{"id":"https://openalex.org/W2911637210","doi":"https://doi.org/10.1109/bibm.2018.8621518","title":"Estimating New York Heart Association Classification for Heart Failure Patients from Information in the Electronic Health Record","display_name":"Estimating New York Heart Association Classification for Heart Failure Patients from Information in the Electronic Health Record","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2911637210","doi":"https://doi.org/10.1109/bibm.2018.8621518","mag":"2911637210"},"language":"en","primary_location":{"id":"doi:10.1109/bibm.2018.8621518","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2018.8621518","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","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/A5059973732","display_name":"Sisi Ma","orcid":"https://orcid.org/0000-0003-2956-6844"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sisi Ma","raw_affiliation_strings":["Institute for Health Informatics, University of MInnesota, Minneapolis, MN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Health Informatics, University of MInnesota, Minneapolis, MN, USA","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100421963","display_name":"Rui Zhang","orcid":"https://orcid.org/0000-0001-8258-3585"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rui Zhang","raw_affiliation_strings":["Institute for Health Informatics, University of MInnesota, Minneapolis, MN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Health Informatics, University of MInnesota, Minneapolis, MN, USA","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045158555","display_name":"Jessica Munroe","orcid":null},"institutions":[{"id":"https://openalex.org/I4210091810","display_name":"Medtronic (United States)","ror":"https://ror.org/00grd1h17","country_code":"US","type":"company","lineage":["https://openalex.org/I4210091810"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jessica Munroe","raw_affiliation_strings":["Medtronic, Inc., Minneapolis, MN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medtronic, Inc., Minneapolis, MN, USA","institution_ids":["https://openalex.org/I4210091810"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021266444","display_name":"Lindsey Shanahan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210091810","display_name":"Medtronic (United States)","ror":"https://ror.org/00grd1h17","country_code":"US","type":"company","lineage":["https://openalex.org/I4210091810"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lindsey Shanahan","raw_affiliation_strings":["Medtronic, Inc., Minneapolis, MN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medtronic, Inc., Minneapolis, MN, USA","institution_ids":["https://openalex.org/I4210091810"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018510409","display_name":"Sarah Horn","orcid":null},"institutions":[{"id":"https://openalex.org/I4210091810","display_name":"Medtronic (United States)","ror":"https://ror.org/00grd1h17","country_code":"US","type":"company","lineage":["https://openalex.org/I4210091810"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sarah Horn","raw_affiliation_strings":["Medtronic, Inc., Minneapolis, MN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medtronic, Inc., Minneapolis, MN, USA","institution_ids":["https://openalex.org/I4210091810"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065534305","display_name":"Stuart M. Speedie","orcid":"https://orcid.org/0000-0002-2102-7574"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stuart Speedie","raw_affiliation_strings":["Institute for Health Informatics Univerisity of Minnesota, Minneapolis, MN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Health Informatics Univerisity of Minnesota, Minneapolis, MN, USA","institution_ids":["https://openalex.org/I130238516"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1132,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.44949824,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"133","issue":null,"first_page":"1504","last_page":"1507"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10198","display_name":"Heart Failure Treatment and Management","score":0.9961000084877014,"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/T12246","display_name":"Chronic Disease Management Strategies","score":0.9688000082969666,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/heart-failure","display_name":"Heart failure","score":0.7633399367332458},{"id":"https://openalex.org/keywords/documentation","display_name":"Documentation","score":0.6958097815513611},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.6803972721099854},{"id":"https://openalex.org/keywords/cardiac-resynchronization-therapy","display_name":"Cardiac resynchronization therapy","score":0.6516151428222656},{"id":"https://openalex.org/keywords/health-records","display_name":"Health records","score":0.6188821196556091},{"id":"https://openalex.org/keywords/electronic-health-record","display_name":"Electronic health record","score":0.5820094347000122},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5314421057701111},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.5065985918045044},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.4603078365325928},{"id":"https://openalex.org/keywords/heart-disease","display_name":"Heart