{"id":"https://openalex.org/W2402174865","doi":"https://doi.org/10.1007/978-3-319-26508-7_8","title":"Real-Time Decision Support Using Data Mining to Predict Blood Pressure Critical Events in Intensive Medicine Patients","display_name":"Real-Time Decision Support Using Data Mining to Predict Blood Pressure Critical Events in Intensive Medicine Patients","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2402174865","doi":"https://doi.org/10.1007/978-3-319-26508-7_8","mag":"2402174865"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-26508-7_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-26508-7_8","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/1822/41708","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090436188","display_name":"Filipe Portela","orcid":"https://orcid.org/0000-0003-2181-6837"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Filipe Portela","raw_affiliation_strings":["Algoritmi Centre, University of Minho, Braga, Portugal"],"affiliations":[{"raw_affiliation_string":"Algoritmi Centre, University of Minho, Braga, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015766844","display_name":"Manuel Filipe Santos","orcid":"https://orcid.org/0000-0002-5441-3316"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Manuel Filipe Santos","raw_affiliation_strings":["Algoritmi Centre, University of Minho, Braga, Portugal"],"affiliations":[{"raw_affiliation_string":"Algoritmi Centre, University of Minho, Braga, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011826531","display_name":"Jos\u00e9 Machado","orcid":"https://orcid.org/0000-0003-4121-6169"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Machado","raw_affiliation_strings":["Algoritmi Centre, University of Minho, Braga, Portugal"],"affiliations":[{"raw_affiliation_string":"Algoritmi Centre, University of Minho, Braga, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038026427","display_name":"Ant\u00f3nio Abelha","orcid":"https://orcid.org/0000-0001-6457-0756"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Ant\u00f3nio Abelha","raw_affiliation_strings":["Algoritmi Centre, University of Minho, Braga, Portugal"],"affiliations":[{"raw_affiliation_string":"Algoritmi Centre, University of Minho, Braga, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113711288","display_name":"Fernando Rua","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"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Fernando Rua","raw_affiliation_strings":["Servi\u00e7o Cuidados Intensivos, Centro Hospitalar do Porto, Hospital Santo Ant\u00f3nio, Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"Servi\u00e7o Cuidados Intensivos, Centro Hospitalar do Porto, Hospital Santo Ant\u00f3nio, Porto, Portugal","institution_ids":["https://openalex.org/I4210154840"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048860009","display_name":"\u00c1lvaro Silva","orcid":"https://orcid.org/0000-0002-2773-3365"},"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"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"\u00c1lvaro Silva","raw_affiliation_strings":["Servi\u00e7o Cuidados Intensivos, Centro Hospitalar do Porto, Hospital Santo Ant\u00f3nio, Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"Servi\u00e7o Cuidados Intensivos, Centro Hospitalar do Porto, Hospital Santo Ant\u00f3nio, Porto, Portugal","institution_ids":["https://openalex.org/I4210154840"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5090436188"],"corresponding_institution_ids":["https://openalex.org/I99682543"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":8.4639,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.97918227,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"77","last_page":"90"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9836999773979187,"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"}},"topics":[{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9836999773979187,"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"}},{"id":"https://openalex.org/T10144","display_name":"Blood Pressure and Hypertension Studies","score":0.9768000245094299,"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/T13248","display_name":"Healthcare Technology and Patient Monitoring","score":0.9656999707221985,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/intensivist","display_name":"Intensivist","score":0.8718932271003723},{"id":"https://openalex.org/keywords/blood-pressure","display_name":"Blood pressure","score":0.6994488835334778},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.670172929763794},{"id":"https://openalex.org/keywords/vital-signs","display_name":"Vital signs","score":0.619732677936554},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5647723078727722},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5274037718772888},{"id":"https://openalex.org/keywords/intensive-care","display_name":"Intensive care","score":0.5110212564468384},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5051468014717102},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.49311086535453796},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.4423466622829437},{"id":"https://openalex.org/keywords/remote-patient-monitoring","display_name":"Remote patient monitoring","score":0.4290466904640198},{"id":"https://openalex.org/keywords/event-monitoring","display_name":"Event monitoring","score":0.4224967360496521},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.418300062417984},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.41746094822883606},{"id":"https://openalex.org/keywords/continuous-monitoring","display_name":"Continuous monitoring","score":0.41384702920913696},{"id":"https://openalex.org/keywords/emergency-medicine","display_name":"Emergency