{"id":"https://openalex.org/W2084152405","doi":"https://doi.org/10.1109/embc.2012.6346027","title":"Analysis of roots in ARMA model for the classification of patients on weaning trials","display_name":"Analysis of roots in ARMA model for the classification of patients on weaning trials","publication_year":2012,"publication_date":"2012-08-01","ids":{"openalex":"https://openalex.org/W2084152405","doi":"https://doi.org/10.1109/embc.2012.6346027","mag":"2084152405"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2012.6346027","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2012.6346027","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"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/A5058585669","display_name":"Beatriz F. Giraldo","orcid":"https://orcid.org/0000-0002-9910-8577"},"institutions":[{"id":"https://openalex.org/I4210105141","display_name":"Biomedical Research Networking Center in Bioengineering, Biomaterials and Nanomedicine","ror":"https://ror.org/01gm5f004","country_code":"ES","type":"other","lineage":["https://openalex.org/I4210105141"]},{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Beatriz F. Giraldo","raw_affiliation_strings":["Department ESAII, Institut de Bioingenyeria de Catalunya (IBEC) and CIBER de Bioingenier\u00eda, Biomateriales y Nanomedicina (CIBERBBN), Escola Universitaria Enginyeria T\u00e8cnica Industrial de Barcelona (EUETIB), Universitat Polit\u00e8cnica de Catalunya (UPC), Barcelona, Spain","Dept. ESAII, Escola Universitaria Enginyeria T\u00e8cnica Industrial de Barcelona (EUETIB), Universitat Polit\u00e8cnica de Catalunya (UPC), Institut de Bioingenyeria de Catalunya (IBEC), 5, 08028, Spain"],"affiliations":[{"raw_affiliation_string":"Department ESAII, Institut de Bioingenyeria de Catalunya (IBEC) and CIBER de Bioingenier\u00eda, Biomateriales y Nanomedicina (CIBERBBN), Escola Universitaria Enginyeria T\u00e8cnica Industrial de Barcelona (EUETIB), Universitat Polit\u00e8cnica de Catalunya (UPC), Barcelona, Spain","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I4210105141"]},{"raw_affiliation_string":"Dept. ESAII, Escola Universitaria Enginyeria T\u00e8cnica Industrial de Barcelona (EUETIB), Universitat Polit\u00e8cnica de Catalunya (UPC), Institut de Bioingenyeria de Catalunya (IBEC), 5, 08028, Spain","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024540703","display_name":"Benjamin W. Gaspar","orcid":null},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]},{"id":"https://openalex.org/I4210105141","display_name":"Biomedical Research Networking Center in Bioengineering, Biomaterials and Nanomedicine","ror":"https://ror.org/01gm5f004","country_code":"ES","type":"other","lineage":["https://openalex.org/I4210105141"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Benjamin W. Gaspar","raw_affiliation_strings":["Department ESAII, CIBER-BBN, Universitat Polit\u00e8cnica de Catalunya, Spain","Dept. ESAII, Universitat Polit\u00e9cnica de Catalunya (UPC), Spain"],"affiliations":[{"raw_affiliation_string":"Department ESAII, CIBER-BBN, Universitat Polit\u00e8cnica de Catalunya, Spain","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I4210105141"]},{"raw_affiliation_string":"Dept. ESAII, Universitat Polit\u00e9cnica de Catalunya (UPC), Spain","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065446322","display_name":"P. Caminal","orcid":"https://orcid.org/0000-0002-2301-8153"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]},{"id":"https://openalex.org/I4210105141","display_name":"Biomedical Research Networking Center in Bioengineering, Biomaterials and Nanomedicine","ror":"https://ror.org/01gm5f004","country_code":"ES","type":"other","lineage":["https://openalex.org/I4210105141"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Pere Caminal","raw_affiliation_strings":["Department ESAII, CIBER-BBN, Universitat Polit\u00e8cnica de Catalunya, Spain","Dept. ESAII, Universitat Polit\u00e9cnica de Catalunya (UPC), Spain"],"affiliations":[{"raw_affiliation_string":"Department ESAII, CIBER-BBN, Universitat Polit\u00e8cnica de Catalunya, Spain","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I4210105141"]},{"raw_affiliation_string":"Dept. ESAII, Universitat Polit\u00e9cnica de Catalunya (UPC), Spain","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041141576","display_name":"S. Benito","orcid":"https://orcid.org/0000-0002-6333-5823"},"institutions":[{"id":"https://openalex.org/I2801795740","display_name":"Hospital de Sant Pau","ror":"https://ror.org/059n1d175","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I2801795740"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Salvador Benito","raw_affiliation_strings":["Department Intensive Care Medicine, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain","Dept. Intensive Care Medicine, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Department Intensive Care Medicine, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain","institution_ids":["https://openalex.org/I2801795740"]},{"raw_affiliation_string":"Dept. Intensive Care Medicine, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain","institution_ids":["https://openalex.org/I2801795740"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5058585669"],"corresponding_institution_ids":["https://openalex.org/I4210105141","https://openalex.org/I9617848"],"apc_list":null,"apc_paid":null,"fwci":0.2383,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.63725868,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"37","issue":"466","first_page":"698","last_page":"701"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10322","display_name":"Respiratory Support and Mechanisms","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory 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/T10322","display_name":"Respiratory Support and Mechanisms","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory 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/T10143","display_name":"Chronic Obstructive Pulmonary Disease (COPD) Research","score":0.9851999878883362,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory 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/T10234","display_name":"Obstructive