{"id":"https://openalex.org/W2809388310","doi":"https://doi.org/10.1007/978-3-319-94301-5_13","title":"The Application of Machine Learning Algorithm Applied to 3Hs Risk Assessment","display_name":"The Application of Machine Learning Algorithm Applied to 3Hs Risk Assessment","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2809388310","doi":"https://doi.org/10.1007/978-3-319-94301-5_13","mag":"2809388310"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-94301-5_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-94301-5_13","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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 Computer Science","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/A5085386009","display_name":"Guixia Kang","orcid":"https://orcid.org/0000-0002-4039-4505"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]},{"id":"https://openalex.org/I77631543","display_name":"Wuxi Institute of Technology","ror":"https://ror.org/00ab95029","country_code":"CN","type":"education","lineage":["https://openalex.org/I77631543"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guixia Kang","raw_affiliation_strings":["Key Laboratory of Universal Wireless Communications, Ministry of Education, Beijing University of Posts and Telecommunications, Beijing, China","Wuxi BUPT Sensory Technology and Industry Institute CO.LTD, Wuxi, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Universal Wireless Communications, Ministry of Education, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"Wuxi BUPT Sensory Technology and Industry Institute CO.LTD, Wuxi, China","institution_ids":["https://openalex.org/I77631543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043791066","display_name":"Bo Yang","orcid":"https://orcid.org/0000-0002-8989-9387"},"institutions":[{"id":"https://openalex.org/I2802939634","display_name":"Chinese PLA General Hospital","ror":"https://ror.org/04gw3ra78","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2802939634"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bo Yang","raw_affiliation_strings":["Department of Cardiology, Chinese PLA General Hospital, Beijing, 100853, People\u2019s Republic of China","Department of Cardiology, Chinese PLA General Hospital, Beijing, 100853, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Department of Cardiology, Chinese PLA General Hospital, Beijing, 100853, People\u2019s Republic of China","institution_ids":["https://openalex.org/I2802939634"]},{"raw_affiliation_string":"Department of Cardiology, Chinese PLA General Hospital, Beijing, 100853, People's Republic of China","institution_ids":["https://openalex.org/I2802939634"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038200294","display_name":"Dongli Wei","orcid":null},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]},{"id":"https://openalex.org/I77631543","display_name":"Wuxi Institute of Technology","ror":"https://ror.org/00ab95029","country_code":"CN","type":"education","lineage":["https://openalex.org/I77631543"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongli Wei","raw_affiliation_strings":["Key Laboratory of Universal Wireless Communications, Ministry of Education, Beijing University of Posts and Telecommunications, Beijing, China","Wuxi BUPT Sensory Technology and Industry Institute CO.LTD, Wuxi, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Universal Wireless Communications, Ministry of Education, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"Wuxi BUPT Sensory Technology and Industry Institute CO.LTD, Wuxi, China","institution_ids":["https://openalex.org/I77631543"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100784193","display_name":"Ling Li","orcid":"https://orcid.org/0000-0001-7712-3277"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ling Li","raw_affiliation_strings":["Key Laboratory of Universal Wireless Communications, Ministry of Education, Beijing University of Posts and Telecommunications, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Universal Wireless Communications, Ministry of Education, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5043791066","https://openalex.org/A5085386009"],"corresponding_institution_ids":["https://openalex.org/I139759216","https://openalex.org/I2802939634","https://openalex.org/I77631543"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.3454,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.81057616,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"169","last_page":"181"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13522","display_name":"Cardiovascular Health and Risk Factors","score":0.9886999726295471,"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/T13522","display_name":"Cardiovascular Health and Risk Factors","score":0.9886999726295471,"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/T10027","display_name":"Diabetes, Cardiovascular Risks, and Lipoproteins","score":0.978600025177002,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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":0.9753999710083008,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.8277968764305115},{"id":"https://openalex.org/keywords/waist","display_name":"Waist","score":0.7806084156036377},{"id":"https://openalex.org/keywords/cart","display_name":"Cart","score":0.664901852607727},{"id":"https://openalex.org/keywords/body-mass-index","display_name":"Body mass index","score":0.6431968808174133},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5270749926567078},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.49458548426628113},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.486817330121994},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.48084792494773865},{"id":"https://openalex.org/keywords/obesity","display_name":"Obesity","score":0.4406220614910126},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37346136569976807},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.361664354801178},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.30309244990348816},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.25326013565063477},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08596101403236389}],"concepts":[{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.8277968764305115},{"id":"https://openalex.org/C2776193436","wikidata":"https://www.wikidata.org/wiki/Q236232","display_name":"Waist","level":3,"score":0.7806084156036377},{"id":"https://openalex.org/C2777275308","wikidata":"https://www.wikidata.org/wiki/Q234668","display_name":"Cart","level":2,"score":0.664901852607727},{"id":"https://openalex.org/C2780221984","wikidata":"https://www.wikidata.org/wiki/Q131191","display_name":"Body mass index","level":2,"score":0.6431968808174133},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5270749926567078},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.49458548426628113},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.486817330121994},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.48084792494773865},{"id":"https://openalex.org/C511355011","wikidata":"https://www.wikidata.org/wiki/Q12174","display_name":"Obesity","level":2,"score":0.4406220614910126},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37346136569976807},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.361664354801178},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.30309244990348816},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.25326013565063477},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08596101403236389},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-94301-5_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-94301-5_13","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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 Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.7799999713897705,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1994681353","https://openalex.org/W2045896230","https://openalex.org/W2046859247","https://openalex.org/W2050537989","https://openalex.org/W2103093968","https://openalex.org/W2110947798","https://openalex.org/W2114872842","https://openalex.org/W2126355370","https://openalex.org/W2127821780","https://openalex.org/W2133844560","https://openalex.org/W2136417592","https://openalex.org/W2525035512","https://openalex.org/W2538353315"],"related_works":["https://openalex.org/W4365139387","https://openalex.org/W2393661527","https://openalex.org/W2347449430","https://openalex.org/W2955357180","https://openalex.org/W2955847581","https://openalex.org/W2353740054","https://openalex.org/W4381094756","https://openalex.org/W2055921680","https://openalex.org/W3165506286","https://openalex.org/W2116150809"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}