medicine","score":0.388315349817276},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24628418684005737},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.16631856560707092},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.16082444787025452},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.14574366807937622},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07451847195625305}],"concepts":[{"id":"https://openalex.org/C2777925291","wikidata":"https://www.wikidata.org/wiki/Q2581971","display_name":"Intensivist","level":3,"score":0.8718932271003723},{"id":"https://openalex.org/C84393581","wikidata":"https://www.wikidata.org/wiki/Q82642","display_name":"Blood pressure","level":2,"score":0.6994488835334778},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.670172929763794},{"id":"https://openalex.org/C2776890885","wikidata":"https://www.wikidata.org/wiki/Q1067560","display_name":"Vital signs","level":2,"score":0.619732677936554},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5647723078727722},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5274037718772888},{"id":"https://openalex.org/C2987404301","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care","level":2,"score":0.5110212564468384},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5051468014717102},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.49311086535453796},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.4423466622829437},{"id":"https://openalex.org/C175079658","wikidata":"https://www.wikidata.org/wiki/Q7312165","display_name":"Remote patient monitoring","level":2,"score":0.4290466904640198},{"id":"https://openalex.org/C2778135862","wikidata":"https://www.wikidata.org/wiki/Q5416719","display_name":"Event monitoring","level":3,"score":0.4224967360496521},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.418300062417984},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.41746094822883606},{"id":"https://openalex.org/C2776902269","wikidata":"https://www.wikidata.org/wiki/Q5165493","display_name":"Continuous monitoring","level":2,"score":0.41384702920913696},{"id":"https://openalex.org/C194828623","wikidata":"https://www.wikidata.org/wiki/Q2861470","display_name":"Emergency medicine","level":1,"score":0.388315349817276},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24628418684005737},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.16631856560707092},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.16082444787025452},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.14574366807937622},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07451847195625305},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","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":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-319-26508-7_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-26508-7_8","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:repositorium.sdum.uminho.pt:1822/41708","is_oa":true,"landing_page_url":"http://hdl.handle.net/1822/41708","pdf_url":null,"source":{"id":"https://openalex.org/S4306401240","display_name":"Reposit\u00f3riUM (Universidade do Minho)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99682543","host_organization_name":"University of Minho","host_organization_lineage":["https://openalex.org/I99682543"],"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":"","raw_type":"conference paper"},{"id":"pmh:oai:repositorium.uminho.pt:1822/41708","is_oa":true,"landing_page_url":"https://hdl.handle.net/1822/41708","pdf_url":null,"source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","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":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":{"id":"pmh:oai:repositorium.sdum.uminho.pt:1822/41708","is_oa":true,"landing_page_url":"http://hdl.handle.net/1822/41708","pdf_url":null,"source":{"id":"https://openalex.org/S4306401240","display_name":"Reposit\u00f3riUM (Universidade do Minho)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99682543","host_organization_name":"University of Minho","host_organization_lineage":["https://openalex.org/I99682543"],"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":"","raw_type":"conference paper"},"sustainable_development_goals":[{"score":0.49000000953674316,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W16438774","https://openalex.org/W17578033","https://openalex.org/W59668606","https://openalex.org/W121474560","https://openalex.org/W145358606","https://openalex.org/W1506451709","https://openalex.org/W1543656345","https://openalex.org/W1557381858","https://openalex.org/W1610849242","https://openalex.org/W1758470907","https://openalex.org/W1898928487","https://openalex.org/W2030367449","https://openalex.org/W2036467144","https://openalex.org/W2048673836","https://openalex.org/W2057127014","https://openalex.org/W2057707317","https://openalex.org/W2081978320","https://openalex.org/W2121490027","https://openalex.org/W2133416234","https://openalex.org/W2169887792","https://openalex.org/W2204680686","https://openalex.org/W2335020944","https://openalex.org/W2343804345","https://openalex.org/W2467460165","https://openalex.org/W3090293687","https://openalex.org/W4229652772"],"related_works":["https://openalex.org/W4205307318","https://openalex.org/W2048673615","https://openalex.org/W2749559713","https://openalex.org/W2051429090","https://openalex.org/W3011047264","https://openalex.org/W4319996887","https://openalex.org/W2941556692","https://openalex.org/W4387801784","https://openalex.org/W4205366479","https://openalex.org/W2126680797"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":5}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}