Sleep Apnea Research","score":0.982200026512146,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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/weaning","display_name":"Weaning","score":0.7647852897644043},{"id":"https://openalex.org/keywords/spontaneous-breathing-trial","display_name":"Spontaneous breathing trial","score":0.6896729469299316},{"id":"https://openalex.org/keywords/autoregressive\u2013moving-average-model","display_name":"Autoregressive\u2013moving-average model","score":0.6557133197784424},{"id":"https://openalex.org/keywords/autoregressive-model","display_name":"Autoregressive model","score":0.5719498991966248},{"id":"https://openalex.org/keywords/ventilation","display_name":"Ventilation (architecture)","score":0.5312967896461487},{"id":"https://openalex.org/keywords/mechanical-ventilation","display_name":"Mechanical ventilation","score":0.5310977697372437},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5037190318107605},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.4604831635951996},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.35313907265663147},{"id":"https://openalex.org/keywords/anesthesia","display_name":"Anesthesia","score":0.28555694222450256},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.1723915934562683},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.15357136726379395}],"concepts":[{"id":"https://openalex.org/C2780655333","wikidata":"https://www.wikidata.org/wiki/Q333203","display_name":"Weaning","level":2,"score":0.7647852897644043},{"id":"https://openalex.org/C2778584172","wikidata":"https://www.wikidata.org/wiki/Q7579051","display_name":"Spontaneous breathing trial","level":3,"score":0.6896729469299316},{"id":"https://openalex.org/C74883015","wikidata":"https://www.wikidata.org/wiki/Q290467","display_name":"Autoregressive\u2013moving-average model","level":3,"score":0.6557133197784424},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.5719498991966248},{"id":"https://openalex.org/C200457457","wikidata":"https://www.wikidata.org/wiki/Q584049","display_name":"Ventilation (architecture)","level":2,"score":0.5312967896461487},{"id":"https://openalex.org/C2777080012","wikidata":"https://www.wikidata.org/wiki/Q3766250","display_name":"Mechanical ventilation","level":2,"score":0.5310977697372437},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5037190318107605},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.4604831635951996},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.35313907265663147},{"id":"https://openalex.org/C42219234","wikidata":"https://www.wikidata.org/wiki/Q131130","display_name":"Anesthesia","level":1,"score":0.28555694222450256},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.1723915934562683},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.15357136726379395},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2012.6346027","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2012.6346027","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},{"id":"mag:23365988","is_oa":false,"landing_page_url":"https://dialnet.unirioja.es/servlet/articulo?codigo=747818","pdf_url":null,"source":{"id":"https://openalex.org/S4306512601","display_name":"Ib\u00e9rica: Actualidad tecnol\u00f3gica","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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ib\u00e9rica: Actualidad tecnol\u00f3gica","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4399999976158142,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W198330288","https://openalex.org/W1981958969","https://openalex.org/W2024878110","https://openalex.org/W2030933600","https://openalex.org/W2052435498","https://openalex.org/W2099078398","https://openalex.org/W2102098892","https://openalex.org/W2106815416","https://openalex.org/W2109965835","https://openalex.org/W2126509795","https://openalex.org/W2127103549","https://openalex.org/W2136055402","https://openalex.org/W2138347265","https://openalex.org/W2140758937","https://openalex.org/W2142104245","https://openalex.org/W2166711350","https://openalex.org/W2315050876","https://openalex.org/W2535602336","https://openalex.org/W3086046566"],"related_works":["https://openalex.org/W3049282691","https://openalex.org/W1716531148","https://openalex.org/W124120306","https://openalex.org/W2387583910","https://openalex.org/W2364392972","https://openalex.org/W2121534119","https://openalex.org/W2106753318","https://openalex.org/W3031170339","https://openalex.org/W2117411833","https://openalex.org/W2014107060"],"abstract_inverted_index":{"One":[0],"objective":[1],"of":[2,8,31,35,50,54,59,118,120,141,147,150],"mechanical":[3,17],"ventilation":[4,18],"is":[5,19],"the":[6,16,29,48,55,92,116,121,126,144,148,151],"recovery":[7],"spontaneous":[9,81],"breathing":[10,82],"as":[11,13],"soon":[12],"possible.":[14],"Remove":[15],"sometimes":[20],"more":[21],"difficult":[22],"that":[23,77],"maintain":[24,80],"it.":[25],"This":[26],"paper":[27],"proposes":[28],"study":[30],"respiratory":[32],"flow":[33],"signal":[34],"patients":[36,61,70,76,89],"on":[37,143],"weaning":[38,73],"trials":[39],"process":[40,64],"by":[41],"autoregressive":[42],"moving":[43],"average":[44],"model":[45,103],"(ARMA),":[46],"through":[47],"location":[49],"poles":[51,124],"and":[52,83,87,109,125,136],"zeros":[53],"model.":[56],"A":[57],"total":[58],"151":[60],"under":[62],"extubation":[63],"(T-tube":[65],"test)":[66],"were":[67,84,98,113],"analyzed:":[68],"91":[69],"with":[71,106,138],"successful":[72],"(GS),":[74],"39":[75],"failed":[78],"to":[79],"reconnected":[85],"(GF),":[86],"21":[88],"extubated":[90],"after":[91],"test":[93],"but":[94],"before":[95],"48":[96],"hours":[97],"reintubated":[99],"(GR).":[100],"The":[101,129],"optimal":[102],"was":[104,132],"obtained":[105,114,133],"order":[107],"8,":[108],"statistical":[110],"significant":[111],"differences":[112],"considering":[115],"values":[117],"angles":[119],"first":[122,127,152],"four":[123],"zero.":[128],"best":[130],"classification":[131],"between":[134],"GF":[135],"GR,":[137],"an":[139],"accuracy":[140],"75.3%":[142],"mean":[145],"value":[146],"angle":[149],"pole.":[153]},"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}