{"id":"https://openalex.org/W4360602763","doi":"https://doi.org/10.1007/s11517-023-02816-z","title":"Predicting heart failure in-hospital mortality by integrating longitudinal and category data in electronic health records","display_name":"Predicting heart failure in-hospital mortality by integrating longitudinal and category data in electronic health records","publication_year":2023,"publication_date":"2023-03-24","ids":{"openalex":"https://openalex.org/W4360602763","doi":"https://doi.org/10.1007/s11517-023-02816-z","pmid":"https://pubmed.ncbi.nlm.nih.gov/36959414"},"language":"en","primary_location":{"id":"doi:10.1007/s11517-023-02816-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11517-023-02816-z","pdf_url":null,"source":{"id":"https://openalex.org/S46300952","display_name":"Medical & Biological Engineering & Computing","issn_l":"0140-0118","issn":["0140-0118","1741-0444"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical &amp; Biological Engineering &amp; Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5080563680","display_name":"Meikun Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I9086337","display_name":"Taiyuan University of Technology","ror":"https://ror.org/03kv08d37","country_code":"CN","type":"education","lineage":["https://openalex.org/I9086337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meikun Ma","raw_affiliation_strings":["College of Information and Computer, Taiyuan University of Technology, Taiyuan, 030024, China","Key Laboratory of Big Data Fusion Analysis and Application of Shanxi Province, Taiyuan, 030024, China","Technology Research Center of Spatial Information Network Engineering of Shanxi, Taiyuan, 030024, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Computer, Taiyuan University of Technology, Taiyuan, 030024, China","institution_ids":["https://openalex.org/I9086337"]},{"raw_affiliation_string":"Key Laboratory of Big Data Fusion Analysis and Application of Shanxi Province, Taiyuan, 030024, China","institution_ids":[]},{"raw_affiliation_string":"Technology Research Center of Spatial Information Network Engineering of Shanxi, Taiyuan, 030024, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112838168","display_name":"Xiaoyan Hao","orcid":null},"institutions":[{"id":"https://openalex.org/I9086337","display_name":"Taiyuan University of Technology","ror":"https://ror.org/03kv08d37","country_code":"CN","type":"education","lineage":["https://openalex.org/I9086337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyan Hao","raw_affiliation_strings":["College of Information and Computer, Taiyuan University of Technology, Taiyuan, 030024, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Computer, Taiyuan University of Technology, Taiyuan, 030024, China","institution_ids":["https://openalex.org/I9086337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050228714","display_name":"Jumin Zhao","orcid":"https://orcid.org/0000-0002-9049-4053"},"institutions":[{"id":"https://openalex.org/I9086337","display_name":"Taiyuan University of Technology","ror":"https://ror.org/03kv08d37","country_code":"CN","type":"education","lineage":["https://openalex.org/I9086337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jumin Zhao","raw_affiliation_strings":["College of Information and Computer, Taiyuan University of Technology, Taiyuan, 030024, China","Intelligent Perception Engineering Technology Center of Shanxi, Taiyuan, 030024, China","Key Laboratory of Big Data Fusion Analysis and Application of Shanxi Province, Taiyuan, 030024, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Computer, Taiyuan University of Technology, Taiyuan, 030024, China","institution_ids":["https://openalex.org/I9086337"]},{"raw_affiliation_string":"Intelligent Perception Engineering Technology Center of Shanxi, Taiyuan, 030024, China","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory of Big Data Fusion Analysis and Application of Shanxi Province, Taiyuan, 030024, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101827295","display_name":"Shijie Luo","orcid":"https://orcid.org/0000-0002-3540-1504"},"institutions":[{"id":"https://openalex.org/I9086337","display_name":"Taiyuan University of Technology","ror":"https://ror.org/03kv08d37","country_code":"CN","type":"education","lineage":["https://openalex.org/I9086337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shijie Luo","raw_affiliation_strings":["College of Information and Computer, Taiyuan University of Technology, Taiyuan, 030024, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Computer, Taiyuan University of Technology, Taiyuan, 030024, China","institution_ids":["https://openalex.org/I9086337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100330506","display_name":"Yi Liu","orcid":"https://orcid.org/0000-0002-2051-440X"},"institutions":[{"id":"https://openalex.org/I9086337","display_name":"Taiyuan University of