disease","score":0.4233081042766571},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30382096767425537},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2759597599506378},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.1545112431049347}],"concepts":[{"id":"https://openalex.org/C2778198053","wikidata":"https://www.wikidata.org/wiki/Q181754","display_name":"Heart failure","level":2,"score":0.7633399367332458},{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.6958097815513611},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6803972721099854},{"id":"https://openalex.org/C2776034619","wikidata":"https://www.wikidata.org/wiki/Q3428020","display_name":"Cardiac resynchronization therapy","level":4,"score":0.6516151428222656},{"id":"https://openalex.org/C3019952477","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Health records","level":3,"score":0.6188821196556091},{"id":"https://openalex.org/C3020144179","wikidata":"https://www.wikidata.org/wiki/Q10871684","display_name":"Electronic health record","level":3,"score":0.5820094347000122},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5314421057701111},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.5065985918045044},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.4603078365325928},{"id":"https://openalex.org/C2780074459","wikidata":"https://www.wikidata.org/wiki/Q389735","display_name":"Heart disease","level":2,"score":0.4233081042766571},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30382096767425537},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2759597599506378},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.1545112431049347},{"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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C78085059","wikidata":"https://www.wikidata.org/wiki/Q641303","display_name":"Ejection fraction","level":3,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm.2018.8621518","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2018.8621518","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.5899999737739563,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W266341686","https://openalex.org/W649083314","https://openalex.org/W1912982817","https://openalex.org/W1991396112","https://openalex.org/W2008836660","https://openalex.org/W2016559044","https://openalex.org/W2025543748","https://openalex.org/W2039433326","https://openalex.org/W2069750450","https://openalex.org/W2085360172","https://openalex.org/W2092091574","https://openalex.org/W2107002823","https://openalex.org/W2110104998","https://openalex.org/W2117259028","https://openalex.org/W2126617656","https://openalex.org/W2155531603","https://openalex.org/W2196906371","https://openalex.org/W2338140116","https://openalex.org/W2468431774","https://openalex.org/W2553101787","https://openalex.org/W2580792129","https://openalex.org/W2774042415","https://openalex.org/W2884209421","https://openalex.org/W2912934387","https://openalex.org/W4212883601","https://openalex.org/W6676550427","https://openalex.org/W6703556161","https://openalex.org/W6746859235"],"related_works":["https://openalex.org/W4386543168","https://openalex.org/W187932805","https://openalex.org/W2909369938","https://openalex.org/W4392490004","https://openalex.org/W1641026212","https://openalex.org/W4402738807","https://openalex.org/W2911982698","https://openalex.org/W2323588885","https://openalex.org/W3047677938","https://openalex.org/W2087134418"],"abstract_inverted_index":{"New":[0],"York":[1],"Heart":[2],"Association":[3],"(NYHA)":[4],"Class":[5],"is":[6,90,112],"an":[7,137],"important":[8],"measure":[9,51],"of":[10,53,75,77,139],"functional":[11],"status":[12],"for":[13,19,27,107,128],"heart":[14],"failure":[15],"(HF)":[16],"patients":[17,79,109],"used":[18],"clinical":[20,34],"documentation,":[21],"treatment":[22],"decisions,":[23],"as":[24,26,56],"well":[25],"eligibility":[28],"criteria":[29],"and":[30,61],"outcome":[31],"measures":[32],"in":[33],"studies.":[35],"Electronic":[36],"health":[37],"records":[38],"(EHRs)":[39],"possess":[40],"the":[41,73,93],"potential":[42],"to":[43,50,62],"more":[44],"efficiently":[45],"access":[46],"NYHA":[47,87,99,126],"class":[48,88,100,127],"information":[49],"effectiveness":[52],"treatments":[54],"such":[55],"cardiac":[57],"resynchronization":[58],"therapy":[59],"(CRT)":[60],"monitor":[63],"disease":[64],"progression.":[65],"However,":[66],"our":[67],"previous":[68],"study":[69],"has":[70],"shown":[71],"that":[72,84,124],"percentage":[74],"encounters":[76,131],"HF":[78,108,129],"with":[80,132],"a":[81,122],"CRT":[82],"implant":[83],"have":[85],"explicit":[86],"documentation":[89],"low.":[91],"In":[92],"present":[94],"study,":[95],"we":[96,120],"examine":[97],"if":[98],"can":[101],"be":[102],"estimated":[103,125],"from":[104],"EHR":[105],"data":[106],"when":[110],"it":[111],"not":[113],"explicitly":[114],"documented.":[115],"Using":[116],"machine":[117],"learning":[118],"methods,":[119],"constructed":[121],"model":[123],"patient":[130],"high":[133],"quality,":[134],"demonstrated":[135],"by":[136],"AUC":[138],"0.87.":[140]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
