{"id":"https://openalex.org/W2297622429","doi":"https://doi.org/10.1093/jamia/ocv197","title":"Automated identification and predictive tools to help identify high-risk heart failure patients: pilot evaluation","display_name":"Automated identification and predictive tools to help identify high-risk heart failure patients: pilot evaluation","publication_year":2016,"publication_date":"2016-02-17","ids":{"openalex":"https://openalex.org/W2297622429","doi":"https://doi.org/10.1093/jamia/ocv197","mag":"2297622429","pmid":"https://pubmed.ncbi.nlm.nih.gov/26911827"},"language":"en","primary_location":{"id":"doi:10.1093/jamia/ocv197","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocv197","pdf_url":"https://academic.oup.com/jamia/article-pdf/23/5/872/7050969/ocv197.pdf","source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://academic.oup.com/jamia/article-pdf/23/5/872/7050969/ocv197.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084452061","display_name":"R. Scott Evans","orcid":null},"institutions":[{"id":"https://openalex.org/I108785884","display_name":"Intermountain Healthcare","ror":"https://ror.org/04mvr1r74","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I108785884"]},{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"R Scott Evans","raw_affiliation_strings":["Biomedical Informatics, University of Utah","Medical Informatics, Intermountain Healthcare"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biomedical Informatics, University of Utah","institution_ids":["https://openalex.org/I223532165"]},{"raw_affiliation_string":"Medical Informatics, Intermountain Healthcare","institution_ids":["https://openalex.org/I108785884"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040426823","display_name":"Jos\u00e9 Benuzillo","orcid":"https://orcid.org/0000-0002-1707-9232"},"institutions":[{"id":"https://openalex.org/I108785884","display_name":"Intermountain Healthcare","ror":"https://ror.org/04mvr1r74","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I108785884"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jose Benuzillo","raw_affiliation_strings":["Intermountain Healthcare Cardiovascular Clinical Program"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intermountain Healthcare Cardiovascular Clinical Program","institution_ids":["https://openalex.org/I108785884"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077701573","display_name":"Benjamin D. Horne","orcid":"https://orcid.org/0000-0002-2656-0263"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]},{"id":"https://openalex.org/I2803061204","display_name":"Intermountain Medical Center","ror":"https://ror.org/009c06z12","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I108785884","https://openalex.org/I2803061204"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Benjamin D Horne","raw_affiliation_strings":["Genetic Epidemiology Division, Department of Internal Medicine, University of Utah","Intermountain Heart Institute, Intermountain Medical Center"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Genetic Epidemiology Division, Department of Internal Medicine, University of Utah","institution_ids":["https://openalex.org/I223532165"]},{"raw_affiliation_string":"Intermountain Heart Institute, Intermountain Medical Center","institution_ids":["https://openalex.org/I2803061204"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055898876","display_name":"James F. Lloyd","orcid":"https://orcid.org/0009-0001-0176-1501"},"institutions":[{"id":"https://openalex.org/I108785884","display_name":"Intermountain Healthcare","ror":"https://ror.org/04mvr1r74","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I108785884"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James F Lloyd","raw_affiliation_strings":["Medical Informatics, Intermountain Healthcare"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical Informatics, Intermountain Healthcare","institution_ids":["https://openalex.org/I108785884"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079968741","display_name":"Alejandra Bradshaw","orcid":null},"institutions":[{"id":"https://openalex.org/I108785884","display_name":"Intermountain Healthcare","ror":"https://ror.org/04mvr1r74","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I108785884"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alejandra Bradshaw","raw_affiliation_strings":["Enterprise Data Warehouse, Intermountain Healthcare"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Enterprise Data Warehouse, Intermountain Healthcare","institution_ids":["https://openalex.org/I108785884"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113604921","display_name":"D. Budge","orcid":null},"institutions":[{"id":"https://openalex.org/I2803061204","display_name":"Intermountain Medical Center","ror":"https://ror.org/009c06z12","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I108785884","https://openalex.org/I2803061204"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Deborah Budge","raw_affiliation_strings":["Intermountain Heart Institute, Intermountain Medical Center"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intermountain Heart Institute, Intermountain Medical Center","institution_ids":["https://openalex.org/I2803061204"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079973976","display_name":"Kismet Rasmusson","orcid":null},"institutions":[{"id":"https://openalex.org/I2803061204","display_name":"Intermountain Medical Center","ror":"https://ror.org/009c06z12","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I108785884","https://openalex.org/I2803061204"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kismet D Rasmusson","raw_affiliation_strings":["Intermountain Heart Institute, Intermountain Medical Center"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intermountain Heart Institute, Intermountain Medical Center","institution_ids":["https://openalex.org/I2803061204"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110597629","display_name":"Colleen