{"id":"https://openalex.org/W4389934765","doi":"https://doi.org/10.1007/978-981-16-6775-6_28","title":"Establishment and Analysis of a Combined Diagnostic Model of Acute Myocardial Infarction Based on Random Forests and Artificial Neural Networks","display_name":"Establishment and Analysis of a Combined Diagnostic Model of Acute Myocardial Infarction Based on Random Forests and Artificial Neural Networks","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4389934765","doi":"https://doi.org/10.1007/978-981-16-6775-6_28"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-16-6775-6_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-16-6775-6_28","pdf_url":null,"source":{"id":"https://openalex.org/S4210179954","display_name":"Lecture notes in electrical engineering","issn_l":"1876-1100","issn":["1876-1100","1876-1119"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Electrical Engineering","raw_type":"book-chapter"},"type":"book-chapter","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/A5088269712","display_name":"Zhenrun Zhan","orcid":"https://orcid.org/0000-0002-9369-4544"},"institutions":[{"id":"https://openalex.org/I198959115","display_name":"Changzhi Medical College","ror":"https://ror.org/0340wst14","country_code":"CN","type":"education","lineage":["https://openalex.org/I198959115"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhenrun Zhan","raw_affiliation_strings":["Changzhi Medical College, Changzhi, Shanxi, China","Heping Hospital Affiliated to Changzhi Medical College, Changzhi, Shanxi, China"],"affiliations":[{"raw_affiliation_string":"Changzhi Medical College, Changzhi, Shanxi, China","institution_ids":["https://openalex.org/I198959115"]},{"raw_affiliation_string":"Heping Hospital Affiliated to Changzhi Medical College, Changzhi, Shanxi, China","institution_ids":["https://openalex.org/I198959115"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102922129","display_name":"Xiaodan Bi","orcid":"https://orcid.org/0000-0002-2586-5460"},"institutions":[{"id":"https://openalex.org/I198959115","display_name":"Changzhi Medical College","ror":"https://ror.org/0340wst14","country_code":"CN","type":"education","lineage":["https://openalex.org/I198959115"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaodan Bi","raw_affiliation_strings":["Changzhi Medical College, Changzhi, Shanxi, China","Heping Hospital Affiliated to Changzhi Medical College, Changzhi, Shanxi, China"],"affiliations":[{"raw_affiliation_string":"Changzhi Medical College, Changzhi, Shanxi, China","institution_ids":["https://openalex.org/I198959115"]},{"raw_affiliation_string":"Heping Hospital Affiliated to Changzhi Medical College, Changzhi, Shanxi, China","institution_ids":["https://openalex.org/I198959115"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108817826","display_name":"Jinpeng Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I198959115","display_name":"Changzhi Medical College","ror":"https://ror.org/0340wst14","country_code":"CN","type":"education","lineage":["https://openalex.org/I198959115"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinpeng Yang","raw_affiliation_strings":["Changzhi Medical College, Changzhi, Shanxi, China","Heping Hospital Affiliated to Changzhi Medical College, Changzhi, Shanxi, China"],"affiliations":[{"raw_affiliation_string":"Changzhi Medical College, Changzhi, Shanxi, China","institution_ids":["https://openalex.org/I198959115"]},{"raw_affiliation_string":"Heping Hospital Affiliated to Changzhi Medical College, Changzhi, Shanxi, China","institution_ids":["https://openalex.org/I198959115"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100787160","display_name":"Xu Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I198959115","display_name":"Changzhi Medical College","ror":"https://ror.org/0340wst14","country_code":"CN","type":"education","lineage":["https://openalex.org/I198959115"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Tang","raw_affiliation_strings":["Changzhi Medical College, Changzhi, Shanxi, China","Heping Hospital Affiliated to Changzhi Medical College, Changzhi, Shanxi, China"],"affiliations":[{"raw_affiliation_string":"Changzhi Medical College, Changzhi, Shanxi, China","institution_ids":["https://openalex.org/I198959115"]},{"raw_affiliation_string":"Heping Hospital Affiliated to Changzhi Medical College, Changzhi, Shanxi, China","institution_ids":["https://openalex.org/I198959115"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101891227","display_name":"Tingting Zhao","orcid":"https://orcid.org/0000-0001-6418-699X"},"institutions":[{"id":"https://openalex.org/I198959115","display_name":"Changzhi Medical College","ror":"https://ror.org/0340wst14","country_code":"CN","type":"education","lineage":["https://openalex.org/I198959115"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tingting Zhao","raw_affiliation_strings":["Changzhi Medical College, Changzhi, Shanxi, China","Heping Hospital Affiliated to Changzhi Medical College, Changzhi, Shanxi, China"],"affiliations":[{"raw_affiliation_string":"Changzhi Medical