Technology","ror":"https://ror.org/03kv08d37","country_code":"CN","type":"education","lineage":["https://openalex.org/I9086337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Liu","raw_affiliation_strings":["College of Data Science, Taiyuan University of Technology, Taiyuan, 030024, China","Key Laboratory of Big Data Fusion Analysis and Application of Shanxi Province, Taiyuan, 030024, China","Technology Research Center of Spatial Information Network Engineering of Shanxi, Taiyuan, 030024, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Data Science, Taiyuan University of Technology, Taiyuan, 030024, China","institution_ids":["https://openalex.org/I9086337"]},{"raw_affiliation_string":"Key Laboratory of Big Data Fusion Analysis and Application of Shanxi Province, Taiyuan, 030024, China","institution_ids":[]},{"raw_affiliation_string":"Technology Research Center of Spatial Information Network Engineering of Shanxi, Taiyuan, 030024, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011263755","display_name":"Dengao Li","orcid":"https://orcid.org/0000-0002-8310-7684"},"institutions":[{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]},{"id":"https://openalex.org/I4210110794","display_name":"Taiyuan Heavy Industry (China)","ror":"https://ror.org/022vzex26","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210110794"]},{"id":"https://openalex.org/I46305995","display_name":"Taiyuan University of Science and Technology","ror":"https://ror.org/01wcbdc92","country_code":"CN","type":"education","lineage":["https://openalex.org/I46305995"]},{"id":"https://openalex.org/I9086337","display_name":"Taiyuan University of Technology","ror":"https://ror.org/03kv08d37","country_code":"CN","type":"education","lineage":["https://openalex.org/I9086337"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Dengao Li","raw_affiliation_strings":["College of Data Science, Taiyuan University of Technology, Taiyuan, 030024, China. lidengao@tyut.edu.cn","Key Laboratory of Big Data Fusion Analysis and Application of Shanxi Province, Taiyuan, 030024, China. lidengao@tyut.edu.cn","Technology Research Center of Spatial Information Network Engineering of Shanxi, Taiyuan, 030024, China. lidengao@tyut.edu.cn","Key Laboratory of Big Data Fusion Analysis and Application of Shanxi Province, Taiyuan, 030024, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Data Science, Taiyuan University of Technology, Taiyuan, 030024, China. lidengao@tyut.edu.cn","institution_ids":["https://openalex.org/I46305995","https://openalex.org/I9086337"]},{"raw_affiliation_string":"Key Laboratory of Big Data Fusion Analysis and Application of Shanxi Province, Taiyuan, 030024, China. lidengao@tyut.edu.cn","institution_ids":["https://openalex.org/I181877577"]},{"raw_affiliation_string":"Technology Research Center of Spatial Information Network Engineering of Shanxi, Taiyuan, 030024, China. lidengao@tyut.edu.cn","institution_ids":["https://openalex.org/I4210110794"]},{"raw_affiliation_string":"Key Laboratory of Big Data Fusion Analysis and Application of Shanxi Province, Taiyuan, 030024, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5011263755"],"corresponding_institution_ids":["https://openalex.org/I181877577","https://openalex.org/I4210110794","https://openalex.org/I46305995","https://openalex.org/I9086337"],"apc_list":{"value":2890,"currency":"EUR","value_usd":3690},"apc_paid":null,"fwci":1.4276,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.8395664,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"61","issue":"7","first_page":"1857","last_page":"1873"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9998999834060669,"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":0.9998999834060669,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.998199999332428,"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/T12246","display_name":"Chronic Disease Management Strategies","score":0.9628999829292297,"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":0.7602927684783936},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.6064872741699219},{"id":"https://openalex.org/keywords/health-records","display_name":"Health records","score":0.5866475105285645},{"id":"https://openalex.org/keywords/life-expectancy","display_name":"Life expectancy","score":0.5715344548225403},{"id":"https://openalex.org/keywords/observational-study","display_name":"Observational study","score":0.4838484823703766},{"id":"https://openalex.org/keywords/electronic-health-record","display_name":"Electronic health record","score":0.47825729846954346},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.4058915972709656},{"id":"https://openalex.org/keywords/emergency-medicine","display_name":"Emergency medicine","score":0.3213641345500946},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.10552632808685303},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.09881898760795593}],"concepts":[{"id":"https://openalex.org/C2778198053","wikidata":"https://www.wikidata.org/wiki/Q181754","display_name":"Heart