Roberts","orcid":null},"institutions":[{"id":"https://openalex.org/I108785884","display_name":"Intermountain Healthcare","ror":"https://ror.org/04mvr1r74","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I108785884"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Colleen Roberts","raw_affiliation_strings":["Intermountain Healthcare Cardiovascular Clinical Program"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intermountain Healthcare Cardiovascular Clinical Program","institution_ids":["https://openalex.org/I108785884"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087731543","display_name":"Jason Buckway","orcid":null},"institutions":[{"id":"https://openalex.org/I2801171160","display_name":"McKay Dee Hospital","ror":"https://ror.org/00f93yb19","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I108785884","https://openalex.org/I2801171160"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jason Buckway","raw_affiliation_strings":["McKay Dee Hospital Cardiovascular Program"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"McKay Dee Hospital Cardiovascular Program","institution_ids":["https://openalex.org/I2801171160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034250096","display_name":"Norma Geer","orcid":null},"institutions":[{"id":"https://openalex.org/I2801171160","display_name":"McKay Dee Hospital","ror":"https://ror.org/00f93yb19","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I108785884","https://openalex.org/I2801171160"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Norma Geer","raw_affiliation_strings":["McKay Dee Hospital Cardiovascular Program"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"McKay Dee Hospital Cardiovascular Program","institution_ids":["https://openalex.org/I2801171160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000173871","display_name":"Teresa A. Garrett","orcid":null},"institutions":[{"id":"https://openalex.org/I108785884","display_name":"Intermountain Healthcare","ror":"https://ror.org/04mvr1r74","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I108785884"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Teresa Garrett","raw_affiliation_strings":["Intermountain Healthcare Integrated Care Management"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intermountain Healthcare Integrated Care Management","institution_ids":["https://openalex.org/I108785884"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038927942","display_name":"Donald Lapp\u00e9","orcid":"https://orcid.org/0000-0003-1398-2560"},"institutions":[{"id":"https://openalex.org/I108785884","display_name":"Intermountain Healthcare","ror":"https://ror.org/04mvr1r74","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I108785884"]},{"id":"https://openalex.org/I2803061204","display_name":"Intermountain Medical Center","ror":"https://ror.org/009c06z12","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I108785884","https://openalex.org/I2803061204"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Donald L Lapp\u00e9","raw_affiliation_strings":["Intermountain Healthcare Cardiovascular Clinical Program","Intermountain Heart Institute, Intermountain Medical Center"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intermountain Healthcare Cardiovascular Clinical Program","institution_ids":["https://openalex.org/I108785884"]},{"raw_affiliation_string":"Intermountain Heart Institute, Intermountain Medical Center","institution_ids":["https://openalex.org/I2803061204"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5084452061"],"corresponding_institution_ids":["https://openalex.org/I108785884","https://openalex.org/I223532165"],"apc_list":{"value":3967,"currency":"USD","value_usd":3967},"apc_paid":null,"fwci":8.4778,"has_fulltext":false,"cited_by_count":65,"citation_normalized_percentile":{"value":0.98254019,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"23","issue":"5","first_page":"872","last_page":"878"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10198","display_name":"Heart Failure Treatment and Management","score":0.8956999778747559,"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"}},"topics":[{"id":"https://openalex.org/T10198","display_name":"Heart Failure Treatment and Management","score":0.8956999778747559,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.053700000047683716,"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/T10218","display_name":"Sepsis Diagnosis and Treatment","score":0.006399999838322401,"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/medicine","display_name":"Medicine","score":0.7699757814407349},{"id":"https://openalex.org/keywords/multidisciplinary-approach","display_name":"Multidisciplinary approach","score":0.705619215965271},{"id":"https://openalex.org/keywords/predictive-value","display_name":"Predictive value","score":0.649103045463562},{"id":"https://openalex.org/keywords/heart-failure","display_name":"Heart failure","score":0.5720850825309753},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5584972500801086},{"id":"https://openalex.org/keywords/risk-assessment","display_name":"Risk assessment","score":0.4981577396392822},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.4932062029838562},{"id":"https://openalex.org/keywords/emergency-medicine","display_name":"Emergency medicine","score":0.4676985740661621},{"id":"https://openalex.org/keywords/predictive-value-of-tests","display_name":"Predictive value of tests","score":0.4254576563835144},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.37502023577690125},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.28242963552474976},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.11728066205978394}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7699757814407349},{"id":"https://openalex.org/C22467394","wikidata":"https://www.wikidata.org/wiki/Q849359","display_name":"Multidisciplinary