{"id":"https://openalex.org/W3139321041","doi":"https://doi.org/10.1109/ichi48887.2020.9374317","title":"Development and evaluation of a system that executes an interventional cardiology risk model based on patient phenotypes automatically extracted from the EMR","display_name":"Development and evaluation of a system that executes an interventional cardiology risk model based on patient phenotypes automatically extracted from the EMR","publication_year":2020,"publication_date":"2020-11-01","ids":{"openalex":"https://openalex.org/W3139321041","doi":"https://doi.org/10.1109/ichi48887.2020.9374317","mag":"3139321041"},"language":"en","primary_location":{"id":"doi:10.1109/ichi48887.2020.9374317","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ichi48887.2020.9374317","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Healthcare Informatics (ICHI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5038637017","display_name":"Merlijn Sevenster","orcid":"https://orcid.org/0000-0003-4118-9551"},"institutions":[{"id":"https://openalex.org/I4210122849","display_name":"Philips (Netherlands)","ror":"https://ror.org/02p2bgp27","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210122849"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Merlijn Sevenster","raw_affiliation_strings":["Philips Research Europe, Eindhoven, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Philips Research Europe, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I4210122849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077741702","display_name":"Deyu Sun","orcid":"https://orcid.org/0000-0002-8783-6470"},"institutions":[{"id":"https://openalex.org/I4210131230","display_name":"Philips (United States)","ror":"https://ror.org/03kw6wr76","country_code":"US","type":"company","lineage":["https://openalex.org/I4210122849","https://openalex.org/I4210131230"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Deyu Sun","raw_affiliation_strings":["Philips Research North America, Chicago, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Philips Research North America, Chicago, USA","institution_ids":["https://openalex.org/I4210131230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063477795","display_name":"Lucas Ferrari de Oliveira","orcid":"https://orcid.org/0000-0002-8198-0877"},"institutions":[{"id":"https://openalex.org/I4210131230","display_name":"Philips (United States)","ror":"https://ror.org/03kw6wr76","country_code":"US","type":"company","lineage":["https://openalex.org/I4210122849","https://openalex.org/I4210131230"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lucas Oliveira","raw_affiliation_strings":["Philips Research North America, Chicago, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Philips Research North America, Chicago, USA","institution_ids":["https://openalex.org/I4210131230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056782791","display_name":"Margret E. Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I1925986","display_name":"Loyola University Chicago","ror":"https://ror.org/04b6x2g63","country_code":"US","type":"education","lineage":["https://openalex.org/I1925986"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Margret E. Lee","raw_affiliation_strings":["Loyola University Chicago, Chicago, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Loyola University Chicago, Chicago, USA","institution_ids":["https://openalex.org/I1925986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012681318","display_name":"Kirk T. Spencer","orcid":null},"institutions":[{"id":"https://openalex.org/I4210087865","display_name":"University of Chicago Medical Center","ror":"https://ror.org/0076kfe04","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087865"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kirk T. Spencer","raw_affiliation_strings":["University of Chicago Medical Center, Chicago, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Chicago Medical Center, Chicago, USA","institution_ids":["https://openalex.org/I4210087865"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021769720","display_name":"J. Anthony Blair","orcid":"https://orcid.org/0000-0002-6135-4713"},"institutions":[{"id":"https://openalex.org/I4210087865","display_name":"University of Chicago Medical Center","ror":"https://ror.org/0076kfe04","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087865"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John A.E. Blair","raw_affiliation_strings":["University of Chicago Medical Center, Chicago, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Chicago Medical Center, Chicago, USA","institution_ids":["https://openalex.org/I4210087865"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1929,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.54806071,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"8","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12664","display_name":"Clinical practice guidelines implementation","score":0.986299991607666,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational 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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9732999801635742,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/operationalization","display_name":"Operationalization","score":0.6222858428955078},{"id":"https://openalex.org/keywords/clinical-decision-support-system","display_name":"Clinical