{"id":"https://openalex.org/W2062919563","doi":"https://doi.org/10.1109/icde.2013.6544948","title":"A real-time abnormality detection system for intensive care management","display_name":"A real-time abnormality detection system for intensive care management","publication_year":2013,"publication_date":"2013-04-01","ids":{"openalex":"https://openalex.org/W2062919563","doi":"https://doi.org/10.1109/icde.2013.6544948","mag":"2062919563"},"language":"en","primary_location":{"id":"doi:10.1109/icde.2013.6544948","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icde.2013.6544948","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE 29th International Conference on Data Engineering (ICDE)","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/A5066831688","display_name":"Guangyan Huang","orcid":"https://orcid.org/0000-0002-1821-8644"},"institutions":[{"id":"https://openalex.org/I71270174","display_name":"Victoria University","ror":"https://ror.org/04j757h98","country_code":"AU","type":"education","lineage":["https://openalex.org/I71270174"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Guangyan Huang","raw_affiliation_strings":["Centre for Applied Informatics, Victoria University, Melbourne, Australia","Centre for Appl. Inf., Victoria Univ., Melbourne, VIC, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Applied Informatics, Victoria University, Melbourne, Australia","institution_ids":["https://openalex.org/I71270174"]},{"raw_affiliation_string":"Centre for Appl. Inf., Victoria Univ., Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I71270174"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081879366","display_name":"Jing He","orcid":"https://orcid.org/0000-0001-6488-1052"},"institutions":[{"id":"https://openalex.org/I71270174","display_name":"Victoria University","ror":"https://ror.org/04j757h98","country_code":"AU","type":"education","lineage":["https://openalex.org/I71270174"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jing He","raw_affiliation_strings":["Centre for Applied Informatics, Victoria University, Melbourne, Australia","Centre for Appl. Inf., Victoria Univ., Melbourne, VIC, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Applied Informatics, Victoria University, Melbourne, Australia","institution_ids":["https://openalex.org/I71270174"]},{"raw_affiliation_string":"Centre for Appl. Inf., Victoria Univ., Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I71270174"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060815634","display_name":"Jie Cao","orcid":"https://orcid.org/0000-0002-9942-3243"},"institutions":[{"id":"https://openalex.org/I137056471","display_name":"Nanjing University of Finance and Economics","ror":"https://ror.org/031y8am81","country_code":"CN","type":"education","lineage":["https://openalex.org/I137056471"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Cao","raw_affiliation_strings":["Nanjing University of Finance and Economics, Nanjing, China","Nanjing University of Finance and Economics Nanjing, China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University of Finance and Economics, Nanjing, China","institution_ids":["https://openalex.org/I137056471"]},{"raw_affiliation_string":"Nanjing University of Finance and Economics Nanjing, China#TAB#","institution_ids":["https://openalex.org/I137056471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026666926","display_name":"Zhi Qiao","orcid":"https://orcid.org/0000-0002-8942-5907"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhi Qiao","raw_affiliation_strings":["Institute of Computing Technology Chinese Academy of Sciences, Beijing, CN","Inst. of Comput. Technol., Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computing Technology Chinese Academy of Sciences, Beijing, CN","institution_ids":["https://openalex.org/I4210090176","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Inst. of Comput. Technol., Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109558233","display_name":"Michael Steyn","orcid":null},"institutions":[{"id":"https://openalex.org/I2799393793","display_name":"Royal Brisbane and Women's Hospital","ror":"https://ror.org/05p52kj31","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I1302211766","https://openalex.org/I2799393793","https://openalex.org/I2801244131"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Michael Steyn","raw_affiliation_strings":["Royal Brisbane and Women's Hospital, Herston, QLD, AU","R. Brisbane & Women's Hosp., Brisbane, QLD, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Royal Brisbane and Women's Hospital, Herston, QLD, AU","institution_ids":["https://openalex.org/I2799393793"]},{"raw_affiliation_string":"R. Brisbane & Women's Hosp., Brisbane, QLD, Australia","institution_ids":["https://openalex.org/I2799393793"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026048797","display_name":"Kersi Taraporewalla","orcid":"https://orcid.org/0000-0002-3568-5340"},"institutions":[{"id":"https://openalex.org/I2799393793","display_name":"Royal Brisbane and Women's Hospital","ror":"https://ror.org/05p52kj31","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I1302211766","https://openalex.org/I2799393793","https://openalex.org/I2801244131"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Kersi Taraporewalla","raw_affiliation_strings":["Royal Brisbane and Women's Hospital, Brisbane, Australia","R. Brisbane & Women's Hosp., Brisbane, QLD, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Royal Brisbane and Women's Hospital, Brisbane, Australia","institution_ids":["https://openalex.org/I2799393793"]},{"raw_affiliation_string":"R. Brisbane & Women's Hosp., Brisbane, QLD, Australia","institution_ids":["https://openalex.org/I2799393793"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6442,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.69376443,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1376","last_page":"1379"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13248","display_name":"Healthcare Technology and Patient Monitoring","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/computer-science","display_name":"Computer science","score":0.7527218461036682},{"id":"https://openalex.org/keywords/vital-signs","display_name":"Vital