approach","level":2,"score":0.705619215965271},{"id":"https://openalex.org/C3019719930","wikidata":"https://www.wikidata.org/wiki/Q3910099","display_name":"Predictive value","level":2,"score":0.649103045463562},{"id":"https://openalex.org/C2778198053","wikidata":"https://www.wikidata.org/wiki/Q181754","display_name":"Heart failure","level":2,"score":0.5720850825309753},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5584972500801086},{"id":"https://openalex.org/C12174686","wikidata":"https://www.wikidata.org/wiki/Q1058438","display_name":"Risk assessment","level":2,"score":0.4981577396392822},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.4932062029838562},{"id":"https://openalex.org/C194828623","wikidata":"https://www.wikidata.org/wiki/Q2861470","display_name":"Emergency medicine","level":1,"score":0.4676985740661621},{"id":"https://openalex.org/C198433322","wikidata":"https://www.wikidata.org/wiki/Q3910099","display_name":"Predictive value of tests","level":2,"score":0.4254576563835144},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.37502023577690125},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.28242963552474976},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.11728066205978394},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000704","descriptor_name":"Analysis of Variance","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000704","descriptor_name":"Analysis of Variance","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000704","descriptor_name":"Analysis of Variance","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000704","descriptor_name":"Analysis of Variance","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000704","descriptor_name":"Analysis of Variance","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000704","descriptor_name":"Analysis of Variance","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003658","descriptor_name":"Decision Making, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003658","descriptor_name":"Decision Making, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003658","descriptor_name":"Decision Making, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003658","descriptor_name":"Decision Making, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003658","descriptor_name":"Decision Making, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003658","descriptor_name":"Decision Making, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":false},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":false},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":false},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":false},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":false},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000401","qualifier_name":"mortality","is_major_topic":false},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D006751","descriptor_name":"Hospital Information Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006751","descriptor_name":"Hospital Information Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006751","descriptor_name":"Hospital Information Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006751","descriptor_name":"Hospital Information Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006751","descriptor_name":"Hospital Information Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006751","descriptor_name":"Hospital Information Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006760","descriptor_name":"Hospitalization","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006760","descriptor_name":"Hospitalization","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006760","descriptor_name":"Hospitalization","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006760","descriptor_name":"Hospitalization","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006760","descriptor_name":"Hospitalization","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006760","descriptor_name":"Hospitalization","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010359","descriptor_name":"Patient Readmission","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010359","descriptor_name":"Patient Readmission","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010359","descriptor_name":"Patient Readmission","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010359","descriptor_name":"Patient Readmission","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010359","descriptor_name":"Patient Readmission","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010359","descriptor_name":"Patient Readmission","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010865","descriptor_name":"Pilot Projects","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010865","descriptor_name":"Pilot Projects","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010865","descriptor_name":"Pilot Projects","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010865","descriptor_name":"Pilot Projects","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010865","descriptor_name":"Pilot Projects","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010865","descriptor_name":"Pilot Projects","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012720","descriptor_name":"Severity of Illness Index","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012720","descriptor_name":"Severity of Illness Index","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012720","descriptor_name":"Severity of Illness Index","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012720","descriptor_name":"Severity of Illness Index","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012720","descriptor_name":"Severity of Illness Index","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012720","descriptor_name":"Severity of Illness