failure","level":2,"score":0.7602927684783936},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6064872741699219},{"id":"https://openalex.org/C3019952477","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Health records","level":3,"score":0.5866475105285645},{"id":"https://openalex.org/C133925201","wikidata":"https://www.wikidata.org/wiki/Q188419","display_name":"Life expectancy","level":3,"score":0.5715344548225403},{"id":"https://openalex.org/C23131810","wikidata":"https://www.wikidata.org/wiki/Q818574","display_name":"Observational study","level":2,"score":0.4838484823703766},{"id":"https://openalex.org/C3020144179","wikidata":"https://www.wikidata.org/wiki/Q10871684","display_name":"Electronic health record","level":3,"score":0.47825729846954346},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.4058915972709656},{"id":"https://openalex.org/C194828623","wikidata":"https://www.wikidata.org/wiki/Q2861470","display_name":"Emergency medicine","level":1,"score":0.3213641345500946},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.10552632808685303},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.09881898760795593},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"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":"D017052","descriptor_name":"Hospital Mortality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017052","descriptor_name":"Hospital Mortality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017052","descriptor_name":"Hospital Mortality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1007/s11517-023-02816-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11517-023-02816-z","pdf_url":null,"source":{"id":"https://openalex.org/S46300952","display_name":"Medical & Biological Engineering & Computing","issn_l":"0140-0118","issn":["0140-0118","1741-0444"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical &amp; Biological Engineering &amp; Computing","raw_type":"journal-article"},{"id":"pmid:36959414","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36959414","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":"Medical & biological engineering & computing","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.5799999833106995,"display_name":"Good health and well-being"}],"awards":[{"id":"https://openalex.org/G390337357","display_name":null,"funder_award_id":"2020XXX007","funder_id":"https://openalex.org/F4320327096","funder_display_name":"Guangdong Key Laboratory of Innovation Method and Decision Management System"},{"id":"https://openalex.org/G8386544661","display_name":null,"funder_award_id":"NO.202102020101006","funder_id":"https://openalex.org/F4320336035","funder_display_name":"Shanxi Provincial Key Research and Development Project"}],"funders":[{"id":"https://openalex.org/F4320327096","display_name":"Guangdong Key Laboratory of Innovation Method and Decision Management System","ror":null},{"id":"https://openalex.org/F4320336035","display_name":"Shanxi Provincial Key Research and Development Project","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1981276685","https://openalex.org/W2083751137","https://openalex.org/W2136461127","https://openalex.org/W2396881363","https://openalex.org/W2915160461","https://openalex.org/W2963360736","https://openalex.org/W2979638097","https://openalex.org/W2985220169","https://openalex.org/W2990661479","https://openalex.org/W2996036738","https://openalex.org/W3005061930","https://openalex.org/W3012665221","https://openalex.org/W3026190971","https://openalex.org/W3044345313","https://openalex.org/W3080823838","https://openalex.org/W3090468061","https://openalex.org/W3116718021","https://openalex.org/W3119668752","https://openalex.org/W3138415243","https://openalex.org/W3146143520","https://openalex.org/W3153550236","https://openalex.org/W3164702990","https://openalex.org/W3183848791","https://openalex.org/W3196700603","https://openalex.org/W3200578518","https://openalex.org/W3205731527","https://openalex.org/W4210858491","https://openalex.org/W4210983514","https://openalex.org/W4212964221","https://openalex.org/W4214892834","https://openalex.org/W4224947621","https://openalex.org/W4225323275","https://openalex.org/W4285045572","https://openalex.org/W4286638063","https://openalex.org/W4294989675","https://openalex.org/W4295423889","https://openalex.org/W4307498511","https://openalex.org/W4308652119","https://openalex.org/W4310645210","https://openalex.org/W4312560643"],"related_works":["https://openalex.org/W187932805","https://openalex.org/W1641026212","https://openalex.org/W2078646730","https://openalex.org/W2911982698","https://openalex.org/W2087134418","https://openalex.org/W2323588885","https://openalex.org/W3047677938","https://openalex.org/W4312053962","https://openalex.org/W2920854314","https://openalex.org/W4302340031"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