decision support system","score":0.5560881495475769},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5534855127334595},{"id":"https://openalex.org/keywords/chart","display_name":"Chart","score":0.47665315866470337},{"id":"https://openalex.org/keywords/interventional-cardiology","display_name":"Interventional cardiology","score":0.4151943027973175},{"id":"https://openalex.org/keywords/medical-record","display_name":"Medical record","score":0.41100746393203735},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.40217816829681396},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3754691779613495},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.3652028441429138},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.3388129472732544}],"concepts":[{"id":"https://openalex.org/C9354725","wikidata":"https://www.wikidata.org/wiki/Q286017","display_name":"Operationalization","level":2,"score":0.6222858428955078},{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.5560881495475769},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5534855127334595},{"id":"https://openalex.org/C190812933","wikidata":"https://www.wikidata.org/wiki/Q28923","display_name":"Chart","level":2,"score":0.47665315866470337},{"id":"https://openalex.org/C2781274984","wikidata":"https://www.wikidata.org/wiki/Q3559674","display_name":"Interventional cardiology","level":2,"score":0.4151943027973175},{"id":"https://openalex.org/C195910791","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Medical record","level":2,"score":0.41100746393203735},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.40217816829681396},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3754691779613495},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.3652028441429138},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.3388129472732544},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ichi48887.2020.9374317","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ichi48887.2020.9374317","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Healthcare Informatics (ICHI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.4699999988079071,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1481463117","https://openalex.org/W1937533433","https://openalex.org/W1976691486","https://openalex.org/W1982924821","https://openalex.org/W1982966161","https://openalex.org/W2011689015","https://openalex.org/W2013995804","https://openalex.org/W2017999770","https://openalex.org/W2023248478","https://openalex.org/W2038105205","https://openalex.org/W2069340802","https://openalex.org/W2070533721","https://openalex.org/W2097637956","https://openalex.org/W2112101211","https://openalex.org/W2120817231","https://openalex.org/W2147808127","https://openalex.org/W2154674126","https://openalex.org/W2156202966","https://openalex.org/W2157784421","https://openalex.org/W2301180375","https://openalex.org/W2345945391","https://openalex.org/W3211993246","https://openalex.org/W4233740607","https://openalex.org/W6628635861","https://openalex.org/W6676497803","https://openalex.org/W6705113707","https://openalex.org/W6803904404"],"related_works":["https://openalex.org/W2046929026","https://openalex.org/W2779278343","https://openalex.org/W1996434451","https://openalex.org/W1569026615","https://openalex.org/W2791725133","https://openalex.org/W2338117633","https://openalex.org/W2112831187","https://openalex.org/W2122149485","https://openalex.org/W4232131108","https://openalex.org/W2128124510"],"abstract_inverted_index":{"Lack":[0],"of":[1,11,65,78,88,105,108,131],"electronic":[2],"medical":[3],"record":[4],"(EMR)":[5],"integration":[6],"hampers":[7],"effective":[8],"clinical":[9,12],"operationalization":[10],"decision":[13],"support.":[14],"Accordingly,":[15],"this":[16],"study":[17],"sought":[18],"to":[19,46,117],"develop":[20],"and":[21,62,86,126,129,148],"evaluate":[22],"a":[23,39,71],"system":[24],"that":[25],"automatically":[26,47],"executes":[27],"an":[28],"interventional":[29],"cardiology":[30],"risk":[31,51,99,123],"model":[32,100,118],"based":[33,74],"on":[34,75],"EMR":[35],"content":[36],"accessed":[37,133],"through":[38],"web":[40],"service.":[41],"Phenotyping":[42],"rules":[43,67,91,111,120,140],"were":[44,101],"developed":[45],"determine":[48],"the":[49,66,89,98,109,115,119,122,127,132,139],"models":[50],"factors,":[52],"advanced":[53],"age,":[54],"anemia,":[55],"congestive":[56],"heart":[57],"failure,":[58],"diabetes,":[59],"reduced":[60],"eGFR":[61],"hypotension.":[63],"Performance":[64,107],"was":[68,112],"determined":[69,113],"using":[70],"ground":[72],"truth":[73],"chart":[76],"review":[77,147],"76":[79],"patients.":[80,106],"Except":[81],"for":[82,144],"one":[83],"instance,":[84],"PPV":[85],"NPV":[87],"phenotyping":[90,110],"exceeded":[92],"0.93.":[93],"The":[94],"predictions":[95],"produced":[96],"by":[97,114,138],"accurate":[102],"in":[103],"82%":[104],"ability":[116],"after":[121],"model's":[124],"definition":[125],"availability":[128],"accuracy":[130],"data":[134],"sources.":[135],"Data":[136],"retrieved":[137],"can":[141],"be":[142],"presented":[143],"efficient":[145],"physician":[146],"confirmation.":[149]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}