signs","score":0.5832967758178711},{"id":"https://openalex.org/keywords/abnormality","display_name":"Abnormality","score":0.5485398173332214},{"id":"https://openalex.org/keywords/intensive-care","display_name":"Intensive care","score":0.5342015027999878},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.48938482999801636},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.45936885476112366},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.43585604429244995},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.42190998792648315},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.14044660329818726},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.09826141595840454}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7527218461036682},{"id":"https://openalex.org/C2776890885","wikidata":"https://www.wikidata.org/wiki/Q1067560","display_name":"Vital signs","level":2,"score":0.5832967758178711},{"id":"https://openalex.org/C50965678","wikidata":"https://www.wikidata.org/wiki/Q2724302","display_name":"Abnormality","level":2,"score":0.5485398173332214},{"id":"https://openalex.org/C2987404301","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care","level":2,"score":0.5342015027999878},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.48938482999801636},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45936885476112366},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.43585604429244995},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.42190998792648315},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.14044660329818726},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.09826141595840454},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","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},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/icde.2013.6544948","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icde.2013.6544948","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE 29th International Conference on Data Engineering (ICDE)","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.vu.edu.au:28021","is_oa":false,"landing_page_url":"https://vuir.vu.edu.au/28021/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400215","display_name":"Victoria University Research Repository (Victoria University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I41156924","host_organization_name":"Victoria University of Wellington","host_organization_lineage":["https://openalex.org/I41156924"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30083694","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402457","display_name":"Deakin Research Online (Deakin University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"},{"id":"pmh:oai:researchbank.swinburne.edu.au:425a93e5-3073-4fee-aceb-d919d47a9771/1","is_oa":false,"landing_page_url":"http://hdl.handle.net/1959.3/444949","pdf_url":null,"source":{"id":"https://openalex.org/S4306401157","display_name":"Swinburne Research Bank (Swinburne University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I57093077","host_organization_name":"Swinburne University of Technology","host_organization_lineage":["https://openalex.org/I57093077"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2013 IEEE 29th International Conference on Data Engineering (ICDE), Brisbane, Australia, 8-12 April 2013, pp. 1376-1379","raw_type":""}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.4300000071525574,"id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320976","display_name":"Victoria University","ror":"https://ror.org/04j757h98"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1588057731","https://openalex.org/W1631295847","https://openalex.org/W1826290430","https://openalex.org/W2006761268","https://openalex.org/W2012658957","https://openalex.org/W2019818855","https://openalex.org/W2058148593","https://openalex.org/W2068714596","https://openalex.org/W2095822580","https://openalex.org/W2142044698","https://openalex.org/W2160614614","https://openalex.org/W2963128781","https://openalex.org/W6635271509"],"related_works":["https://openalex.org/W2053514191","https://openalex.org/W30340901","https://openalex.org/W1660746341","https://openalex.org/W4205307318","https://openalex.org/W2162926135","https://openalex.org/W3005991535","https://openalex.org/W2087901682","https://openalex.org/W4285102294","https://openalex.org/W3948632","https://openalex.org/W2116507356"],"abstract_inverted_index":{"Detecting":[0],"abnormalities":[1,98,128],"from":[2,99,129],"multiple":[3,100,130,163],"correlated":[4,131],"time":[5,132],"series":[6,133],"is":[7,73,119],"valuable":[8],"to":[9,61,78,81,95,121,145],"those":[10],"applications":[11],"where":[12],"a":[13,46,82,90,111,157],"credible":[14],"realtime":[15],"event":[16],"prediction":[17],"system":[18,94,155],"will":[19],"minimize":[20],"economic":[21],"losses":[22],"(e.g.":[23,30],"stock":[24],"market":[25],"crash)":[26],"and":[27,53,57,136,167],"save":[28],"lives":[29],"medical":[31,92],"surveillance":[32,93],"in":[33,39,49],"the":[34,51,55,62,123,127,147,150],"operating":[35],"theatre).":[36],"For":[37],"example,":[38],"an":[40,65,76],"intensive":[41,107],"care":[42,108],"scenario,":[43],"anesthetists":[44],"perform":[45],"vital":[47,74],"role":[48],"monitoring":[50],"patient":[52,63],"adjusting":[54],"flow":[56],"type":[58],"of":[59,70,125,149,170],"anesthetics":[60],"during":[64],"operation.":[66],"An":[67],"early":[68],"awareness":[69],"possible":[71],"complications":[72],"for":[75,104,134],"anesthetist":[77],"correctly":[79],"react":[80],"given":[83],"situation.":[84],"In":[85],"this":[86,154],"demonstration,":[87],"we":[88],"provide":[89],"comprehensive":[91],"effectively":[96],"detect":[97],"physiological":[101,164],"data":[102,143,165],"streams":[103,144,166],"assisting":[105],"online":[106,113],"management.":[109],"Particularly,":[110],"novel":[112],"support":[114],"vector":[115],"regression":[116],"(OSVR)":[117],"algorithm":[118],"developed":[120],"approach":[122],"problem":[124],"discovering":[126],"accuracy":[135],"real-time":[137],"efficiency.":[138],"We":[139],"also":[140],"utilize":[141],"historical":[142],"optimize":[146],"precision":[148],"OSVR":[151],"algorithm.":[152],"Moreover,":[153],"comprises":[156],"friendly":[158],"user":[159],"interface":[160],"by":[161],"integrating":[162],"visualizing":[168],"alarms":[169],"abnormalities.":[171]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
