display_name":"Spike (software development)","score":0.4121883809566498},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4006779193878174},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.23395204544067383},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.10215607285499573},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.0844174325466156}],"concepts":[{"id":"https://openalex.org/C177731217","wikidata":"https://www.wikidata.org/wiki/Q2622244","display_name":"Mesoscopic physics","level":2,"score":0.6858375072479248},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6168740391731262},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.554031491279602},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.5271558165550232},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.4220014214515686},{"id":"https://openalex.org/C32848918","wikidata":"https://www.wikidata.org/wiki/Q845789","display_name":"Observable","level":2,"score":0.4136982858181},{"id":"https://openalex.org/C2781390188","wikidata":"https://www.wikidata.org/wiki/Q25203449","display_name":"Spike (software development)","level":2,"score":0.4121883809566498},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4006779193878174},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.23395204544067383},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.10215607285499573},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0844174325466156},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[{"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":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/embc.2019.8856998","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2019.8856998","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:31946498","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31946498","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.OAI2:10083147","is_oa":true,"landing_page_url":"https://discovery.ucl.ac.uk/id/eprint/10083147/","pdf_url":"https://discovery.ucl.ac.uk/10083147/1/EMBC19_0849_FI.pdf","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":"In: Proceedings of the 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). (pp. pp. 2905-2908). IEEE: Berlin, Germany. (2019)","raw_type":"Proceedings paper"}],"best_oa_location":{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:10083147","is_oa":true,"landing_page_url":"https://discovery.ucl.ac.uk/id/eprint/10083147/","pdf_url":"https://discovery.ucl.ac.uk/10083147/1/EMBC19_0849_FI.pdf","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":"In: Proceedings of the 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). (pp. pp. 2905-2908). IEEE: Berlin, Germany. (2019)","raw_type":"Proceedings paper"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2979656580.pdf"},"referenced_works_count":7,"referenced_works":["https://openalex.org/W1966800524","https://openalex.org/W2070765152","https://openalex.org/W2103288639","https://openalex.org/W2124202837","https://openalex.org/W2495979974","https://openalex.org/W3023169168","https://openalex.org/W4244746866"],"related_works":["https://openalex.org/W2790535609","https://openalex.org/W5012203","https://openalex.org/W1995574656","https://openalex.org/W97316223","https://openalex.org/W4240653033","https://openalex.org/W4256412014","https://openalex.org/W2534474591","https://openalex.org/W2366448304","https://openalex.org/W2322473156","https://openalex.org/W4246041294"],"abstract_inverted_index":{"Burst":[0],"suppression":[1,26,56],"includes":[2],"alternating":[3],"patterns":[4,89],"of":[5,24,39,50,54,65,110,131,137],"silent":[6],"and":[7,34,113],"fast":[8,35],"spike":[9],"activities":[10,13],"in":[11,90,126],"neuronal":[12],"observable":[14],"(in":[15],"micro":[16],"or":[17],"macro":[18],"scale)":[19],"electro-physiological":[20],"recordings.":[21],"Biological":[22],"models":[23],"burst":[25,55,88,138],"are":[27],"given":[28],"as":[29],"dynamical":[30],"systems":[31],"with":[32,94],"slow":[33],"states.":[36],"The":[37,122],"aim":[38],"this":[40],"paper":[41],"is":[42,79,104],"to":[43,47,81,86,106,114],"give":[44],"a":[45,51,75,98,132],"method":[46],"identify":[48],"parameters":[49,85,130],"mesoscopic":[52,135],"model":[53,84,112,129,136],"that":[57],"can":[58],"provide":[59],"insights":[60],"into":[61],"study":[62],"underlying":[63],"generators":[64],"intracranial":[66],"electroencephalogram":[67],"(iEEG)":[68],"data.":[69],"An":[70],"optimisation":[71],"technique":[72],"based":[73],"upon":[74],"genetic":[76],"algorithm":[77],"(GA)":[78],"employed":[80],"find":[82],"feasible":[83],"replicate":[87],"the":[91,111,116,120,128],"iEEG":[92],"data":[93],"paroxysmal":[95],"transitions.":[96],"Then,":[97],"continuous-discrete":[99],"unscented":[100],"Kalman":[101],"filter":[102],"(CD-UKF)":[103],"used":[105],"infer":[107],"hidden":[108],"states":[109],"enhance":[115],"identification":[117],"results":[118,123],"from":[119],"GA.":[121],"show":[124],"promise":[125],"finding":[127],"partially":[133],"observed":[134],"suppression.":[139]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-19T07:52:34.831488","created_date":"2025-10-10T00:00:00"}