{"id":"https://openalex.org/W4295453897","doi":"https://doi.org/10.1109/embc48229.2022.9870925","title":"Multiscale Information Decomposition of Long Memory Processes: Application to Plateau Waves of Intracranial Pressure","display_name":"Multiscale Information Decomposition of Long Memory Processes: Application to Plateau Waves of Intracranial Pressure","publication_year":2022,"publication_date":"2022-07-11","ids":{"openalex":"https://openalex.org/W4295453897","doi":"https://doi.org/10.1109/embc48229.2022.9870925","pmid":"https://pubmed.ncbi.nlm.nih.gov/36085854"},"language":"en","primary_location":{"id":"doi:10.1109/embc48229.2022.9870925","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc48229.2022.9870925","pdf_url":null,"source":{"id":"https://openalex.org/S4363607706","display_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","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/A5050976193","display_name":"H\u00e9lder Pinto","orcid":"https://orcid.org/0000-0002-0455-6466"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Helder Pinto","raw_affiliation_strings":["University of Porto &#x0026; CMUP,Faculty of Sciences,Portugal"],"affiliations":[{"raw_affiliation_string":"University of Porto &#x0026; CMUP,Faculty of Sciences,Portugal","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025061468","display_name":"Celeste Dias","orcid":null},"institutions":[{"id":"https://openalex.org/I4210154840","display_name":"Centro Hospitalar do Porto","ror":"https://ror.org/04dwpyh46","country_code":"PT","type":"healthcare","lineage":["https://openalex.org/I4210154840"]},{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Celeste Dias","raw_affiliation_strings":["Centro Hospitalar de S&#x00E3;o Jo&#x00E3;o, Universidade do Porto,Faculdade de Medicina,Portugal"],"affiliations":[{"raw_affiliation_string":"Centro Hospitalar de S&#x00E3;o Jo&#x00E3;o, Universidade do Porto,Faculdade de Medicina,Portugal","institution_ids":["https://openalex.org/I4210154840","https://openalex.org/I182534213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070645807","display_name":"Ana Paula Rocha","orcid":"https://orcid.org/0000-0003-3218-7001"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Ana Paula Rocha","raw_affiliation_strings":["University of Porto &#x0026; CMUP,Faculty of Sciences,Portugal"],"affiliations":[{"raw_affiliation_string":"University of Porto &#x0026; CMUP,Faculty of Sciences,Portugal","institution_ids":["https://openalex.org/I182534213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5050976193"],"corresponding_institution_ids":["https://openalex.org/I182534213"],"apc_list":null,"apc_paid":null,"fwci":2.0891,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.86993243,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"2022","issue":null,"first_page":"1753","last_page":"1756"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9994000196456909,"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"}},{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9864000082015991,"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":0.9854999780654907,"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/transfer-entropy","display_name":"Transfer entropy","score":0.4986567497253418},{"id":"https://openalex.org/keywords/heart-rate-variability","display_name":"Heart rate variability","score":0.44740110635757446},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4186437726020813},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.35765913128852844},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31376898288726807},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.2991238236427307},{"id":"https://openalex.org/keywords/blood-pressure","display_name":"Blood pressure","score":0.2044132649898529},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.2011454701423645},{"id":"https://openalex.org/keywords/heart-rate","display_name":"Heart rate","score":0.19170507788658142},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1450103223323822},{"id":"https://openalex.org/keywords/principle-of-maximum-entropy","display_name":"Principle of maximum entropy","score":0.10098540782928467}],"concepts":[{"id":"https://openalex.org/C182049051","wikidata":"https://www.wikidata.org/wiki/Q17147155","display_name":"Transfer entropy","level":3,"score":0.4986567497253418},{"id":"https://openalex.org/C71635504","wikidata":"https://www.wikidata.org/wiki/Q933954","display_name":"Heart rate variability","level":4,"score":0.44740110635757446},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4186437726020813},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.35765913128852844},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31376898288726807},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2991238236427307},{"id":"https://openalex.org/C84393581","wikidata":"https://www.wikidata.org/wiki/Q82642","display_name":"Blood pressure","level":2,"score":0.2044132649898529},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.2011454701423645},{"id":"https://openalex.org/C2777953023","wikidata":"https://www.wikidata.org/wiki/Q1073121","display_name":"Heart rate","level":3,"score":0.19170507788658142},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1450103223323822},{"id":"https://openalex.org/C9679016","wikidata":"https://www.wikidata.org/wiki/Q1417473","display_name":"Principle