{"id":"https://openalex.org/W4389408875","doi":"https://doi.org/10.1007/s11042-023-17716-5","title":"Enhancing heart failure diagnosis through multi-modal data integration and deep learning","display_name":"Enhancing heart failure diagnosis through multi-modal data integration and deep learning","publication_year":2023,"publication_date":"2023-12-07","ids":{"openalex":"https://openalex.org/W4389408875","doi":"https://doi.org/10.1007/s11042-023-17716-5"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-023-17716-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-023-17716-5","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools and Applications","raw_type":"journal-article"},"type":"article","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/A5100330633","display_name":"Yi Liu","orcid":"https://orcid.org/0000-0003-2745-6940"},"institutions":[{"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/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 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","Shanxi Province Engineering Technology Research Center of Spatial Information Network, 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":[]},{"raw_affiliation_string":"Shanxi Province Engineering Technology Research Center of Spatial Information Network, Taiyuan, 030024, China","institution_ids":["https://openalex.org/I4210110794"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011263755","display_name":"Dengao Li","orcid":"https://orcid.org/0000-0002-8310-7684"},"institutions":[{"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/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","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","Shanxi Province Engineering Technology Research Center of Spatial Information Network, Taiyuan, 030024, China"],"raw_orcid":"https://orcid.org/0000-0002-8310-7684","affiliations":[{"raw_affiliation_string":"College of Data Science, 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":[]},{"raw_affiliation_string":"Shanxi Province Engineering Technology Research Center of Spatial Information Network, Taiyuan, 030024, China","institution_ids":["https://openalex.org/I4210110794"]}]},{"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/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/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","Shanxi Province Engineering Technology Research Center of Spatial Information Network, 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":[]},{"raw_affiliation_string":"Shanxi Province Engineering Technology Research Center of Spatial Information Network, Taiyuan, 030024, China","institution_ids":["https://openalex.org/I4210110794"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101508037","display_name":"Yuchen Liang","orcid":"https://orcid.org/0009-0000-3111-0593"},"institutions":[{"id":"https://openalex.org/I4210165359","display_name":"Shanxi Cardiovascular Hospital","ror":"https://ror.org/05mzp4d74","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210165359"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuchen Liang","raw_affiliation_strings":["Shanxi Cardiovascular Hospital, Taiyuan, 030027, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanxi Cardiovascular Hospital, Taiyuan, 030027, China","institution_ids":["https://openalex.org/I4210165359"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5011263755"],"corresponding_institution_ids":["https://openalex.org/I4210110794","https://openalex.org/I9086337"],"apc_list":null,"apc_paid":null,"fwci":1.4006,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.84229041,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"83","issue":"18","first_page":"55259","last_page":"55281"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9970999956130981,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9970999956130981,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9944999814033508,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9854999780654907,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8460449576377869},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6945732235908508},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6679590940475464},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5478184223175049},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.5263786911964417},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.5109073519706726},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5069775581359863}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8460449576377869},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6945732235908508},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6679590940475464},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5478184223175049},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.5263786911964417},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.5109073519706726},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5069775581359863},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-023-17716-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-023-17716-5","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7575616782","display_name":null,"funder_award_id":"62076177","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W2802832784","https://openalex.org/W2900664874","https://openalex.org/W2913575235","https://openalex.org/W2964121744","https://openalex.org/W2998512002","https://openalex.org/W3042530487","https://openalex.org/W3093638804","https://openalex.org/W3095791468","https://openalex.org/W3100754052","https://openalex.org/W3111092203","https://openalex.org/W3112817906","https://openalex.org/W3120726020","https://openalex.org/W3122628750","https://openalex.org/W3136358092","https://openalex.org/W3162188565","https://openalex.org/W3172243723","https://openalex.org/W3181101419","https://openalex.org/W3197391654","https://openalex.org/W3199929422","https://openalex.org/W4200044765","https://openalex.org/W4200172015","https://openalex.org/W4200251286","https://openalex.org/W4206347436","https://openalex.org/W4210937888","https://openalex.org/W4213030899","https://openalex.org/W4281400187","https://openalex.org/W4282570801","https://openalex.org/W4283703027","https://openalex.org/W4286254503","https://openalex.org/W4296776307","https://openalex.org/W4307539314","https://openalex.org/W4308885870"],"related_works":["https://openalex.org/W73545470","https://openalex.org/W4224266612","https://openalex.org/W2383394264","https://openalex.org/W4320153225","https://openalex.org/W4293261942","https://openalex.org/W3125968744","https://openalex.org/W2167701463","https://openalex.org/W2110287964","https://openalex.org/W4307407935","https://openalex.org/W649759291"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}