College, Changzhi, Shanxi, China","institution_ids":["https://openalex.org/I198959115"]},{"raw_affiliation_string":"Heping Hospital Affiliated to Changzhi Medical College, Changzhi, Shanxi, China","institution_ids":["https://openalex.org/I198959115"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5088269712"],"corresponding_institution_ids":["https://openalex.org/I198959115"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.55767818,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"343","last_page":"352"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14165","display_name":"Inflammation biomarkers and pathways","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2403","display_name":"Immunology"},"field":{"id":"https://openalex.org/fields/24","display_name":"Immunology and Microbiology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T14165","display_name":"Inflammation biomarkers and pathways","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2403","display_name":"Immunology"},"field":{"id":"https://openalex.org/fields/24","display_name":"Immunology and Microbiology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10821","display_name":"Cardiovascular Function and Risk Factors","score":0.9326000213623047,"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/T10198","display_name":"Heart Failure Treatment and Management","score":0.9320999979972839,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.7775338888168335},{"id":"https://openalex.org/keywords/myocardial-infarction","display_name":"Myocardial infarction","score":0.5539394021034241},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.46515733003616333},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4537298381328583},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42530637979507446},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42033350467681885},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.40180033445358276},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3748443126678467},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.32998988032341003},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.2499341070652008},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.21874254941940308}],"concepts":[{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.7775338888168335},{"id":"https://openalex.org/C500558357","wikidata":"https://www.wikidata.org/wiki/Q12152","display_name":"Myocardial infarction","level":2,"score":0.5539394021034241},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.46515733003616333},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4537298381328583},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42530637979507446},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42033350467681885},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40180033445358276},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3748443126678467},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.32998988032341003},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.2499341070652008},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.21874254941940308}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-16-6775-6_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-16-6775-6_28","pdf_url":null,"source":{"id":"https://openalex.org/S4210179954","display_name":"Lecture notes in electrical engineering","issn_l":"1876-1100","issn":["1876-1100","1876-1119"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Electrical Engineering","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","score":0.7300000190734863,"id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W59066530","https://openalex.org/W1514081838","https://openalex.org/W1978324270","https://openalex.org/W1987786332","https://openalex.org/W1991095026","https://openalex.org/W2009642737","https://openalex.org/W2031721046","https://openalex.org/W2042010971","https://openalex.org/W2100988500","https://openalex.org/W2102257824","https://openalex.org/W2102785524","https://openalex.org/W2105397247","https://openalex.org/W2118851072","https://openalex.org/W2155046477","https://openalex.org/W2560549978","https://openalex.org/W2607485471","https://openalex.org/W2751705979","https://openalex.org/W2752687869","https://openalex.org/W2807468937","https://openalex.org/W2912461571","https://openalex.org/W2981547118","https://openalex.org/W2997523037","https://openalex.org/W3036414469","https://openalex.org/W3203065781","https://openalex.org/W4205357827","https://openalex.org/W4210412258","https://openalex.org/W4211143906","https://openalex.org/W4211181042","https://openalex.org/W4211183010","https://openalex.org/W4236673002","https://openalex.org/W4292856638"],"related_works":["https://openalex.org/W4386259002","https://openalex.org/W1546989560","https://openalex.org/W3193043704","https://openalex.org/W3171520305","https://openalex.org/W1924178503","https://openalex.org/W4308716060","https://openalex.org/W4280648719","https://openalex.org/W3135126032","https://openalex.org/W2901774584","https://openalex.org/W2889302474"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}