{"id":"https://openalex.org/W2979680397","doi":"https://doi.org/10.1109/embc.2019.8857846","title":"Monitoring of Brain Hemodynamics Coupling in Neonates using Updated Tensor Decompositions","display_name":"Monitoring of Brain Hemodynamics Coupling in Neonates using Updated Tensor Decompositions","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2979680397","doi":"https://doi.org/10.1109/embc.2019.8857846","mag":"2979680397","pmid":"https://pubmed.ncbi.nlm.nih.gov/31945984"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2019.8857846","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2019.8857846","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":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://lirias.kuleuven.be/handle/123456789/637486","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009061296","display_name":"Alexander Caicedo","orcid":"https://orcid.org/0000-0002-2073-8008"},"institutions":[{"id":"https://openalex.org/I90803817","display_name":"Universidad del Rosario","ror":"https://ror.org/0108mwc04","country_code":"CO","type":"education","lineage":["https://openalex.org/I90803817"]}],"countries":["CO"],"is_corresponding":true,"raw_author_name":"A Caicedo","raw_affiliation_strings":["Department of Applied Mathematics and Computer Sciences, Universidad del Rosario, Bogot\u00e1, Colombia"],"affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics and Computer Sciences, Universidad del Rosario, Bogot\u00e1, Colombia","institution_ids":["https://openalex.org/I90803817"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065239512","display_name":"Ofelie De Wel","orcid":"https://orcid.org/0000-0001-6946-4944"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"O De Wel","raw_affiliation_strings":["Department of Electrical Engineering (ESAT), KU Leuven, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering (ESAT), KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049123030","display_name":"Michiel Vandecappelle","orcid":"https://orcid.org/0000-0001-6231-5313"},"institutions":[{"id":"https://openalex.org/I150145467","display_name":"University College West Flanders","ror":"https://ror.org/00fy5v859","country_code":"BE","type":"education","lineage":["https://openalex.org/I150145467"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"M Vandecappelle","raw_affiliation_strings":["Group Science, Engineering and Technology, KU, Kortrijk, Belgium"],"affiliations":[{"raw_affiliation_string":"Group Science, Engineering and Technology, KU, Kortrijk, Belgium","institution_ids":["https://openalex.org/I150145467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022930226","display_name":"Liesbeth Thewissen","orcid":"https://orcid.org/0000-0002-0991-3776"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"L Thewissen","raw_affiliation_strings":["Department of Development and Regeneration, Neonatal Intensive Care Unit, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Development and Regeneration, Neonatal Intensive Care Unit, Leuven, Belgium","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061612115","display_name":"Anne Smits","orcid":"https://orcid.org/0000-0002-0710-6698"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"A Smits","raw_affiliation_strings":["Department of Development and Regeneration, Neonatal Intensive Care Unit, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Development and Regeneration, Neonatal Intensive Care Unit, Leuven, Belgium","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088986004","display_name":"Karel Allegaert","orcid":"https://orcid.org/0000-0001-9921-5105"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"K Allegaert","raw_affiliation_strings":["Department of Development and Regeneration, KU, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Development and Regeneration, KU, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009006026","display_name":"Lieven De Lathauwer","orcid":"https://orcid.org/0000-0001-5562-5014"},"institutions":[{"id":"https://openalex.org/I150145467","display_name":"University College West Flanders","ror":"https://ror.org/00fy5v859","country_code":"BE","type":"education","lineage":["https://openalex.org/I150145467"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"L. De Lathauwer","raw_affiliation_strings":["Group Science, Engineering and Technology, KU, Kortrijk, Belgium"],"affiliations":[{"raw_affiliation_string":"Group Science, Engineering and Technology, KU, Kortrijk, Belgium","institution_ids":["https://openalex.org/I150145467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016413752","display_name":"Gunnar Naulaers","orcid":"https://orcid.org/0000-0003-0735-4808"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"G Naulaers","raw_affiliation_strings":["Department of Development and Regeneration, Neonatal Intensive Care Unit, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Development and Regeneration, Neonatal Intensive Care Unit, Leuven, Belgium","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049055621","display_name":"Sabine Van Huffel","orcid":"https://orcid.org/0000-0001-5939-0996"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"S Van Huffel","raw_affiliation_strings":["Department of Electrical Engineering (ESAT), KU Leuven, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering (ESAT), KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5009061296"],"corresponding_institution_ids":["https://openalex.org/I90803817"],"apc_list":null,"apc_paid":null,"fwci":0.2934,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.45735476,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2019","issue":null,"first_page":"660","last_page":"663"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11184","display_name":"Neonatal and fetal brain pathology","score":0.9965999722480774,"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/T11809","display_name":"Advanced NMR Techniques and Applications","score":0.9569000005722046,"subfield":{"id":"https://openalex.org/subfields/1607","display_name":"Spectroscopy"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/propofol","display_name":"Propofol","score":0.6267298460006714},{"id":"https://openalex.org/keywords/hemodynamics","display_name":"Hemodynamics","score":0.5320635437965393},{"id":"https://openalex.org/keywords/tensor","display_name":"Tensor (intrinsic definition)","score":0.4428861439228058},{"id":"https://openalex.org/keywords/sedation","display_name":"Sedation","score":0.41816359758377075},{"id":"https://openalex.org/keywords/anesthesia","display_name":"Anesthesia","score":0.40755975246429443},{"id":"https://openalex.org/keywords/biomedical-engineering","display_name":"Biomedical