Index","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1093/jamia/ocv197","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocv197","pdf_url":"https://academic.oup.com/jamia/article-pdf/23/5/872/7050969/ocv197.pdf","source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},{"id":"pmid:26911827","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26911827","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association : JAMIA","raw_type":null},{"id":"pmh:oai:open-archive.highwire.org:jaminfo:23/5/872","is_oa":false,"landing_page_url":"http://jamia.oxfordjournals.org/cgi/content/short/23/5/872","pdf_url":null,"source":{"id":"https://openalex.org/S4406923041","display_name":"HighWire Press Open Archive","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"TEXT"},{"id":"pmh:oai:pubmedcentral.nih.gov:11741012","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11741012","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Am Med Inform Assoc","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/jamia/ocv197","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocv197","pdf_url":"https://academic.oup.com/jamia/article-pdf/23/5/872/7050969/ocv197.pdf","source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8100000023841858,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2297622429.pdf","grobid_xml":"https://content.openalex.org/works/W2297622429.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W1521494043","https://openalex.org/W1557657962","https://openalex.org/W1925814970","https://openalex.org/W1964284149","https://openalex.org/W1968975512","https://openalex.org/W1973380773","https://openalex.org/W1980945600","https://openalex.org/W1987850581","https://openalex.org/W1988518688","https://openalex.org/W1994892923","https://openalex.org/W1996710573","https://openalex.org/W1997057548","https://openalex.org/W2012154384","https://openalex.org/W2038645698","https://openalex.org/W2049653374","https://openalex.org/W2050555101","https://openalex.org/W2051460167","https://openalex.org/W2058563840","https://openalex.org/W2061093867","https://openalex.org/W2067536842","https://openalex.org/W2103701188","https://openalex.org/W2103975051","https://openalex.org/W2111716292","https://openalex.org/W2121661466","https://openalex.org/W2130298692","https://openalex.org/W2130483595","https://openalex.org/W2150415023","https://openalex.org/W2150840439","https://openalex.org/W2157007435","https://openalex.org/W2159831499","https://openalex.org/W2160381684","https://openalex.org/W2170131723","https://openalex.org/W2318057645","https://openalex.org/W2464983113","https://openalex.org/W2548286767","https://openalex.org/W3022718560","https://openalex.org/W4211200033","https://openalex.org/W6653324847","https://openalex.org/W6682058004","https://openalex.org/W6699624987","https://openalex.org/W6777148125"],"related_works":["https://openalex.org/W154908103","https://openalex.org/W1986166094","https://openalex.org/W2075588526","https://openalex.org/W1999954006","https://openalex.org/W2013373890","https://openalex.org/W4249593483","https://openalex.org/W2383328488","https://openalex.org/W2278932082","https://openalex.org/W2169585175","https://openalex.org/W2510636415"],"abstract_inverted_index":{"OBJECTIVE:":[0],"Develop":[1],"and":[2,7,66,79,111,118,142,145,183,210,217,244],"evaluate":[3],"an":[4,51,77,232],"automated":[5],"identification":[6,40,78,104,141],"predictive":[8,54,80,122,143,174],"risk":[9,61,81],"report":[10,175],"for":[11,62],"hospitalized":[12,42],"heart":[13],"failure":[14],"(HF)":[15],"patients.":[16,94],"METHODS:":[17],"Dictated":[18],"free-text":[19],"reports":[20],"from":[21,107,114],"the":[22,38,103,119,135,139,157,169,172],"previous":[23],"24":[24],"h":[25],"were":[26],"analyzed":[27],"each":[28,58],"day":[29],"with":[30,44,222],"natural":[31],"language":[32],"processing":[33],"(NLP),":[34],"to":[35,56,109,116,156,190,195,205,230,235,249],"help":[36,206],"improve":[37,236],"early":[39],"of":[41,98,148,168,171,194],"patients":[43,101,209],"HF.":[45],"A":[46],"second":[47],"application":[48],"that":[49,90],"uses":[50],"Intermountain":[52],"Healthcare-developed":[53],"score":[55],"determine":[57],"HF":[59,93,100,140,150,173,208,237],"patient's":[60],"30-day":[63,67,181,214,218,242],"hospital":[64,89],"readmission":[65,216],"mortality":[68,182,219],"was":[69,74,84,228],"also":[70],"developed.":[71],"That":[72],"information":[73,136],"included":[75],"in":[76,180,187],"report,":[82,144],"which":[83],"evaluated":[85],"at":[86],"a":[87,177,184,196,223],"354-bed":[88],"treats":[91],"high-risk":[92],"RESULTS:":[95],"The":[96],"addition":[97],"NLP-identified":[99],"increased":[102],"score's":[105],"sensitivity":[106],"82.6%":[108],"95.3%":[110],"its":[112],"specificity":[113],"82.7%":[115],"97.5%,":[117],"model's":[120],"positive":[121],"value":[123],"is":[124],"97.45%.":[125],"Daily":[126],"multidisciplinary":[127,224],"discharge":[128],"planning":[129],"meetings":[130],"are":[131],"now":[132],"based":[133],"on":[134],"provided":[137],"by":[138],"clinician's":[146],"review":[147],"potential":[149],"admissions":[151],"takes":[152],"less":[153],"time":[154],"compared":[155],"previously":[158],"used":[159],"manual":[160],"methodology":[161],"(10":[162],"vs":[163],"40":[164],"min).":[165],"An":[166],"evaluation":[167],"use":[170],"identified":[176],"significant":[178,185],"reduction":[179],"increase":[186,246],"patient":[188,238,247],"discharges":[189,248],"home":[191,250],"care":[192,225],"instead":[193],"specialized":[197],"nursing":[198],"facility.":[199],"CONCLUSIONS:":[200],"Using":[201],"clinical":[202],"decision":[203],"support":[204],"identify":[207],"automatically":[211],"calculating":[212],"their":[213],"all-cause":[215],"risks,":[220],"coupled":[221],"process":[226,234],"pathway,":[227],"found":[229],"be":[231],"effective":[233],"identification,":[239],"significantly":[240,245],"reduce":[241],"mortality,":[243],"care.":[251]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":16},{"year":2016,"cited_by_count":4}],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2025-10-10T00:00:00"}