of maximum entropy","level":2,"score":0.10098540782928467}],"mesh":[{"descriptor_ui":"D000070642","descriptor_name":"Brain Injuries, Traumatic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000070642","descriptor_name":"Brain Injuries, Traumatic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000070642","descriptor_name":"Brain Injuries, Traumatic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006339","descriptor_name":"Heart Rate","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006339","descriptor_name":"Heart Rate","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006339","descriptor_name":"Heart Rate","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":"D007427","descriptor_name":"Intracranial Pressure","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007427","descriptor_name":"Intracranial Pressure","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007427","descriptor_name":"Intracranial Pressure","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008568","descriptor_name":"Memory","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008568","descriptor_name":"Memory","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008568","descriptor_name":"Memory","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc48229.2022.9870925","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc48229.2022.9870925","pdf_url":null,"source":{"id":"https://openalex.org/S4363607706","display_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:36085854","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36085854","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}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.75,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1899852503","https://openalex.org/W2039632091","https://openalex.org/W2041782669","https://openalex.org/W2063830695","https://openalex.org/W2093266575","https://openalex.org/W2121383959","https://openalex.org/W2135499229","https://openalex.org/W2296628213","https://openalex.org/W2627057354","https://openalex.org/W2627883199","https://openalex.org/W2773861965","https://openalex.org/W3012010090","https://openalex.org/W3047383070","https://openalex.org/W3105544942","https://openalex.org/W4200032937","https://openalex.org/W4200506251","https://openalex.org/W4300972832","https://openalex.org/W6659149596"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2314914269","https://openalex.org/W3082889039","https://openalex.org/W112050585","https://openalex.org/W2946788172","https://openalex.org/W2889272531","https://openalex.org/W2739867511","https://openalex.org/W2318442968"],"abstract_inverted_index":{"Traumatic":[0],"Brain":[1],"Injury":[2],"(TBI)":[3],"patients":[4],"present":[5],"high":[6],"levels":[7],"of":[8,40,54,71,75,84,90,96,133,155,177,184,193],"physical":[9],"stress,":[10],"which":[11],"in":[12,93],"some":[13],"situations":[14],"can":[15,26,149],"manifest":[16],"as":[17],"Plateau":[18],"Wave":[19],"(PW)":[20],"episodes.":[21],"This":[22,115],"intense":[23],"stress":[24],"phenomenon":[25],"be":[27,59],"evidenced":[28],"by":[29],"Heart":[30],"Rate":[31],"Variability":[32],"(HRV).":[33],"Thus,":[34],"the":[35,44,52,63,69,72,81,85,94,125,130,143,153,161,178,182,185,198,201],"multivariate":[36],"and":[37,51,89,122,136,169],"simultaneous":[38,131],"analysis":[39],"cardio-cerebrovascular":[41],"oscillations,":[42],"involving":[43],"RR":[45],"intervals,":[46],"mean":[47],"arterial":[48],"pressure":[49,56],"(MAP)":[50],"amplitude":[53],"intracranial":[55],"(AMP),":[57],"will":[58],"useful":[60],"to":[61,118,123],"understand":[62],"interconnections":[64],"between":[65,167],"body":[66],"signals,":[67],"allowing":[68],"interpretation":[70],"combined":[73],"activity":[74],"pathophysiological":[76],"mechanisms.":[77],"In":[78],"this":[79,204],"work,":[80],"multiscale":[82,175],"representation":[83],"Transfer":[86],"Entropy":[87],"(TE)":[88],"its":[91],"decomposition":[92,176],"network":[95],"these":[97],"three":[98],"interacting":[99],"processes":[100,171],"is":[101],"obtained,":[102],"based":[103],"on":[104,172],"a":[105,156,190],"Vector":[106],"AutoRegressive":[107],"Fractionally":[108],"Integrated":[109],"(VARFI)":[110],"framework":[111],"for":[112,129],"Gaussian":[113],"processes.":[114],"method":[116],"allows":[117],"assess":[119],"directed":[120],"interactions":[121,166],"quantify":[124],"information":[126,151,179],"flow":[127],"accounting":[128],"presence":[132],"short-term":[134],"dynamics":[135],"long-range":[137],"correlations.":[138],"The":[139,174],"results":[140],"show":[141],"that":[142,200],"baseline":[144],"RR,":[145],"but":[146],"not":[147],"MAP":[148,168],"provide":[150],"about":[152],"possibility":[154],"PW":[157],"arising.":[158],"During":[159],"PW,":[160,196],"long-term":[162],"correlations":[163,188],"highlight":[164],"synergistic":[165],"AMP":[170],"RR.":[173],"along":[180],"with":[181],"incorporation":[183],"long":[186],"term":[187],"allowed":[189],"better":[191],"description":[192],"HRV":[194,202],"during":[195],"highlighting":[197],"fact":[199],"mirrors":[203],"cerebrovascular":[205],"phenomena.":[206]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