engineering","score":0.3852000832557678},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.289665162563324},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.26761770248413086},{"id":"https://openalex.org/keywords/pure-mathematics","display_name":"Pure mathematics","score":0.0927518904209137}],"concepts":[{"id":"https://openalex.org/C2776277131","wikidata":"https://www.wikidata.org/wiki/Q422740","display_name":"Propofol","level":2,"score":0.6267298460006714},{"id":"https://openalex.org/C178853913","wikidata":"https://www.wikidata.org/wiki/Q1642137","display_name":"Hemodynamics","level":2,"score":0.5320635437965393},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.4428861439228058},{"id":"https://openalex.org/C2776814716","wikidata":"https://www.wikidata.org/wiki/Q574801","display_name":"Sedation","level":2,"score":0.41816359758377075},{"id":"https://openalex.org/C42219234","wikidata":"https://www.wikidata.org/wiki/Q131130","display_name":"Anesthesia","level":1,"score":0.40755975246429443},{"id":"https://openalex.org/C136229726","wikidata":"https://www.wikidata.org/wiki/Q327092","display_name":"Biomedical engineering","level":1,"score":0.3852000832557678},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.289665162563324},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.26761770248413086},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0927518904209137}],"mesh":[{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006439","descriptor_name":"Hemodynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006439","descriptor_name":"Hemodynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006439","descriptor_name":"Hemodynamics","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":"D010092","descriptor_name":"Oximetry","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010092","descriptor_name":"Oximetry","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010092","descriptor_name":"Oximetry","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010100","descriptor_name":"Oxygen","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010100","descriptor_name":"Oxygen","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010100","descriptor_name":"Oxygen","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015742","descriptor_name":"Propofol","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015742","descriptor_name":"Propofol","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015742","descriptor_name":"Propofol","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019265","descriptor_name":"Spectroscopy, Near-Infrared","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019265","descriptor_name":"Spectroscopy, Near-Infrared","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019265","descriptor_name":"Spectroscopy, Near-Infrared","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1109/embc.2019.8857846","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2019.8857846","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:31945984","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31945984","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:lirias2repo.kuleuven.be:123456789/637486","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/123456789/637486","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC),, Berlin, Germany, 23-27 July 2019","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:repository.urosario.edu.co:10336/22870","is_oa":true,"landing_page_url":"https://repository.urosario.edu.co/handle/10336/22870","pdf_url":null,"source":{"id":"https://openalex.org/S4306401708","display_name":"Repositorio Institucional E-DocUR (Universidad Del Rosario)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I90803817","host_organization_name":"Universidad del Rosario","host_organization_lineage":["https://openalex.org/I90803817"],"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":"reponame:Repositorio Institucional EdocUR","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/637486","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/123456789/637486","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC),, Berlin, Germany, 23-27 July 2019","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1996223191","https://openalex.org/W2042616616","https://openalex.org/W2119412403","https://openalex.org/W2513485882","https://openalex.org/W2765083400","https://openalex.org/W2859042744","https://openalex.org/W2886478704","https://openalex.org/W2891497876"],"related_works":["https://openalex.org/W2428256220","https://openalex.org/W2405416670","https://openalex.org/W2369770283","https://openalex.org/W2354276920","https://openalex.org/W2313970103","https://openalex.org/W3179641435","https://openalex.org/W2806907687","https://openalex.org/W2146270441","https://openalex.org/W1843147913","https://openalex.org/W2404737816"],"abstract_inverted_index":{"In":[0],"this":[1,20],"paper":[2],"we":[3,22,71],"explore":[4],"the":[5,12,66,87,104,109,112,123,143],"use":[6],"of":[7,14,26,86,106],"updated":[8],"tensor":[9,134],"decompositions":[10,135],"for":[11,83],"monitoring":[13,67],"brain":[15,38],"hemodynamics":[16],"in":[17,108,122,139],"neonates.":[18],"For":[19],"study,":[21],"used":[23,72,101],"concomitant":[24],"measurements":[25,46],"heart":[27],"rate,":[28],"mean":[29],"arterial":[30,33],"blood":[31],"pressure,":[32],"oxygen":[34],"saturation,":[35],"EEG,":[36],"and":[37,58,60],"oxygenation":[39],"-":[40],"measured":[41],"using":[42,62,69],"near-infrared":[43],"spectroscopy.":[44],"These":[45,89],"were":[47,91],"obtained":[48],"from":[49],"22":[50],"neonates":[51],"undergoing":[52],"an":[53],"INSURE":[54],"procedure":[55],"(INtubation,":[56],"SURfactant":[57],"Extubation)":[59],"sedation":[61],"propofol.":[63],"To":[64],"develop":[65],"framework":[68],"tensors,":[70],"radial":[73],"basis":[74],"kernel":[75],"function":[76],"(RBF)":[77],"to":[78,102,128,141],"construct":[79],"a":[80,94,120],"similarity":[81],"matrix":[82],"consecutive":[84],"segments":[85],"signals.":[88,114,148],"matrices":[90],"concatenated":[92],"forming":[93],"tensor.":[95],"Updating":[96],"canonical":[97],"polyadic":[98],"decomposition":[99],"was":[100],"evaluate":[103],"impact":[105],"propofol":[107,129],"coupling":[110,144],"between":[111,125,145],"different":[113,146],"Results":[115],"indicate,":[116],"as":[117],"previously":[118],"reported,":[119],"drop":[121],"interaction":[124],"signals":[126],"due":[127],"administration.":[130],"This":[131],"shows":[132],"that":[133],"can":[136],"be":[137],"useful":[138],"order":[140],"monitor":[142],"physiological":[147]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}